[content] /fast/project/HFMI_SynergyUnit/mihir/logs/.crowd-pilot-preferences.jsonl (jsonl)
{"timestamp":1765383187482,"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 '1980,1992p'
```
"},{"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>"},{"role":"assistant","content":"```bash
cat -n /fast/project/HFMI_SynergyUnit/mihir/logs/.crowd-pilot-preferences.jsonl
```
"},{"role":"user","content":"<stdout>
     1	{\"timestamp\":1765382742001,\"context\":[{\"role\":\"system\",\"content\":\"You are a helpful assistant that interacts with a computer shell to solve programming tasks.
     2	Your goal is to predict the next bash command a developer would most likely execute, given their editing and navigation history.
     3	
     4	=== CONVERSATION FORMAT ===
     5	The conversation history alternates between:
     6	- Assistant messages: bash commands in fenced code blocks
     7	- User messages: command output wrapped in <stdout>...</stdout> tags
     8	
     9	File contents are displayed with 6-character right-aligned line numbers followed by a tab, e.g.:
    10	     1\	first line
    11	     2\	second line
    12	
    13	File content is typically shown in viewports of ~20 lines around the area of interest.
    14	
    15	=== RESPONSE FORMAT ===
    16	Your response must contain exactly ONE bash code block with one command or two commands connected with &&.
    17	
    18	<format_example>
    19	```bash
    20	your_command_here
    21	```
    22	</format_example>
    23	
    24	Failure to follow these rules will cause your response to be rejected.
    25	
    26	=== EDIT COMMAND FORMAT (IMPORTANT) ===
    27	When you want to EDIT a file, you MUST encode the edit using line-based sed commands in ONE of the following forms,
    28	and you MUST NOT use substitution commands like \\\"Ns/old/new/g\\\".
    29	
    30	Assume all line numbers are 1-based and paths are absolute.
    31	Allowed edit encodings (choose exactly one per response):
    32	
    33	1) Replace a contiguous block of lines:
    34	   sed -i 'START,ENDc\\\\
    35	NEW_LINE_1
    36	NEW_LINE_2
    37	...
    38	' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'
    39	
    40	2) Delete a contiguous block of lines:
    41	   sed -i 'START,ENDd' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'
    42	
    43	3) Insert new lines BEFORE a given line:
    44	   sed -i 'STARTi\\\\
    45	NEW_LINE_1
    46	NEW_LINE_2
    47	...
    48	' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'
    49	
    50	4) Append new lines at the END of the file:
    51	   sed -i '$a\\\\
    52	NEW_LINE_1
    53	NEW_LINE_2
    54	...
    55	' /abs/path/to/file && cat -n /abs/path/to/file | sed -n 'VSTART,VENDp'
    56	
    57	Where VSTART and VEND specify a small viewport around the edited region.
    58	
    59	Do NOT emit commands like \\\"3s/print/print()/g\\\" or any other \\\"s/old/new/\\\" style sed substitution; instead,
    60	always rewrite the affected lines using one of the line-based forms above.
    61	
    62	When you are NOT editing files (e.g., running tests, git commands, tools, etc.), you may emit arbitrary bash commands.\"},{\"role\":\"assistant\",\"content\":\"```bash
    63	pwd
    64	```
    65	\"},{\"role\":\"assistant\",\"content\":\"```bash
    66	cd /fast/project/HFMI_SynergyUnit/mihir/logs/
    67	```
    68	\"},{\"role\":\"assistant\",\"content\":\"```bash
    69	cat -n /home/mihir.mahajan/Projects/crowd-pilot-extension/src/extension.ts
    70	```
    71	\"},{\"role\":\"user\",\"content\":\"<stdout>
    72	     1\	import * as vscode from 'vscode';
    73	     2\	import * as http from 'http';
    74	     3\	import * as fs from 'fs';
    75	     4\	import * as path from 'path';
    76	     5\	import { Buffer } from 'buffer';
    77	     6\	
    78	     7\	// -------------------- Preference Data Collection --------------------
    79	     8\	
    80	     9\	interface PreferenceSample {
    81	    10\	\	timestamp: number;
    82	    11\	\	context: Array<{ role: string; content: string }>;
    83	    12\	\	completion: {
    84	    13\	\	\	rawModelOutput: string;
    85	    14\	\	\	parsedAction: Action | null;
    86	    15\	\	\	avgLogprob: number;
    87	    16\	\	};
    88	    17\	\	outcome: 'accepted' | 'rejected' | 'ignored' | null;
    89	    18\	\	outcomeTimestamp: number | null;
    90	    19\	\	modelName: string;
    91	    20\	}
    92	    21\	
    93	    22\	interface PendingPreferenceSample {
    94	    23\	\	sample: PreferenceSample;
    95	    24\	\	shownAt: number;
    96	    25\	}
    97	    26\	
    98	    27\	let pendingPreferenceSample: PendingPreferenceSample | null = null;
    99	    28\	
   100	    29\	function getPreferenceLogPath(): string {
   101	    30\	\	const cfg = getConfig();
   102	    31\	\	if (cfg.preferenceLogPath) {
   103	    32\	\	\	return cfg.preferenceLogPath;
   104	    33\	\	}
   105	    34\	\	const workspaceFolders = vscode.workspace.workspaceFolders;
   106	    35\	\	if (workspaceFolders) {
   107	    36\	\	\	return path.join(workspaceFolders[0].uri.fsPath, '.crowd-pilot-preferences.jsonl');
   108	    37\	\	}
   109	    38\	\	throw new Error(\\\"No preference log path found.\\\")
   110	    39\	}
   111	    40\	
   112	    41\	/**
   113	    42\	 * Log a preference sample to the JSONL file.
   114	    43\	 * Each line is a complete JSON object for easy streaming/parsing.
   115	    44\	 */
   116	    45\	function logPreferenceSample(sample: PreferenceSample): void {
   117	    46\	\	const cfg = getConfig();
   118	    47\	\	if (!cfg.enablePreferenceLogging) {
   119	    48\	\	\	console.log(`[crowd-pilot] Preference logging disabled, skipping sample`);
   120	    49\	\	\	return;
   121	    50\	\	}
   122	    51\	
   123	    52\	\	const logPath = getPreferenceLogPath();
   124	    53\	\	const line = JSON.stringify(sample) + '
   125	    54\	';
   126	    55\	\	
   127	    56\	\	fs.appendFile(logPath, line, (err) => {
   128	    57\	\	\	if (err) {
   129	    58\	\	\	\	console.error('[crowd-pilot] Failed to log preference sample:', err);
   130	    59\	\	\	} else {
   131	    60\	\	\	\	console.log(`[crowd-pilot] Logged preference sample, outcome: (${sample.outcome})`);
   132	    61\	\	\	}
   133	    62\	\	});
   134	    63\	}
   135	    64\	
   136	    65\	/**
   137	    66\	 * Create a new pending preference sample when showing a preview.
   138	    67\	 * This captures all context needed for reward model training.
   139	    68\	 */
   140	    69\	function createPendingPreferenceSample(
   141	    70\	\	conversationMessages: Array<{ role: string; content: string }>,
   142	    71\	\	rawModelOutput: string,
   143	    72\	\	parsedAction: Action | null,
   144	    73\	\	avgLogprob: number,
   145	    74\	\	modelName: string
   146	    75\	): void {
   147	    76\	\	const sample: PreferenceSample = {
   148	    77\	\	\	timestamp: Date.now(),
   149	    78\	\	\	context: conversationMessages,
   150	    79\	\	\	completion: {
   151	    80\	\	\	\	rawModelOutput,
   152	    81\	\	\	\	parsedAction,
   153	    82\	\	\	\	avgLogprob,
   154	    83\	\	\	},
   155	    84\	\	\	outcome: null,
   156	    85\	\	\	outcomeTimestamp: null,
   157	    86\	\	\	modelName,
   158	    87\	\	};
   159	    88\	
   160	    89\	\	pendingPreferenceSample = {
   161	    90\	\	\	sample,
   162	    91\	\	\	shownAt: Date.now(),
   163	    92\	\	};
   164	    93\	}
   165	    94\	
   166	    95\	/**
   167	    96\	 * Record the outcome of the current pending sample and log it.
   168	    97\	 */
   169	    98\	function recordPreferenceOutcome(outcome: 'accepted' | 'rejected' | 'ignored'): void {
   170	    99\	\	if (!pendingPreferenceSample) {
   171	   100\	\	\	return;
   172	   101\	\	}
   173	   102\	
   174	   103\	\	const sample = pendingPreferenceSample.sample;
   175	   104\	\	sample.outcome = outcome;
   176	   105\	\	sample.outcomeTimestamp = Date.now();
   177	   106\	
   178	   107\	\	logPreferenceSample(sample);
   179	   108\	
   180	   109\	\	pendingPreferenceSample = null;
   181	   110\	}
   182	   111\	
   183	   112\	/**
   184	   113\	 * Mark any pending sample as ignored (user moved on without explicit accept/reject).
   185	   114\	 */
   186	   115\	function markPendingAsIgnored(): void {
   187	   116\	\	if (pendingPreferenceSample) {
   188	   117\	\	\	recordPreferenceOutcome('ignored');
   189	   118\	\	}
   190	   119\	}
   191	   120\	
   192	   121\	type Action =
   193	   122\	| { kind: 'showTextDocument' }
   194	   123\	| { kind: 'setSelections', selections: Array<{ start: [number, number], end: [number, number] }> }
   195	   124\	| { k"}],"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":"terminalSendText","text":"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'"},"avgLogprob":-0.01710311683788935},"outcome":"ignored","outcomeTimestamp":1765383188858,"modelName":"qwen/qwen3-8b"}