[tab] /fast/project/HFMI_SynergyUnit/mihir/logs/.crowd-pilot-preferences.jsonl (jsonl)
{"timestamp":1765382742001,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '145,165p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[154,67],"end":[154,67]}]},"avgLogprob":-0.0011667005629097578},"outcome":"ignored","outcomeTimestamp":1765382742342,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382742343,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '145,165p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[154,67],"end":[154,67]}]},"avgLogprob":-0.0014901725641877982},"outcome":"ignored","outcomeTimestamp":1765382742816,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382742816,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '145,165p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[154,67],"end":[154,67]}]},"avgLogprob":-0.0014901725641877982},"outcome":"ignored","outcomeTimestamp":1765382743555,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382743555,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '145,165p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[154,67],"end":[154,67]}]},"avgLogprob":-0.0014901725641877982},"outcome":"ignored","outcomeTimestamp":1765382744525,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382744525,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '145,165p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[154,67],"end":[154,67]}]},"avgLogprob":-0.0014901725641877982},"outcome":"rejected","outcomeTimestamp":1765382744702,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382746536,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '145,165p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[154,67],"end":[154,67]}]},"avgLogprob":-0.0014901725641877982},"outcome":"ignored","outcomeTimestamp":1765382747559,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382747559,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '145,165p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[154,67],"end":[154,67]}]},"avgLogprob":-0.0014901725641877982},"outcome":"accepted","outcomeTimestamp":1765382761859,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382762404,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '171,191p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[180,9],"end":[180,9]}]},"avgLogprob":-0.0005113039376418609},"outcome":"accepted","outcomeTimestamp":1765382765361,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382765923,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '196,216p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[205,45],"end":[205,45]}]},"avgLogprob":-0.002105927410108658},"outcome":"rejected","outcomeTimestamp":1765382769831,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382771468,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '196,216p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[205,45],"end":[205,45]}]},"avgLogprob":-0.002105047500619895},"outcome":"accepted","outcomeTimestamp":1765382773483,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382774061,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '225,245p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[234,30],"end":[234,30]}]},"avgLogprob":-0.00000597942995806902},"outcome":"accepted","outcomeTimestamp":1765382774947,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382775516,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
pwd
```
"},{"role":"assistant","content":"```bash
cd /fast/project/HFMI_SynergyUnit/mihir/logs/
```
"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
```
"},{"role":"user","content":"<stdout>
     1	import * as vscode from 'vscode';
     2	import * as http from 'http';
     3	import * as fs from 'fs';
     4	import * as path from 'path';
     5	import { Buffer } from 'buffer';
     6	
     7	// -------------------- Preference Data Collection --------------------
     8	
     9	interface PreferenceSample {
    10		timestamp: number;
    11		context: Array<{ role: string; content: string }>;
    12		completion: {
    13			rawModelOutput: string;
    14			parsedAction: Action | null;
    15			avgLogprob: number;
    16		};
    17		outcome: 'accepted' | 'rejected' | 'ignored' | null;
    18		outcomeTimestamp: number | null;
    19		modelName: string;
    20	}
    21	
    22	interface PendingPreferenceSample {
    23		sample: PreferenceSample;
    24		shownAt: number;
    25	}
    26	
    27	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    28	
    29	function getPreferenceLogPath(): string {
    30		const cfg = getConfig();
    31		if (cfg.preferenceLogPath) {
    32			return cfg.preferenceLogPath;
    33		}
    34		const workspaceFolders = vscode.workspace.workspaceFolders;
    35		if (workspaceFolders) {
    36			return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
    37		}
    38		throw new Error(\"No preference log path found.\")
    39	}
    40	
    41	/**
    42	 * Log a preference sample to the JSONL file.
    43	 * Each line is a complete JSON object for easy streaming/parsing.
    44	 */
    45	function logPreferenceSample(sample: PreferenceSample): void {
    46		const cfg = getConfig();
    47		if (!cfg.enablePreferenceLogging) {
    48			console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
    49			return;
    50		}
    51	
    52		const logPath = getPreferenceLogPath();
    53		const line = JSON.stringify(sample) + '
    54	';
    55		
    56		fs.appendFile(logPath, line, (err) => {
    57			if (err) {
    58				console.error('[crowd-pilot] Failed to log preference sample:', err);
    59			} else {
    60				console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
    61			}
    62		});
    63	}
    64	
    65	/**
    66	 * Create a new pending preference sample when showing a preview.
    67	 * This captures all context needed for reward model training.
    68	 */
    69	function createPendingPreferenceSample(
    70		conversationMessages: Array<{ role: string; content: string }>,
    71		rawModelOutput: string,
    72		parsedAction: Action | null,
    73		avgLogprob: number,
    74		modelName: string
    75	): void {
    76		const sample: PreferenceSample = {
    77			timestamp: Date.now(),
    78			context: conversationMessages,
    79			completion: {
    80				rawModelOutput,
    81				parsedAction,
    82				avgLogprob,
    83			},
    84			outcome: null,
    85			outcomeTimestamp: null,
    86			modelName,
    87		};
    88	
    89		pendingPreferenceSample = {
    90			sample,
    91			shownAt: Date.now(),
    92		};
    93	}
    94	
    95	/**
    96	 * Record the outcome of the current pending sample and log it.
    97	 */
    98	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
    99		if (!pendingPreferenceSample) {
   100			return;
   101		}
   102	
   103		const sample = pendingPreferenceSample.sample;
   104		sample.outcome = outcome;
   105		sample.outcomeTimestamp = Date.now();
   106	
   107		logPreferenceSample(sample);
   108	
   109		pendingPreferenceSample = null;
   110	}
   111	
   112	/**
   113	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   114	 */
   115	function markPendingAsIgnored(): void {
   116		if (pendingPreferenceSample) {
   117			recordPreferenceOutcome('ignored');
   118		}
   119	}
   120	
   121	type Action =
   122	| { kind: 'showTextDocument' }
   123	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
   145	// -------------------- Context Window Management --------------------
   146	
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
   168		const tokenCounts = messages.slice(1).map(m => estimateTokens(m.content));
   169		const totalConversationTokens = tokenCounts.reduce((a, b) => a + b, 0);
   170	
   171		if (totalConversationTokens <= availableTokens) {
   172			return messages;
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
   194	]*$/g;
   195	
   196	// NOTE (f.srambical): Make sure that these are the parameters that were used during serialization
   197	const VIEWPORT_RADIUS = 10;
   198	const COALESCE_RADIUS = 5;
   199	// FIXME (f.srambical): this slightly differs from the logic in @file:crowd-pilot/crowd_pilot/serialization_utils.py
   200	// as we only approximate the token count
   201	const MAX_TOKENS_PER_MESSAGE = 2048;
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   "},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '257,277p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[266,40],"end":[266,40]}]},"avgLogprob":-0.006128703465782405},"outcome":"accepted","outcomeTimestamp":1765382776221,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382776824,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '303,323p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[312,2],"end":[312,2]}]},"avgLogprob":-0.009392639439500357},"outcome":"accepted","outcomeTimestamp":1765382777419,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382777981,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '357,377p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[366,27],"end":[366,27]}]},"avgLogprob":-0.0625922481219055},"outcome":"accepted","outcomeTimestamp":1765382778603,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382779164,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '415,435p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[424,31],"end":[424,31]}]},"avgLogprob":-0.029496313922988987},"outcome":"accepted","outcomeTimestamp":1765382779669,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382780205,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '481,501p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[490,75],"end":[490,75]}]},"avgLogprob":-0.04657361975894977},"outcome":"accepted","outcomeTimestamp":1765382780721,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382781328,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '541,561p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[550,47],"end":[550,47]}]},"avgLogprob":-0.03919897618750058},"outcome":"accepted","outcomeTimestamp":1765382781857,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382782421,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '601,621p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[610,0],"end":[610,0]}]},"avgLogprob":-0.019184820620077675},"outcome":"accepted","outcomeTimestamp":1765382782989,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382783584,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '682,702p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[691,70],"end":[691,70]}]},"avgLogprob":-0.04590643516625091},"outcome":"accepted","outcomeTimestamp":1765382784143,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382784740,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '782,802p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[791,57],"end":[791,57]}]},"avgLogprob":-0.06839347494609645},"outcome":"accepted","outcomeTimestamp":1765382785361,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382785974,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '124,144p'
```
"},{"role":"user","content":"<stdout>
   124	| { kind: 'editInsert', position: [number, number], text: string }
   125	| { kind: 'editDelete', range: { start: [number, number], end: [number, number] } }
   126	| { kind: 'editReplace', range: { start: [number, number], end: [number, number] }, text: string }
   127	| { kind: 'terminalShow' }
   128	| { kind: 'terminalSendText', text: string };
   129	
   130	// Configuration helper
   131	function getConfig() {
   132		const config = vscode.workspace.getConfiguration('crowd-pilot');
   133		return {
   134			hostname: config.get<string>('hostname', 'hai001'),
   135			port: config.get<number>('port', 30000),
   136			basePath: config.get<string>('basePath', '/v1/chat/completions'),
   137			modelName: config.get<string>('modelName', 'qwen/qwen3-8b'),
   138			minAvgLogprob: config.get<number>('minAvgLogprob', -1.0),
   139			maxContextTokens: config.get<number>('maxContextTokens', 120000),
   140			preferenceLogPath: config.get<string>('preferenceLogPath', ''),
   141			enablePreferenceLogging: config.get<boolean>('enablePreferenceLogging', true),
   142		};
   143	}
   144	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '905,925p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[914,4],"end":[914,4]}]},"avgLogprob":-0.06537453972160177},"outcome":"accepted","outcomeTimestamp":1765382786648,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382787366,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '147,167p'
```
"},{"role":"user","content":"<stdout>
   147	/**
   148	 * Estimate token count from text using character-based heuristic.
   149	 * Uses ~4 characters per token as a rough approximation for most LLMs.
   150	 */
   151	function estimateTokens(text: string): number {
   152		return Math.ceil(text.length / 4);
   153	}
   154	
   155	/**
   156	 * Truncate conversation messages to fit within the context window.
   157	 * Assumes system prompt is the first message. Drops oldest conversation messages first.
   158	 */
   159	function truncateToContextLimit(
   160		messages: Array<{ role: 'system' | 'user' | 'assistant'; content: string }>,
   161		maxTokens: number
   162	): Array<{ role: 'system' | 'user' | 'assistant'; content: string }> {
   163		if (messages.length === 0) { return messages; }
   164	
   165		const systemTokens = estimateTokens(messages[0].content);
   166		const availableTokens = maxTokens - systemTokens;
   167	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1023,1043p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1032,19],"end":[1032,19]}]},"avgLogprob":-0.040766304190251776},"outcome":"accepted","outcomeTimestamp":1765382787884,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382788633,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '173,193p'
```
"},{"role":"user","content":"<stdout>
   173		}
   174	
   175		let keptTokens = 0;
   176		let cutoffIndex = tokenCounts.length;
   177		for (let i = tokenCounts.length - 1; i >= 0; i--) {
   178			if (keptTokens + tokenCounts[i] <= availableTokens) {
   179				keptTokens += tokenCounts[i];
   180				cutoffIndex = i;
   181			} else {
   182				break;
   183			}
   184		}
   185	
   186		console.log(`[crowd-pilot] Truncated ${cutoffIndex} oldest messages (${systemTokens + totalConversationTokens} -> ${systemTokens + keptTokens} tokens)`);
   187		return [messages[0], ...messages.slice(cutoffIndex + 1)];
   188	}
   189	
   190	// -------------------- Serialization Helpers (mirrors serialization_utils.py) --------------------
   191	const ANSI_CSI_RE = /\\x1b\\[[0-9;?]*[ -/]*[@-~]/g;
   192	const ANSI_OSC_TERMINATED_RE = /\\x1b\\][\\s\\S]*?(?:\\x07|\\x1b\\\\)/g;
   193	const ANSI_OSC_LINE_FALLBACK_RE = /\\x1b\\][^
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1120,1140p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1129,0],"end":[1129,0]}]},"avgLogprob":-0.008366566133363758},"outcome":"accepted","outcomeTimestamp":1765382789499,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382790194,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '202,222p'
```
"},{"role":"user","content":"<stdout>
   202	
   203	function cleanText(text: string): string {
   204		return text.replace(/
   205	/g, '
   206	').replace(/
/g, '
   207	').trimEnd();
   208	}
   209	
   210	function fencedBlock(language: string | null, content: string): string {
   211		const lang = (language || '').toLowerCase();
   212		return `\\`\\`\\`${lang}
   213	${content}
   214	\\`\\`\\`
   215	`;
   216	}
   217	
   218	function applyChange(content: string, offset: number, length: number, newText: string): string {
   219		let base = String(content);
   220		const text = (newText ?? '').replace(/\\
   221	/g, '
   222	').replace(/\\
/g, '
');
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1230,1250p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1239,64],"end":[1239,64]}]},"avgLogprob":-0.020676655973515586},"outcome":"accepted","outcomeTimestamp":1765382791547,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382792255,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '236,256p'
```
"},{"role":"user","content":"<stdout>
   236			} else {
   237				out.push(ch);
   238			}
   239		}
   240		return out.join('');
   241	}
   242	
   243	function normalizeTerminalOutput(raw: string): string {
   244		if (!raw) { return raw; }
   245		let s = applyBackspaces(raw);
   246		s = s.replace(ANSI_OSC_TERMINATED_RE, '');
   247		s = s.split('
   248	').map(line => line.replace(ANSI_OSC_LINE_FALLBACK_RE, '')).join('
   249	');
   250		const resolvedLines: string[] = [];
   251		for (const seg of s.split('
   252	')) {
   253			const parts = seg.split('
');
   254			let chosen = '';
   255			for (let i = parts.length - 1; i >= 0; i--) {
   256				if (parts[i] !== '') {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1366,1386p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1375,10],"end":[1375,10]}]},"avgLogprob":-0.0823459265838538},"outcome":"accepted","outcomeTimestamp":1765382792716,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382793429,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '273,293p'
```
"},{"role":"user","content":"<stdout>
   273	function lineNumberedOutput(content: string, startLine?: number, endLine?: number): string {
   274		const lines = content.split(/
?
   275	/);
   276		const total = (lines.length === 1 && lines[0] === '') ? 0 : lines.length;
   277		if (total === 0) { return ''; }
   278		const s = startLine !== undefined ? Math.max(1, Math.min(startLine, total)) : 1;
   279		const e = endLine !== undefined ? Math.max(1, Math.min(endLine, total)) : total;
   280		const buf: string[] = [];
   281		for (let idx = s; idx <= e; idx++) {
   282			const lineText = lines[idx - 1] ?? '';
   283			buf.push(`${idx.toString().padStart(6, ' ')}\	${lineText}`);
   284		}
   285		return buf.join('
   286	');
   287	}
   288	
   289	function serializeComputeViewport(totalLines: number, centerLine: number, radius: number): { start: number; end: number } {
   290		if (totalLines <= 0) { return { start: 1, end: 0 }; }
   291		const start = Math.max(1, centerLine - radius);
   292		const end = Math.min(totalLines, centerLine + radius);
   293		return { start, end };
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1513,1533p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1522,5],"end":[1522,5]}]},"avgLogprob":-0.04832086178198997},"outcome":"accepted","outcomeTimestamp":1765382794107,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382794804,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '321,341p'
```
"},{"role":"user","content":"<stdout>
   321				const elt = this.b[i];
   322				let indices = this.b2j.get(elt);
   323				if (!indices) {
   324					indices = [];
   325					this.b2j.set(elt, indices);
   326				}
   327				indices.push(i);
   328			}
   329		}
   330	
   331		// Exact port of difflib's find_longest_match assuming junk=None
   332		private findLongestMatch(alo: number, ahi: number, blo: number, bhi: number) {
   333			const b2j = this.b2j!;
   334	
   335			let besti = alo;
   336			let bestj = blo;
   337			let bestsize = 0;
   338	
   339			let j2len = new Map<number, number>();
   340	
   341			for (let i = alo; i < ahi; i++) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1654,1674p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1663,70],"end":[1663,70]}]},"avgLogprob":-0.043578788638234105},"outcome":"accepted","outcomeTimestamp":1765382795478,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382796171,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '375,395p'
```
"},{"role":"user","content":"<stdout>
   375			return { i: besti, j: bestj, n: bestsize };
   376		}
   377	
   378		// Exact port of difflib's get_matching_blocks
   379		private getMatchingBlocks() {
   380			if (this.matchingBlocks !== null) { return this.matchingBlocks; }
   381	
   382			const la = this.a.length;
   383			const lb = this.b.length;
   384	
   385			const queue: Array<[number, number, number, number]> = [[0, la, 0, lb]];
   386			const matchingBlocks: Array<{ i: number; j: number; n: number }> = [];
   387	
   388			while (queue.length) {
   389				const [alo, ahi, blo, bhi] = queue.pop()!;
   390				const match = this.findLongestMatch(alo, ahi, blo, bhi);
   391				const { i, j, n } = match;
   392				if (n > 0) {
   393					matchingBlocks.push(match);
   394					if (alo < i && blo < j) {
   395						queue.push([alo, i, blo, j]);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1832,1852p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1841,78],"end":[1841,78]}]},"avgLogprob":-0.05004379190293404},"outcome":"accepted","outcomeTimestamp":1765382796591,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382797303,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '433,453p'
```
"},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2043,2063p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.09938138728286945},"outcome":"accepted","outcomeTimestamp":1765382797695,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382798401,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2035,2055p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.028732781721794123},"outcome":"accepted","outcomeTimestamp":1765382800132,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382800487,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2030,2050p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100353051324054},"outcome":"accepted","outcomeTimestamp":1765382800941,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382801296,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2020,2040p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.0483481369235357},"outcome":"accepted","outcomeTimestamp":1765382801721,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382802076,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2030,2050p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100353051324054},"outcome":"accepted","outcomeTimestamp":1765382802588,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382802943,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2030,2050p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100353051324054},"outcome":"accepted","outcomeTimestamp":1765382803515,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382803869,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2031,2051p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.06456793235107612},"outcome":"accepted","outcomeTimestamp":1765382804302,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382804657,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2035,2055p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100344923414716},"outcome":"accepted","outcomeTimestamp":1765382805110,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382805465,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2035,2055p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100344923414716},"outcome":"accepted","outcomeTimestamp":1765382805924,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382806279,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2030,2050p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100353051324054},"outcome":"accepted","outcomeTimestamp":1765382811405,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382811760,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2030,2050p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100353051324054},"outcome":"accepted","outcomeTimestamp":1765382812216,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382812570,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2036,2056p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.0645679404789874},"outcome":"accepted","outcomeTimestamp":1765382812908,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382813263,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2020,2040p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.0483481369235357},"outcome":"accepted","outcomeTimestamp":1765382813532,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382813886,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2030,2050p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100353051324054},"outcome":"ignored","outcomeTimestamp":1765382815193,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382815194,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
   433			this.matchingBlocks = result;
   434			return result;
   435		}
   436	
   437		// Exact port of difflib's get_opcodes
   438		getOpcodes(): Opcode[] {
   439			if (this.opcodesCache) { return this.opcodesCache; }
   440	
   441			const opcodes: Opcode[] = [];
   442			let i = 0;
   443			let j = 0;
   444	
   445			for (const m of this.getMatchingBlocks()) {
   446				const tag: OpcodeTag = \"equal\";
   447				const ai = m.i;
   448				const bj = m.j;
   449				const n = m.n;
   450	
   451				let tagToUse: OpcodeTag | null = null;
   452	
   453				if (i < ai && j < bj) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '501,521p'
```
"},{"role":"user","content":"<stdout>
   501	
   502		// i1/i2 refer to 'before' indices, j1/j2 to 'after'
   503		const startBefore = Math.max(1, first[1] + 1);
   504		const endBefore = last[2];
   505		const startAfter = Math.max(1, first[3] + 1);
   506		const endAfter = last[4];
   507		const replacementLines = afterLines.slice(first[3], last[4]);
   508	
   509		return { startBefore, endBefore, startAfter, endAfter, replacementLines };
   510	}
   511	// -------------------- Conversation State Manager --------------------
   512	interface ConversationMessage {
   513		from: 'User' | 'Assistant';
   514		value: string;
   515	}
   516	
   517	class ConversationStateManager {
   518		private messages: ConversationMessage[] = [];
   519		private fileStates: Map<string, string> = new Map();
   520		private perFileViewport: Map<string, { start: number; end: number } | null> = new Map();
   521		private filesOpenedInConversation: Set<string> = new Set();
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '564,584p'
```
"},{"role":"user","content":"<stdout>
   564			const output = lineNumberedOutput(content);
   565			this.appendMessage({
   566				from: 'User',
   567				value: `<stdout>
   568	${output}
   569	</stdout>`,
   570			});
   571			this.filesOpenedInConversation.add(filePath);
   572		}
   573	
   574		flushTerminalOutputBuffer(): void {
   575			if (this.terminalOutputBuffer.length === 0) {
   576				return;
   577			}
   578			const aggregated = this.terminalOutputBuffer.join('');
   579			const out = normalizeTerminalOutput(aggregated);
   580			const cleaned = cleanText(out);
   581			if (cleaned.trim()) {
   582				this.appendMessage({
   583					from: 'User',
   584					value: `<stdout>
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '632,652p'
```
"},{"role":"user","content":"<stdout>
   632				sedCmd = `sed -i '${startBefore},${endBefore}d' ${targetFile}`;
   633			} else {
   634				// Replacement
   635				const escapedLines = replacementLines.map(line => escapeSingleQuotesForSed(line));
   636				const sedPayload = escapedLines.join('
   637	');
   638				sedCmd = `sed -i '${startBefore},${endBefore}c\\\\
   639	${sedPayload}' ${targetFile}`;
   640			}
   641	
   642			const totalLines = afterState.split(/
?
   643	/).length;
   644			const center = Math.floor((startAfter + endAfter) / 2);
   645			const vp = serializeComputeViewport(totalLines, center, VIEWPORT_RADIUS);
   646			this.perFileViewport.set(targetFile, vp);
   647	
   648			this.maybeCaptureFileContents(targetFile, beforeSnapshot);
   649	
   650			const chainedCmd = `${sedCmd} && cat -n ${targetFile} | sed -n '${vp.start},${vp.end}p'`;
   651			this.appendMessage({
   652				from: 'Assistant',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '724,744p'
```
"},{"role":"user","content":"<stdout>
   724	
   725		handleContentEvent(filePath: string, offset: number, length: number, newText: string): void {
   726			this.flushTerminalOutputBuffer();
   727	
   728			const before = this.fileStates.get(filePath) ?? '';
   729			const newTextStr = newText ?? '';
   730	
   731			// Approximate current edit region in line space
   732			const startLineCurrent = before.slice(0, offset).split('
   733	').length;
   734			const deletedContent = before.slice(offset, offset + length);
   735			const linesAdded = (newTextStr.match(/
   736	/g) || []).length;
   737			const linesDeleted = (deletedContent.match(/
   738	/g) || []).length;
   739			const regionStart = startLineCurrent;
   740			const regionEnd = startLineCurrent + Math.max(linesAdded, linesDeleted, 0);
   741	
   742			// Flush pending edits if this edit is far from the pending region
   743			let currentRegion = this.pendingEditRegions.get(filePath);
   744			if (currentRegion !== null && currentRegion !== undefined) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '837,857p'
```
"},{"role":"user","content":"<stdout>
   837		handleTerminalFocusEvent(): void {
   838			this.flushAllPendingEdits();
   839			this.flushTerminalOutputBuffer();
   840			// No-op for bash transcript; focus changes don't emit commands/output
   841		}
   842	
   843		handleGitBranchCheckoutEvent(branchInfo: string): void {
   844			this.flushAllPendingEdits();
   845			this.flushTerminalOutputBuffer();
   846	
   847			const branchStr = branchInfo.replace(/\\
   848	/g, '
   849	').replace(/\\
/g, '
');
   850			const cleaned = cleanText(branchStr);
   851			const m = cleaned.match(/to '([^']+)'/);
   852			if (!m) {
   853				console.warn(`[crowd-pilot] Could not extract branch name from git checkout message: ${cleaned}`);
   854				return;
   855			}
   856			let branchName = m[1].trim();
   857			// Safe-quote branch if it contains special characters
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '2030,2050p'
```","parsedAction":{"kind":"setSelections","selections":[{"start":[1910,1],"end":[1910,1]}]},"avgLogprob":-0.032100353051324054},"outcome":"ignored","outcomeTimestamp":1765382818386,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382818386,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-6.659469490593448e-7},"outcome":"ignored","outcomeTimestamp":1765382819382,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382819382,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '962,982p'
```
"},{"role":"user","content":"<stdout>
   962				await vscode.window.showTextDocument(uri);
   963			} catch (err: any) {
   964				if (err.code === 'ENOENT' || err.message?.includes('ENOENT')) {
   965					vscode.window.showInformationMessage('[crowd-pilot] No preference log file exists yet. Accept or reject some suggestions first.');
   966				} else {
   967					vscode.window.showErrorMessage(`[crowd-pilot] Error opening preference log: ${err.message}`);
   968				}
   969			}
   970		});
   971	
   972		const modelRun = vscode.commands.registerCommand('crowd-pilot.modelRun', async () => {
   973			const editor = vscode.window.activeTextEditor;
   974			if (!editor) {
   975				return;
   976			}
   977			try {
   978				if (!previewVisible) { return; }
   979				let action: Action | undefined = currentAction;
   980				if (!action) {
   981					const single = await requestModelActions(editor);
   982					currentAction = single;
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-7.056857624129616e-7},"outcome":"ignored","outcomeTimestamp":1765382826742,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382826743,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBash();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = rawBash();
"},"avgLogprob":-0.0009812923592770902},"outcome":"ignored","outcomeTimestamp":1765382827884,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382827884,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBash();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = rawBash();
"},"avgLogprob":-0.0010152704463425007},"outcome":"rejected","outcomeTimestamp":1765382828407,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382830534,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1080,1100p'
```
"},{"role":"user","content":"<stdout>
  1080			sglangTest,
  1081			modelRun,
  1082			onSelChange,
  1083			onActiveChange,
  1084			onDocChange,
  1085			onTerminalChange,
  1086			onTerminalCommand
  1087		);
  1088	
  1089		// Initialize: capture current active editor if any
  1090		const initialEditor = vscode.window.activeTextEditor;
  1091		if (initialEditor) {
  1092			const filePath = initialEditor.document.uri.fsPath;
  1093			const currentFileUri = initialEditor.document.uri.toString();
  1094			const tabEventText = initialEditor.document.getText();
  1095			activatedFiles.add(currentFileUri);
  1096			conversationManager.handleTabEvent(filePath, tabEventText);
  1097		}
  1098	}
  1099	
  1100	export function deactivate() {}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBash();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = rawBash();
"},"avgLogprob":-0.0010152704463425007},"outcome":"rejected","outcomeTimestamp":1765382832757,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382959731,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1175,1195p'
```
"},{"role":"user","content":"<stdout>
  1175	const PREDICTION_THROTTLE_MS = 300;
  1176	
  1177	type PendingPrediction = { id: number; timer: NodeJS.Timeout };
  1178	
  1179	let nextQueuedPredictionId = 0;
  1180	let pendingPredictions: PendingPrediction[] = [];
  1181	const cancelledPredictionIds = new Set<number>();
  1182	let lastPredictionTimestamp: number | undefined;
  1183	
  1184	function disposePreviewDecorations() {
  1185		try { decorationDeleteType?.dispose(); } catch {}
  1186		try { decorationReplaceType?.dispose(); } catch {}
  1187		try { decorationReplaceBlockType?.dispose(); } catch {}
  1188		decorationDeleteType = undefined;
  1189		decorationReplaceType = undefined;
  1190		decorationReplaceBlockType = undefined;
  1191	}
  1192	
  1193	function getDynamicMargin(editor: vscode.TextEditor, anchorLine: number, text: string): string {
  1194		const lines = text.split(/
?
  1195	/);
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.00011020503811324232},"outcome":"accepted","outcomeTimestamp":1765382963855,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382964884,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1911,0]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.004599715031644103},"outcome":"ignored","outcomeTimestamp":1765382965890,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382965891,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1289,1309p'
```
"},{"role":"user","content":"<stdout>
  1289			const label = `↳ Execute shell command in terminal: ${summary}`;
  1290			const margin = getDynamicMargin(editor, cursor.line, label);
  1291	
  1292			decorationReplaceBlockType = vscode.window.createTextEditorDecorationType({
  1293				after: {
  1294					contentText: '',
  1295					color: new vscode.ThemeColor('charts.purple'),
  1296					backgroundColor: new vscode.ThemeColor('editor.background'),
  1297					fontStyle: 'italic',
  1298					fontWeight: '600',
  1299					margin: `0 0 0 ${margin}`,
  1300					textDecoration: `none; display: inline-block; white-space: pre; content: \"${label.replace(/\"/g, '\\\\\"')}\"; border: 1px solid var(--vscode-charts-purple); padding: 4px; border-radius: 4px; box-shadow: 0 4px 8px rgba(0,0,0,0.25); pointer-events: none; position: relative; z-index: 100; vertical-align: top;`
  1301				}
  1302			});
  1303			editor.setDecorations(decorationReplaceBlockType, [{ range: new vscode.Range(lineEnd, lineEnd) }]);
  1304		} else if (next.kind === 'editInsert') {
  1305			const posLine = next.position[0];
  1306			const fullBlock = next.text;
  1307			const cssContent = fullBlock
  1308				.replace(/\"/g, '\\\\\"')
  1309				.replace(/
?
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1911,0]},"text":"}                                                                                                       	const trimmed = raw.trim();
"},"avgLogprob":-0.007701921464262777},"outcome":"rejected","outcomeTimestamp":1765382966956,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382966999,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.000641924082936387},"outcome":"rejected","outcomeTimestamp":1765382967772,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382968012,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.00045289270500317757},"outcome":"ignored","outcomeTimestamp":1765382971233,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382971233,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.00045289270500317757},"outcome":"ignored","outcomeTimestamp":1765382973428,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382973428,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.00045289270500317757},"outcome":"ignored","outcomeTimestamp":1765382974680,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765382974680,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.000038651837317060535},"outcome":"ignored","outcomeTimestamp":1765383002132,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383002132,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.00003946309203863673},"outcome":"ignored","outcomeTimestamp":1765383004714,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383004714,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1431,1451p'
```
"},{"role":"user","content":"<stdout>
  1431			}
  1432			if (editor.document.getText().length === 0) {
  1433				hidePreviewUI();
  1434				return;
  1435			}
  1436		}
  1437	
  1438		const now = Date.now();
  1439		const id = ++nextQueuedPredictionId;
  1440	
  1441		let delay = 0;
  1442		if (debounce) {
  1443			delay = Math.max(delay, PREDICTION_DEBOUNCE_MS);
  1444		}
  1445		if (lastPredictionTimestamp !== null && lastPredictionTimestamp !== undefined) {
  1446			const elapsed = now - lastPredictionTimestamp;
  1447			if (elapsed < PREDICTION_THROTTLE_MS) {
  1448				delay = Math.max(delay, PREDICTION_THROTTLE_MS - elapsed);
  1449			}
  1450		}
  1451	
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1572,1592p'
```
"},{"role":"user","content":"<stdout>
  1572			'',
  1573			'=== CONVERSATION FORMAT ===',
  1574			'The conversation history alternates between:',
  1575			'- Assistant messages: bash commands in fenced code blocks',
  1576			'- User messages: command output wrapped in <stdout>...</stdout> tags',
  1577			'',
  1578			'File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:',
  1579			'     1\	first line',
  1580			'     2\	second line',
  1581			'',
  1582			'File content is typically shown in viewports of ~20 lines around the area of interest.',
  1583			'',
  1584			'=== RESPONSE FORMAT ===',
  1585			'Your response must contain exactly ONE bash code block with one command or two commands connected with &&.',
  1586			'',
  1587			'<format_example>',
  1588			'```bash',
  1589			'your_command_here',
  1590			'```',
  1591			'</format_example>',
  1592			'',
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.00005519688246127201},"outcome":"ignored","outcomeTimestamp":1765383090058,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383090058,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.0000023335879933091716},"outcome":"ignored","outcomeTimestamp":1765383090744,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383090744,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1717,1737p'
```
"},{"role":"user","content":"<stdout>
  1717	}
  1718	
  1719	function extractChatContent(json: any): string | undefined {
  1720		try {
  1721			if (json && Array.isArray(json.choices) && json.choices[0]) {
  1722				const choice = json.choices[0];
  1723				if (choice.message && typeof choice.message.content === 'string') {
  1724					return choice.message.content;
  1725				}
  1726				if (typeof choice.text === 'string') {
  1727					return choice.text;
  1728				}
  1729			}
  1730			return undefined;
  1731		} catch {
  1732			return undefined;
  1733		}
  1734	}
  1735	
  1736	/**
  1737	 * Calculate average logprob per token from the API response.
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.000004567363024554244},"outcome":"accepted","outcomeTimestamp":1765383091471,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383092487,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1911,0]},"text":"}                                                                                                       
"},"avgLogprob":-0.0018549022123423918},"outcome":"ignored","outcomeTimestamp":1765383093477,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383093477,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1911,0]},"text":"}                                                                                                       
"},"avgLogprob":-0.0018520625322021747},"outcome":"ignored","outcomeTimestamp":1765383094214,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383094214,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1914,1934p'
```
"},{"role":"user","content":"<stdout>
  1914		return undefined;
  1915	}
  1916	
  1917	/**
  1918	 * Parse viewport / selection commands of the form:
  1919	 *   cat -n <file> | sed -n 'START,ENDp'
  1920	 *
  1921	 * into a lightweight VS Code selection move (setSelections). This mirrors how
  1922	 * selection and viewport events are serialized in serialization_utils.py.
  1923	 */
  1924	function parseViewportFromCatCommand(command: string, doc: vscode.TextDocument): Action | undefined {
  1925		const main = command.split(/&&|\\|\\|/)[0]?.trim() ?? '';
  1926		if (!main) {
  1927			return undefined;
  1928		}
  1929	
  1930		// Simple file-open: cat -n <file>
  1931		const simpleCatMatch = main.match(/^cat\\s+-n\\s+([^\\s|]+)\\s*$/);
  1932		if (simpleCatMatch) {
  1933			const targetFile = simpleCatMatch[1] ?? '';
  1934			if (targetFile !== doc.uri.fsPath) {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trim();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1911,0]},"text":"}                                                                                                       
"},"avgLogprob":-0.0018520625322021747},"outcome":"accepted","outcomeTimestamp":1765383094587,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383096490,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.trm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.tm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.tm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1912,0]},"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-0.0000898964050599296},"outcome":"accepted","outcomeTimestamp":1765383097209,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383098266,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.m();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = raw.m();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1913,0]},"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-0.001246886139555016},"outcome":"accepted","outcomeTimestamp":1765383098884,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383099885,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```","parsedAction":{"kind":"editInsert","position":[1993,0],"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-7.929049481488217e-7},"outcome":"ignored","outcomeTimestamp":1765383100894,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383100894,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawNm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawNm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```","parsedAction":{"kind":"editInsert","position":[1993,0],"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-0.000001118676898339916},"outcome":"accepted","outcomeTimestamp":1765383103039,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383103926,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBam();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBam();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```","parsedAction":{"kind":"editInsert","position":[1994,0],"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-1.6772541986811542e-7},"outcome":"accepted","outcomeTimestamp":1765383104454,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383105358,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1983,1983c\\
	const trimmed = rawBashm();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1973,1990p'
```
"},{"role":"user","content":"<stdout>
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```","parsedAction":{"kind":"editInsert","position":[1995,0],"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-6.930773474513719e-9},"outcome":"accepted","outcomeTimestamp":1765383105788,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383106664,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1997i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1987,1998p'
```","parsedAction":{"kind":"editInsert","position":[1996,0],"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-1.5247710401782507e-8},"outcome":"ignored","outcomeTimestamp":1765383107793,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383107793,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1959,1979p'
```
"},{"role":"user","content":"<stdout>
  1959		}
  1960	
  1961		// Place the cursor in the middle of the viewport (1-based to 0-based).
  1962		const center1 = Math.floor((startLine1 + endLine1) / 2);
  1963		const center0 = Math.max(0, center1 - 1);
  1964		const lastLine = Math.max(0, doc.lineCount - 1);
  1965		const line = Math.min(center0, lastLine);
  1966		const endChar = doc.lineAt(line).range.end.character;
  1967	
  1968		return {
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1971,1990p'
```
"},{"role":"user","content":"<stdout>
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991i\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1997i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1987,1998p'
```","parsedAction":{"kind":"editInsert","position":[1996,0],"text":"}                                                                                                       		const trimmed = raw.trim();
"},"avgLogprob":-5.544619440580962e-9},"outcome":"ignored","outcomeTimestamp":1765383111182,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383111182,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996,1996d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995,1995d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994,1994d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993,1993d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992,1992d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991,1991d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990i\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```","parsedAction":{"kind":"editInsert","position":[1989,0],"text":"}                                                                                                       	const trimmed = raw.trim();
"},"avgLogprob":-0.0009552167853968286},"outcome":"rejected","outcomeTimestamp":1765383111541,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383112762,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1993i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996,1996d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995,1995d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994,1994d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993,1993d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992,1992d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991,1991d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990i\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```","parsedAction":{"kind":"editInsert","position":[1989,0],"text":"}                                                                                                       	const trimmed = raw.trim();
"},"avgLogprob":-0.0010345106179626968},"outcome":"rejected","outcomeTimestamp":1765383113528,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383116570,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996,1996d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995,1995d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994,1994d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993,1993d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992,1992d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991,1991d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1969,1989p'
```
"},{"role":"user","content":"<stdout>
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1983,1983c\\
	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1979,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1982,0],"end":[1910,1]},"text":"	const trimmed = raw.trim();
"},"avgLogprob":-0.00010285203552435742},"outcome":"accepted","outcomeTimestamp":1765383130457,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383131348,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996,1996d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995,1995d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994,1994d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993,1993d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992,1992d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991,1991d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1969,1989p'
```
"},{"role":"user","content":"<stdout>
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1990c\\
}                                                                                                       
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1911,0]},"text":"}                                                                                                       
"},"avgLogprob":-0.002247677113772832},"outcome":"ignored","outcomeTimestamp":1765383132466,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383132466,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1994i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996,1996d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995,1995d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994,1994d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993,1993d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992,1992d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991,1991d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1969,1989p'
```
"},{"role":"user","content":"<stdout>
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1990,1990c\\
}                                                                                                       
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1989,0],"end":[1911,0]},"text":"}                                                                                                       
"},"avgLogprob":-0.0021800004052893738},"outcome":"ignored","outcomeTimestamp":1765383142348,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383142348,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996,1996d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995,1995d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994,1994d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993,1993d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992,1992d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991,1991d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1969,1989p'
```
"},{"role":"user","content":"<stdout>
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1989,1989c\\
	return trimmed.length > 0 ? trimmed : undefined;' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1988,0],"end":[1910,1]},"text":"	return trimmed.length > 0 ? trimmed : undefined;
"},"avgLogprob":-0.006177851474874443},"outcome":"rejected","outcomeTimestamp":1765383142921,"modelName":"qwen/qwen3-8b"}
{"timestamp":1765383143364,"context":[{"role":"system","content":"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.

=== CONVERSATION FORMAT ===
The conversation history alternates between:
- Assistant messages: bash commands in fenced code blocks
- User messages: command output wrapped in <stdout>...</stdout> tags

File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
     1	first line
     2	second line

File content is typically shown in viewports of ~20 lines around the area of interest.

=== RESPONSE FORMAT ===
Your response must contain exactly ONE bash code block with one command or two commands connected with &&.

<format_example>
```bash
your_command_here
```
</format_example>

Failure to follow these rules will cause your response to be rejected.

=== EDIT COMMAND FORMAT (IMPORTANT) ===
When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
and you MUST NOT use substitution commands like \"Ns/old/new/g\".

Assume all line numbers are 1-based and paths are absolute.
Allowed edit encodings (choose exactly one per response):

1) Replace a contiguous block of lines:
   sed -i 'START,ENDc\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

2) Delete a contiguous block of lines:
   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

3) Insert new lines BEFORE a given line:
   sed -i 'STARTi\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

4) Append new lines at the END of the file:
   sed -i '$a\\
NEW_LINE_1
NEW_LINE_2
...
' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'

Where VSTART and VEND specify a small viewport around the edited region.

Do NOT emit commands like \"3s/print/print()/g\" or any other \"s/old/new/\" style sed substitution; instead,
always rewrite the affected lines using one of the line-based forms above.

When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands."},{"role":"assistant","content":"```bash
sed -i '1995i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996i\\
}                                                                                                       		const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1986,1997p'
```
"},{"role":"user","content":"<stdout>
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	}                                                                                                       		const trimmed = raw.trim();
  1997	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1996,1996d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1985,1996p'
```
"},{"role":"user","content":"<stdout>
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	}                                                                                                       		const trimmed = raw.trim();
  1996	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1995,1995d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1984,1995p'
```
"},{"role":"user","content":"<stdout>
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	}                                                                                                       		const trimmed = raw.trim();
  1995	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1994,1994d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1983,1994p'
```
"},{"role":"user","content":"<stdout>
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	}                                                                                                       		const trimmed = raw.trim();
  1994	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1993,1993d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1982,1993p'
```
"},{"role":"user","content":"<stdout>
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	}                                                                                                       		const trimmed = raw.trim();
  1993	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1992,1992d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1981,1992p'
```
"},{"role":"user","content":"<stdout>
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       		const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1992p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	}                                                                                                       
  1992	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1991,1991d' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"},{"role":"assistant","content":"```bash
cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1969,1989p'
```
"},{"role":"user","content":"<stdout>
  1969			kind: 'setSelections',
  1970			selections: [
  1971				{
  1972					start: [line, endChar],
  1973					end: [line, endChar],
  1974				},
  1975			],
  1976		};
  1977	}
  1978	
  1979	function extractBashCommand(raw: string): string | undefined {
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1990c\\
}                                                                                                       	const trimmed = raw.trim();
' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1991p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       	const trimmed = raw.trim();
  1991	
</stdout>"},{"role":"assistant","content":"```bash
sed -i '1990,1991c\\
}                                                                                                       ' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```
"},{"role":"user","content":"<stdout>
  1980		if (!raw) {
  1981			return undefined;
  1982		}
  1983		const trimmed = rawBashm();
  1984		const fenceMatch = trimmed.match(/```(?:bash)?\\s*([\\s\\S]*?)```/i);
  1985		if (fenceMatch && fenceMatch[1]) {
  1986			return fenceMatch[1];
  1987		}
  1988		// Fallback: treat entire response as the command
  1989		return trimmed.length > 0 ? trimmed : undefined;
  1990	}                                                                                                       
</stdout>"}],"completion":{"rawModelOutput":"```bash
sed -i '1989,1989c\\
	return trimmed.length > 0 ? trimmed : undefined;' /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts && cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts | sed -n '1980,1990p'
```","parsedAction":{"kind":"editReplace","range":{"start":[1988,0],"end":[1910,1]},"text":"	return trimmed.length > 0 ? trimmed : undefined;
"},"avgLogprob":-0.0057802764625084335},"outcome":"rejected","outcomeTimestamp":1765383143940,"modelName":"qwen/qwen3-8b"}