Dataset Preview
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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
meta: struct<sample_id: string, agent: string, conversation: string, source: string, layer: string, outcom (... 73 chars omitted)
child 0, sample_id: string
child 1, agent: string
child 2, conversation: string
child 3, source: string
child 4, layer: string
child 5, outcome_score: null
child 6, weight: double
child 7, next_turn: string
child 8, mixture_factor: double
chosen: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
prompt: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
rejected: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
to
{'prompt': List({'role': Value('string'), 'content': Value('string')}), 'chosen': List({'role': Value('string'), 'content': Value('string')}), 'rejected': List({'role': Value('string'), 'content': Value('string')}), 'meta': {'pair_source': Value('string'), 'session': Value('string'), 'tool': Value('string'), 'margin': Value('int64'), 'weight': Value('int64')}}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
for item in generator(*args, **kwargs):
~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
messages: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
meta: struct<sample_id: string, agent: string, conversation: string, source: string, layer: string, outcom (... 73 chars omitted)
child 0, sample_id: string
child 1, agent: string
child 2, conversation: string
child 3, source: string
child 4, layer: string
child 5, outcome_score: null
child 6, weight: double
child 7, next_turn: string
child 8, mixture_factor: double
chosen: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
prompt: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
rejected: list<item: struct<role: string, content: string>>
child 0, item: struct<role: string, content: string>
child 0, role: string
child 1, content: string
to
{'prompt': List({'role': Value('string'), 'content': Value('string')}), 'chosen': List({'role': Value('string'), 'content': Value('string')}), 'rejected': List({'role': Value('string'), 'content': Value('string')}), 'meta': {'pair_source': Value('string'), 'session': Value('string'), 'tool': Value('string'), 'margin': Value('int64'), 'weight': Value('int64')}}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
prompt list | chosen list | rejected list | meta dict |
|---|---|---|---|
[
{
"role": "user",
"content": "we also have the integration with the stdb NPC/DBAI and public proof database for this scenario"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal/modules/database-ai/spacetimedb-module/src 2>/dev/null || cd /home/runner/workspace/nexus-terminal/modules/database-ai 2>/dev/null\necho \"=== NPC swarm + agent-turn runtime (DBAI) ... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "continue and wrap up the remianing item"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal\necho \"=== adapter deleteFile: does it delete R2 + row? ===\"\nS=$(grep -n \"async deleteFile\\|deleteFile(\" services/filesystem/adapters/CloudFilesystemAdapter.ts | head -1 | cut... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/nexus-terminal\\necho \\\"=== adapter deleteFile: does it delete R2 + row? ===\\\"\\nS=$(grep -n \\\"async deleteFile\\\\|deleteFile(\\\" services/filesystem/adapters/CloudFilesystemAdapter.ts | head -1 | cut -d: -f1)... | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "ok so where are we positioned no with the overall project?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal-extracted\necho \"=== in-flight deploys (the 0.99.0 push) ===\"\ngh run list -L 4 --json workflowName,status,conclusion -q '.[] | \"\\(.workflowName): \\(.status) \\(.conclusion)\"'... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "well for docs then you need to still use the the xai docs mcp server"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== omniclaude-v4 .cortex MCP config ===\"\ncat .cortex/mcp_config.json 2>/dev/null | head -40 || echo \"(none)\"\necho\necho \"=== grok CLI mcp config ===\"\ntimeout 20 ~/.g... | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"=== omniclaude-v4 .cortex MCP config ===\\\"\\ncat .cortex/mcp_config.json 2>/dev/null | head -40 || echo \\\"(none)\\\"\\necho\\necho \\\"=== grok CLI mcp config ===\\\"\\ntimeout 20... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i was generalizing but i still think you are mistaken. I could be wrong but as I recall some changes were made to the record prior decisions lookup system that improved it after the initial regression. I am not so sure that your walled off assumptions are entirely correct. You ... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace && git log --all --oneline --date=short --pretty=\"%h %ad %s\" --since=\"2026-04-20\" -- nexus-terminal/modules/database-ai/services/NexusCortexSpacetimeDBService.ts nexus-terminal/modules/nexus-s... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "continue working on the fabricated references. If the steering is applied intelligently this may also firm up the importance of grounded fact and bibliographical references. I note that xai by default includes a lot of bibliographical ground truth refernces when it researches t... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== .cortex/system-messages/ ===\" && ls -la .cortex/system-messages/ 2>/dev/null | head -20\necho \"=== existing message frontmatter + any verification/grounding rule alread... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "both, benchmark first then commit"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== REAL line numbers (ground truth for hallucination check) ===\" \necho \"JSONLHistoryStore.ts:\"; grep -n \"private ensuredDirs: Set<string>\\|err?.code === 'ENOENT'\\|} e... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "yes trace it through the messages api and ground your knowledge in facts first"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== APIClient: Messages-API send method(s) + temperature refs ===\"\ngrep -n \"sendMessages\\|sendAnthropic\\|messages.create\\|anthropic\\|Messages API\\|api\\.pattern\\|pat... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"=== APIClient: Messages-API send method(s) + temperature refs ===\\\"\\ngrep -n \\\"sendMessages\\\\|sendAnthropic\\\\|messages.create\\\\|anthropic\\\\|Messages API\\\\|api\\\\.pattern\\\\|pa... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "we tested temps with grok exhaustively yesterday and settled on .5 for grok 4.3 as producing more deterministic code without halucinations. What you are telling me is starting to scare me. cargo cult? this isnt a rust project. we are not dealing with nexus terminal or stdb or r... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace && echo \"=== commit 1d6eb93e2 — WHAT FILES did it actually touch? ===\" && git show --stat --oneline 1d6eb93e2 | head -30 && echo && echo \"=== the actual diff ===\" && git show 1d6eb93e2 -- . | ... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i think the bigger issue is that grok 4.3 is halucinating and gemini is wasting tokens and we have no caching schema in place for it. Please remove the temp setting from the grok4.3 model card. I want to test with no explicit setting and see what kind of quality change we get i... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\necho \"=== grok-4.3 card location ===\" && grep -rl \"grok-4.3\\|grok-4\\.3\" packages/core/src/models/ 2>/dev/null | head && echo \"=== xai cards dir ===\" && ls packages/core/src/models/cards/ 2>/dev/null && echo \"=== t... | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"echo \\\"=== grok-4.3 card location ===\\\" && grep -rl \\\"grok-4.3\\\\|grok-4\\\\.3\\\" packages/core/src/models/ 2>/dev/null | head && echo \\\"=== xai cards dir ===\\\" && ls packages/core/src/models/cards/ 2>/dev/null && echo \\\... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "ok great, what was the point of this whole discussion?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/.agents/skills/cortex && grep -n \"pkill -f \\\"packages/server\\|OMNICLAUDE_MODE=stateless\\|Known gotchas\\|Example benchmark run\\|sleep 5\\|Server boot ~5s\\|disown; sleep\" SKILL.md\n</parame... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "can you access user account settings through it? or the docs repo?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== grok inspect (config discovery, no secrets) ===\"\ntimeout 20 ~/.grok/bin/grok inspect 2>&1 | head -30\necho\necho \"=== ~/.grok/config.toml ===\"\ncat ~/.grok/config.tom... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i see 1483 uncommitted changes in the omniclaude/packages dir"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\necho \"TOTAL packages changes:\" && git status --porcelain | grep -cE \"packages/\" && echo \"--- by category ---\" && git status --porcelain | grep -E \"packages/\" | sed 's|^\\(...\\).*omniclaude-v4/||' | awk '{\n if ($0... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "ok i bound the key, but there was no admin tier. only free, pro, team, and enterprise"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal\nSP=/home/runner/workspace/.local/bin/spacetime\nHASH=$(node -e 'const c=require(\"crypto\");process.stdout.write(c.createHash(\"sha256\").update(\"[REDACTED]\").digest(\"hex\"))')\... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/nexus-terminal\\nSP=/home/runner/workspace/.local/bin/spacetime\\nHASH=$(node -e 'const c=require(\\\"crypto\\\");process.stdout.write(c.createHash(\\\"sha256\\\").update(\\\"[REDACTED]\\\").digest(\\\"hex\\\"))')\\ne... | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "can you check that the omniclaude-v4/packages/core/src/models/cards/xai/grok-4-fast-non-reasoning.ts model card is also correct?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\n/home/runner/workspace/omniclaude-v4/packages/core/src/models/cards/xai/grok-4-fast-non-reasoning.ts\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Read>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-c67d47b7c8fe428e",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "update the grok-4-fast model card with your recommandations to improve perfomance and functionality"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Edit>\n<parameter=_truncated>\n{\"file_path\":\"/home/runner/workspace/omniclaude-v4/packages/core/src/models/cards/xai/grok-4-fast.ts\",\"old_string\":\"/**\\n * Grok 4 Fast (grok-4-fast)\\n * XAI's fastest reasoning model with 2M context window\\n ... | [
{
"role": "assistant",
"content": "<function name=\"Edit\">{\"_truncated\":\"{\\\"file_path\\\":\\\"/home/runner/workspace/omniclaude-v4/packages/core/src/models/cards/xai/grok-4-fast.ts\\\",\\\"old_string\\\":\\\"/**\\\\n * Grok 4 Fast (grok-4-fast)\\\\n * XAI's fastest reasoning model with 2M context wind... | {
"pair_source": "anti_gibberish",
"session": "anon-c67d47b7c8fe428e",
"tool": "Edit",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "the nexus-terminal dir agent has left you a memory update concerning our findings around the sliding context window and reasoning pattern optimization"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/.claude/projects/-home-runner-workspace/memory\necho \"=== recently modified memory files (last 2h) ===\"\nfind . -name \"*.md\" -mmin -120 -printf \"%TY-%Tm-%Td %TH:%TM %p\\n\" 2>/dev/null | sor... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "can you take a look at the omniclaude-v4 library and look at the model card system. take a look at the current grok-4-fast card and the xaiConfigurator. do a deep dive and familiarize yourself with the project. we need to optimize a few things"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\npwd && ls -la\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-c67d47b7c8fe428e",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i think first we should a/b test grok-4.3 as grok-code-fast-1 replacement in the v1 messages api schema, against grok-4.3 in the v1 responses api with hybrid tools and without hybrid server side tools, and see which harness and capabilites are revealed"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== When is createXAIModelConfig called? (startup vs per-request) ===\"\ngrep -rn \"createXAIModelConfig\\|createXAIModelConfig(\" packages/core/src/models/cards/xai/ 2>/dev/... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "Run a benchmark against the omniclaude-v4 harness server at http://localhost:4000. Send a creative code generation prompt to the model `gemini-3.0-flash` and capture the full response.\n\nRead the prompt from `/tmp/router-matrix-prompt.txt`, then send it via curl:\n\n```bash\nP... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\n/tmp/router-matrix-prompt.txt\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Read>{\"file_path\":\"/tmp/router-matrix-prompt.txt\"}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-c85eb52c87fdf14b",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "You are running as a control benchmark. Answer this question by searching the codebase at /home/runner/workspace/omniclaude-v4/:\n\nWhere is the RetryMiddleware class defined? What backoff strategy does it use?\n\nUse grep/read tools. Report your answer, and also report how man... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngrep -r \"class RetryMiddleware\" /home/runner/workspace/omniclaude-v4/ --include=\"*.ts\" -l\n</parameter>\n<parameter=description>\nFind RetryMiddleware class definition file\n</parameter>\n</function>\n</tool_call>"
}... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-770f0ec54525d03e",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "run the n=5 multi-turn check"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Write>\n<parameter=_truncated>\n{\"file_path\":\"/tmp/r28-n5-multiturn.sh\",\"content\":\"#!/bin/bash\\n# R28 lock-in: n=5 independent multi-turn conversations, grok-4.3, Messages API.\\n# Each run: fresh session -> T1 (cold, read+remember version) -... | [
{
"role": "assistant",
"content": "<function name=\"Write\">{\"_truncated\":\"{\\\"file_path\\\":\\\"/tmp/r28-n5-multiturn.sh\\\",\\\"content\\\":\\\"#!/bin/bash\\\\n# R28 lock-in: n=5 independent multi-turn conversations, grok-4.3, Messages API.\\\\n# Each run: fresh session -> T1 (cold, read+remember vers... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Write",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "why dont you run the headless api with captures and then look at the captures"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=_truncated>\n{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\ncurl -s --max-time 4 http://localhost:4000/health 2>/dev/null | grep -q healthy && echo \\\"server up (messages, DEBUG_XAI_REQ, R28a-d)\\\" || echo \\\"DOWN\\\"\\... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "can you enable debug logging or session captures, or lookin the jsonl history store at what is being sent?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== recent session JSONL files ===\"\nls -lat .cortex/sessions/*.jsonl 2>/dev/null | head -5\nF=$(ls -t .cortex/sessions/*.jsonl 2>/dev/null | head -1); echo \"latest: $F\"\n... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "is mentorship active? is it injecting at the front or rear?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== is mentorship active? (.env + schema default) ===\"\ngrep -nE \"^MENTORSHIP_\" .env 2>/dev/null || echo \"(.env: no MENTORSHIP_* → schema defaults)\"\ngrep -nE \"MENTORSH... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "is the messages api method stripping encrypted thinking? or anything else?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== xAI messages: how assistant thinking + signature/encrypted_content is emitted (MessagesAPIAdapter.toProviderMessages) ===\"\ngrep -nE \"thinking|signature|encrypted_conte... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"=== xAI messages: how assistant thinking + signature/encrypted_content is emitted (MessagesAPIAdapter.toProviderMessages) ===\\\"\\ngrep -nE \\\"thinking|signature|encrypted_content|redacted|r... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i think you broke it and you need to fix it. stop putting blame elsewhere"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal; bash scripts/spacetimedb-publish-chat.sh 2>&1 | tail -8\n</parameter>\n<parameter=description>\nRepublish chat to restart degraded instance\n</parameter>\n<parameter=timeout>\n6000... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "apply the SEC winner, then the jsonl proof db bridge then the PUB track"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Agent>\n<parameter=_truncated>\n{\"description\":\"Promote SEC winner to prod DBPEN verifier + validate live\",\"prompt\":\"Promote the autoresearch SEC winner (dynamic schema enumeration) into the PRODUCTION DBPEN headless verifier, then VALIDATE it... | [
{
"role": "assistant",
"content": "<function name=\"Agent\">{\"_truncated\":\"{\\\"description\\\":\\\"Promote SEC winner to prod DBPEN verifier + validate live\\\",\\\"prompt\\\":\\\"Promote the autoresearch SEC winner (dynamic schema enumeration) into the PRODUCTION DBPEN headless verifier, then VALIDATE ... | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Agent",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "continue fixing the identified issues"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\nPORT=4000 nohup node packages/server/dist/index.js > /tmp/cortex-r16.log 2>&1 &\ndisown\nsleep 10\ncurl -s http://localhost:4000/health > /dev/null && echo \"up\" || echo \"down\"\necho \"---\"\nwc -l packages/core/src/ada... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i belive cached tokens are $0.20/M versus $1.25/M for uncached"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== observed cache metrics across messages-path benchmark runs ===\"\nfor f in /tmp/sm-A_messages-r1.json /tmp/sm-A_messages-r3.json /tmp/dc-OLD_grok-code-fast-1-r1.json /tmp... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what do the xai docs mcp say about temperature for 4.3 with codegen?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=ToolSearch>\n<parameter=query>\nxai docs search documentation\n</parameter>\n<parameter=max_results>\n8\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function ToolSearch>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "ToolSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what are your thoughts on the first failure?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=_truncated>\n{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"=== T=0.4 run1 response anatomy ===\\\"\\npython3 -c \\\"\\nimport json\\nd=json.load(open('/tmp/tr-t0_4-r1.json'))\\nif 'error' in d: print('ERROR:', st... | [
{
"role": "assistant",
"content": "<function=Bash>{\"_truncated\":\"{\\\"command\\\":\\\"cd /home/runner/workspace/omniclaude-v4\\\\necho \\\\\\\"=== T=0.4 run1 response anatomy ===\\\\\\\"\\\\npython3 -c \\\\\\\"\\\\nimport json\\\\nd=json.load(open('/tmp/tr-t0_4-r1.json'))\\\\nif 'error' in d: print('ERRO... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what if we comprimised and looked at a setting like .3 or .4 temp"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== does a request-level temperature override the card default? ===\"\ngrep -nE \"temperature\" packages/server/src/routes/messages.ts | head -3\necho \"--- orchestrator: doe... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "update your memories with the existing knowledge so that the other agent can start investigating the deprecation on the nexus terminal side"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Write>\n<parameter=_truncated>\n{\"file_path\":\"/home/runner/workspace/.claude/projects/-home-runner-workspace/memory/cortex-[REDACTED].md\",\"content\":\"---\\nname: cortex-[REDACTED]\\ndescription: \\\"xAI model deprecation cutover is COMPLETE (ve... | [
{
"role": "assistant",
"content": "<function name=\"Write\">{\"_truncated\":\"{\\\"file_path\\\":\\\"/home/runner/workspace/.claude/projects/-home-runner-workspace/memory/cortex-[REDACTED].md\\\",\\\"content\\\":\\\"---\\\\nname: cortex-[REDACTED]\\\\ndescription: \\\\\\\"xAI model deprecation cutover is CO... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Write",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "lets leave the the outdated model cards for now. sometines llm providers get a lot of pushback for deprecating models, especially when there is a $1 cost jump you did do a baseline benchmark test while they were still active as I recall. now that the changeover is complete or a... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Write>\n<parameter=_truncated>\n{\"file_path\":\"/home/runner/workspace/.claude/projects/-home-runner-workspace/memory/feedback_harness_preference.md\",\"content\":\"---\\nname: feedback-harness-preference\\ndescription: User's standing harness/API p... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Write",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "the pdf looks great and is a good example of what we've built. We should highlight it and add it to the repo with a couple screenshots of the best parts of the pdf and a description of the agentic process behind it. maybe add a genericicized version of the skill.md for agents t... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\nwhich pdftoppm || which pdftocairo || pip3 list 2>/dev/null | grep -i pdf || echo \"no pdf rasterizer found\"\n</parameter>\n<parameter=description>\nCheck for PDF-to-image tools\n</parameter>\n</function>\n</tool_call>"
... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i dont have access to /tmp can you put it in html2pdf-cli/ dir, and if it is a good sample we can add it to the repo with a guide to how it was done"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=mcp__nexus-browser__run_command>\n<parameter=command>\ncd /tmp/silver-report && base64 -w0 silver-futures-report.pdf\n</parameter>\n<parameter=timeout>\n30000\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function mcp__nexus-browser__run_command>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "mcp__nexus-browser__run_command",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "use the gh cli and do it if you can"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngh auth status 2>&1\n</parameter>\n<parameter=description>\nCheck GitHub CLI auth status\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"gh auth status 2>&1\",\"description\":\"Check GitHub CLI auth status\"}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "the other agent will take it from here. back to the OSS html2pdf topic"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=AskUserQuestion>\n<parameter=questions>\n[{\"question\":\"Where should the OSS-ready html2pdf package live?\",\"header\":\"OSS location\",\"options\":[{\"label\":\"Top-level repo directory\",\"description\":\"html2pdf-cli/ at workspace root — cleanes... | [
{
"role": "assistant",
"content": "<function=AskUserQuestion>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "AskUserQuestion",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "finalize the other nexus-terminal related commits so I can have the othe agent sync and deploy"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngit -C /home/runner/workspace status --short -- nexus-terminal/\n</parameter>\n<parameter=description>\nShow all nexus-terminal uncommitted changes\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"git -C /home/runner/workspace status --short -- nexus-terminal/\",\"description\":\"Show all nexus-terminal uncommitted changes\"}</function></function></function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "commit the workers and dockerfile and html2pdf changes separately from the omniclaude-v4 changes"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace && git status --short -- nexus-terminal/workers/\n</parameter>\n<parameter=description>\nShow worker-related changes\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "fix #1 — update SkillTool.ts to also search .agents/skills/ there is currently a .cortex/agents/ dir already. is this breaking up the schema?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\n/home/runner/workspace/omniclaude-v4/packages/executors/src/implementations/extensions/SkillTool.ts\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "I can call the Read tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "add the xai docs mcp to claude code then I want to run another comparison between the grok-code-fast-1 model against the grok 4.3 model in the messages api and grok-4.1 in the responses api and see what the results are. I am assuming that the changeover has not and likely will ... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== claude CLI + mcp support ===\"\ncommand -v claude && claude --version 2>/dev/null\nclaude mcp --help 2>&1 | head -8\necho\necho \"=== existing MCP config ===\"\nclaude mc... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "the other agent is building infrastructure in the nexus-terminal for previewing html pages and pdf's throughout multiple windows. you can probably update the nexus-terminal pdf skill.md with the new info about the html2pdf function in the browser-sandbox without disturbing thr ... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\n/home/runner/workspace/nexus-terminal/skills/pdf-documents/SKILL.md\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Read>{\"file_path\":\"/home/runner/workspace/nexus-terminal/skills/pdf-documents/SKILL.md\"}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "is there any friction between the omniclaude-v4 skill/method vs the nexus-terminal CORTEX harness skill/method. these are two independant systems both accessing the nexus-browser-sandbox"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Agent>\n<parameter=_truncated>\n{\"description\":\"Analyze PDF skill friction\",\"subagent_type\":\"feature-integration-analyst\",\"prompt\":\"Two independent AI agent harnesses — omniclaude-v4 and nexus-terminal's CORTEX — both use the nexus-browser... | [
{
"role": "assistant",
"content": "<function=Agent>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Agent",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "ok it finished the initial implementation"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace && git diff --name-only HEAD 2>/dev/null; echo \"---\"; git status --short nexus-terminal/.agents/skills/ nexus-terminal/services/filesystem/inlineVfsImages* nexus-terminal/skills/ 2>/dev/null\n</... | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"cd /home/runner/workspace && git diff --name-only HEAD 2>/dev/null; echo \\\"---\\\"; git status --short nexus-terminal/.agents/skills/ nexus-terminal/services/filesystem/inlineVfsImages* nexus-terminal/skills/ 2>/dev/null\",\"descrip... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "Start at: https://godelterminal.com\n\nBrowse https://godelterminal.com and analyze the landing page design. Note: layout structure, color scheme, typography, animations, visual hierarchy, and all major sections. Take screenshots or detailed notes of what makes the page impress... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Browse>\n<parameter=url>\nhttps://godelterminal.com\n</parameter>\n<parameter=task>\nTake a screenshot of the landing page and analyze the design including layout, color scheme, typography, animations, visual hierarchy, and major sections. Provide de... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-5670eabef8756d4f",
"tool": "Browse",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what can be marked finished and committed?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4/packages/core\ntimeout 300 npx vitest run \\\n src/middleware/__tests__/BashCommandPolicy-r9.test.ts \\\n src/middleware/__tests__/PermissionAuditLogger-r9.test.ts \\\n src/file-t... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "still won't connect, same behavior:\n\"installHook.js:1 [ChatProvider] Failed to initialize: Error: [ChatSpacetimeDB] Connection timed out after 15s\n at index-BzfFq5Vf.js:27862:77100\n\ninstallHook.js:1 [ChatSpacetimeDB] getOrCreateChatConnection failed: Error: [ChatSpaceti... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal\ncat > ./chat-verify.mts <<'EOF'\nimport { WebSocket as WS } from 'ws';\n(globalThis as any).WebSocket = WS;\nimport { DbConnection } from './commands/standalone/CHAT/generated/inde... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "do the clean republish + token self-heal fix"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal\nbash scripts/spacetimedb-publish-chat.sh 2>&1 | tail -3\n</parameter>\n<parameter=description>\nClean full build + publish to recover module\n</parameter>\n<parameter=run_in_backgr... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/nexus-terminal\\nbash scripts/spacetimedb-publish-chat.sh 2>&1 | tail -3\",\"description\":\"Clean full build + publish to recover module\",\"run_in_background\":true}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "index-UpQ92cZN.js:94 WebSocket connection to 'wss://maincloud.spacetimedb.com/v1/database/nexus-chat/subscribe?token=eyJ0…F9O803bff3J_iadKdl4Uj9S7z3B-JT8YGYA0B48EHGLukg&compression=None&light=true' failed: \ninstallHook.js:1 [ChatSpacetimeDB] Connection error: \nEvent {isTruste... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal\necho \"=== where does the chat connection token come from? ===\"\ngrep -nE \"authToken|TOKEN_KEY|spacetimedb-chat-token|getItem|setItem|withToken\" commands/standalone/CHAT/service... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "stop. the stdb dashboard shows zero usage in the past hour. youre doing something wrong"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=ToolSearch>\n<parameter=query>\nselect:TaskStop\n</parameter>\n<parameter=max_results>\n3\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function name=\"ToolSearch\">{\"query\":\"select:TaskStop\",\"max_results\":3}</function></function></function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "ToolSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i want to know what other uncommited work remains in the omniclaude-v4 dir that needs to be looked at and addressed"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace\necho \"=== MODIFIED tracked source files (excl dist) ===\"\ngit status --porcelain -- 'omniclaude-v4/**' | grep '^ M' | grep -vE '/dist/|\\.cortex/sessions/|node_modules' | sed 's#omniclaude-v4/#... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "log R30, and ensure that we have finished with the browse tool work tht we were investigating"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace\necho \"=== browse tool: committed & coherent? ===\"\ngit log --oneline -1 -- omniclaude-v4/packages/executors/src/implementations/web/BrowseTool.ts\ngit status --porcelain -- omniclaude-v4/packag... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what are the steps for making zuppa fagoli"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=WebSearch>\n<parameter=query>\nzuppa di fagioli recipe steps\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function WebSearch>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-3de695cd24b4d719",
"tool": "WebSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "Use the Bash tool to run: expr 6 \\* 7. Report the output."
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\nscript.ts\n</parameter>\n<parameter=limit>\n2000\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Read>{\"file_path\":\"script.ts\",\"limit\":\"2000\"}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-d795bf97024da56e",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "Start at: https://godelterminal.com\n\nVisit the landing page and provide a detailed structured research brief on its visual design, layout, and UX for inspiration in building a competing terminal/AI workspace product landing page. Specifically analyze and document with concret... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Browse>\n<parameter=_truncated>\n{\"task\":\"Visit the landing page at https://godelterminal.com. Thoroughly analyze and document its visual design, layout, and user experience for inspiration in building a competing terminal/AI workspace product lan... | [
{
"role": "assistant",
"content": "<function=Browse>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-11bf941c3a2dbcec",
"tool": "Browse",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "it still does the same exact thing. an there is no ADMIN window open"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace\nTOK=$(grep -E \"spacetimedb_token\" ~/.config/spacetime/cli.toml 2>/dev/null | head -1 | sed -E 's/.*= *\"?([^\"]+)\"?.*/\\1/')\necho \"=== executor latency RIGHT NOW (you just tried to connect) ... | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"cd /home/runner/workspace\\nTOK=$(grep -E \\\"spacetimedb_token\\\" ~/.config/spacetime/cli.toml 2>/dev/null | head -1 | sed -E 's/.*= *\\\"?([^\\\"]+)\\\"?.*/\\\\1/')\\necho \\\"=== executor latency RIGHT NOW (you just tried to conne... | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "prove it is a single threaded executor. I dont believe you. How could spacetimedb get over 160K tps with a single threaded executor that cant even handle 50 or 60 window stewards. the windows arent even open so its actually more like 2. When was the last time you loaded your st... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Skill>\n<parameter=skill>\nspacetimedb-concepts\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Skill",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i think youre halucinating all of these theories. you are doing an awful lot of theorizing and very little diagnostics"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace\nTOK=$(grep -E \"spacetimedb_token\" ~/.config/spacetime/cli.toml 2>/dev/null | head -1 | sed -E 's/.*= *\"?([^\"]+)\"?.*/\\1/')\n[ -z \"$TOK\" ] && { echo \"no token\"; exit 0; }\necho \"=== what... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "there was only 1 tab open. its closed. i thought we specifically discussed the importance of designing the refactor to be able to sustain millions of users all with thier own window stewards and bot swarms?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal\nexport PATH=\"/home/runner/workspace/.local/bin:$PATH\"\nTOK=$(timeout 12 spacetime sql nexus-chat \"SELECT value FROM system_config WHERE key = 'cortex_system_token'\" 2>/dev/null... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "well for docs then you need to still use the the xai docs mcp server"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== omniclaude-v4 .cortex MCP config ===\"\ncat .cortex/mcp_config.json 2>/dev/null | head -40 || echo \"(none)\"\necho\necho \"=== grok CLI mcp config ===\"\ntimeout 20 ~/.g... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"=== omniclaude-v4 .cortex MCP config ===\\\"\\ncat .cortex/mcp_config.json 2>/dev/null | head -40 || echo \\\"(none)\\\"\\necho\\necho \\\"=== grok CLI mcp config ===\\\"\\ntimeout 20 ~/.grok/... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "Run the \"deep-research\" workflow.\n\nDeep research harness — fan-out web searches, fetch sources, adversarially verify claims, synthesize a cited report.\n\nWhen the user wants a deep, multi-source, fact-checked research report on any topic. BEFORE invoking, check if the ques... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Workflow>\n<parameter=name>\ndeep-research\n</parameter>\n<parameter=args>\nPublic benchmarks for evaluating an AGENTIC CODING / LLM agent HARNESS (not just raw model capability) — e.g. SWE-bench, Aider polyglot, LiveCodeBench, Terminal-Bench, GAIA, ... | [
{
"role": "assistant",
"content": "<function=Workflow>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Workflow",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "run a deep research pass"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=ToolSearch>\n<parameter=query>\nselect:TaskUpdate\n</parameter>\n<parameter=max_results>\n2\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function name=\"ToolSearch\">{\"query\":\"select:TaskUpdate\",\"max_results\":2}</function></function></function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "ToolSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "still won't connect"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/nexus-terminal\ncat > ./chat-connect-test.mts <<'EOF'\nimport { WebSocket as WS } from 'ws';\n(globalThis as any).WebSocket = WS;\nimport { DbConnection } from './commands/standalone/CHAT/generate... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "the recovery user identity is not listed in the ADMIN \"Users\" list so it has to have been created outside of the normal user registration workflow. During the first refactor you created the recovery harness, which you should have memories about. or you can search the jsonl se... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace\necho \"=== MEMORY files mentioning recovery harness / backup / restore ===\"\ngrep -rliE \"recovery harness|stdb-backup|stdb-restore|backup.*restore|recovery_owner|import_recovery\" .claude/proje... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "## Adversarial Claim Verifier (voter 1/3)\n\nBe SKEPTICAL. Try to REFUTE this claim. ≥2/3 refutations kill it.\n\n## Research question\nPublic benchmarks for evaluating an AGENTIC CODING / LLM agent HARNESS (not just raw model capability) — e.g. SWE-bench, Aider polyglot, LiveC... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=ToolSearch>\n<parameter=query>\nselect:WebFetch,WebSearch\n</parameter>\n<parameter=max_results>\n5\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function ToolSearch>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cf80e19322de39b3",
"tool": "ToolSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "can you first confirm that ALL models need snake_case? check model naming conventions"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngrep -rn 'namingConvention' packages/core/src/models/ --include='*.ts' | head -30\n</parameter>\n<parameter=description>\nCheck naming conventions across all model configs\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"grep -rn 'namingConvention' packages/core/src/models/ --include='*.ts' | head -30\",\"description\":\"Check naming conventions across all model configs\"}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "are you sure? have you applied ground truth discovery to prove it?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngrep -n 'applyNamingConvention\\|convertName\\|toSnakeCase\\|toPascalCase' /home/runner/workspace/omniclaude-v4/packages/core/src/adapters/ToolNamingHandler.ts\n</parameter>\n<parameter=description>\nCheck all ToolNamingHa... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "look at the casing on the definitions or the descriptions if it is seeing PascalCase its not going to recognize it."
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngrep -A 5 'for use with\\|Use this tool\\|use with\\|via\\|from.*tool\\|with.*Tool' /home/runner/workspace/omniclaude-v4/packages/core/src/tools/registries/BaseToolRegistry.ts | grep -i 'tool\\|session\\|search\\|load' | h... | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"grep -A 5 'for use with\\\\|Use this tool\\\\|use with\\\\|via\\\\|from.*tool\\\\|with.*Tool' /home/runner/workspace/omniclaude-v4/packages/core/src/tools/registries/BaseToolRegistry.ts | grep -i 'tool\\\\|session\\\\|search\\\\|load'... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "## Adversarial Claim Verifier (voter 3/3)\n\nBe SKEPTICAL. Try to REFUTE this claim. ≥2/3 refutations kill it.\n\n## Research question\nPublic benchmarks for evaluating an AGENTIC CODING / LLM agent HARNESS (not just raw model capability) — e.g. SWE-bench, Aider polyglot, LiveC... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=ToolSearch>\n<parameter=query>\nselect:WebFetch,WebSearch\n</parameter>\n<parameter=max_results>\n5\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-677189a1c80637bf",
"tool": "ToolSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "commit just the gitignore change"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\ngit diff .gitignore\n</parameter>\n<parameter=description>\nShow the gitignore diff before commit\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "dont you fucking dare revert anything without permission"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngit diff --name-only HEAD\n</parameter>\n<parameter=description>\nList only omniclaude-v4 files changed since last commit\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "the browse-agent results were orphaned from the neoncortex cli itself. the parent couldnt recover them because I had pressed the esc key accidently"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== CLI ESC / abort handling ===\"\ngrep -rnE \"useInput|escape|key\\.escape|abort|AbortController|cancel|interrupt|SIGINT\" packages/cli/src --include=*.ts --include=*.tsx 2... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"=== CLI ESC / abort handling ===\\\"\\ngrep -rnE \\\"useInput|escape|key\\\\.escape|abort|AbortController|cancel|interrupt|SIGINT\\\" packages/cli/src --include=*.ts --include=*.tsx 2>/dev/nul... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "did you add everything that had been done since the last commit?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace && git log --oneline -25 -- omniclaude-v4/ | grep -v \"omniclaude-v4-extracted\" \n</parameter>\n<parameter=description>\nRecent omniclaude-v4 commits\n</parameter>\n</function>\n</tool_call>"
}... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "holy crap what else have you screwed up?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngit diff --name-only\n</parameter>\n<parameter=description>\nShow all modified files since last commit\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"git diff --name-only\",\"description\":\"Show all modified files since last commit\"}</function></function></function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "update the CHANGELOG.md for omniclaude-v4 and the package.json"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\nls CHANGELOG.md 2>/dev/null && echo \"--- CHANGELOG head ---\" && head -40 CHANGELOG.md\necho \"=== root package.json version ===\"\ngrep -E '\"version\"|\"name\"' package.json | he... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "update the memory for the other agent"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\n/home/runner/workspace/.claude/projects/-home-runner-workspace/memory/cortex-r28f-cache-fix-port.md\n</parameter>\n<parameter=offset>\n1\n</parameter>\n<parameter=limit>\n15\n</parameter>\n</function>\n</tool_call>"
}
... | [
{
"role": "assistant",
"content": "I can call the Read tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "yes go ahead and commit"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace && git add \\\n omniclaude-v4/packages/core/src/adapters/GatewayTranslationLayer.ts \\\n omniclaude-v4/packages/core/src/adapters/__tests__/CacheMetricsExtraction.test.ts \\\n&& git diff --cache... | [
{
"role": "assistant",
"content": "<function Bash>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "benchmark Anthropic and an OpenAI model to confirm cross-provider."
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"keys: ANTHROPIC=${ANTHROPIC_API_KEY:+set} OPENAI=${OPENAI_API_KEY:+set}\"\necho \"--- registered anthropic + openai model ids ---\"\ngrep -rhoE \"id: '[^']+'\" packages/core/... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"keys: ANTHROPIC=${ANTHROPIC_API_KEY:+set} OPENAI=${OPENAI_API_KEY:+set}\\\"\\necho \\\"--- registered anthropic + openai model ids ---\\\"\\ngrep -rhoE \\\"id: '[^']+'\\\" packages/core/src/mo... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "commit this and write a memory for the other agent to apply the same fix to the nexus terminal"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace && git log --oneline -5 -- omniclaude-v4/ 2>/dev/null && echo \"--- repo root ---\" && git rev-parse --show-toplevel\n</parameter>\n<parameter=description>\nCheck commit message style and repo roo... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "Read packages/core/package.json and reply with only the version number."
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\npackages/core/package.json\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function name=\"Read\">{\"file_path\":\"packages/core/package.json\"}</function></function></function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-4be21f075dcbc8bc",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "wouldnt this imply that we need to append turn conditional system messages to the end then so as to let the system continue working as intended without busting the cache?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== built-in system message registry: any turn-conditional gating in use? ===\"\ngrep -rnE \"turnNumber|turnNumberModulo|sessionPhase\" packages/core/src/system-messages/ --i... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "how does this change affect the other provider caching schemas?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== staticSystemPrompt consumption (adapter-agnostic?) ===\"\ngrep -n \"staticSystemPrompt\\|systemMessage =\" packages/core/src/adapters/GatewayTranslationLayer.ts | head\ne... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what are you attempting to do that the tool naming handler and gateway trnaslator dont already do?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Edit>\n<parameter=_truncated>\n{\"replace_all\":false,\"file_path\":\"/home/runner/workspace/omniclaude-v4/packages/executors/src/implementations/execution/SearchToolsTool.ts\",\"old_string\":\"export class SearchToolsTool extends BaseTool<SearchTool... | [
{
"role": "assistant",
"content": "<function Edit>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Edit",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "yes, move the bench harness off /tmp"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ncd /home/runner/workspace/omniclaude-v4\necho \"=== .gitignore .cortex rules ===\"\ngrep -n \"cortex\\|bench\" .gitignore 2>/dev/null || echo \"(no .gitignore matches)\"\necho \"=== is .cortex tracked? ===\"\ngit check-ign... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"cd /home/runner/workspace/omniclaude-v4\\necho \\\"=== .gitignore .cortex rules ===\\\"\\ngrep -n \\\"cortex\\\\|bench\\\" .gitignore 2>/dev/null || echo \\\"(no .gitignore matches)\\\"\\necho \\\"=== is .cortex tracked? ===\\\"\\ngit check-ig... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i've added credits"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\n/home/runner/workspace/omniclaude-v4/packages/core/src/orchestrator/APIClient.ts\n</parameter>\n<parameter=offset>\n434\n</parameter>\n<parameter=limit>\n6\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Read>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Read",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "there is already a tool name trnaslator"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Edit>\n<parameter=_truncated>\n{\"replace_all\":false,\"file_path\":\"/home/runner/workspace/omniclaude-v4/packages/executors/src/implementations/execution/SearchToolsTool.ts\",\"old_string\":\"export class SearchToolsTool extends BaseTool<SearchTool... | [
{
"role": "assistant",
"content": "<function name=\"Edit\">{\"_truncated\":\"{\\\"replace_all\\\":false,\\\"file_path\\\":\\\"/home/runner/workspace/omniclaude-v4/packages/executors/src/implementations/execution/SearchToolsTool.ts\\\",\\\"old_string\\\":\\\"export class SearchToolsTool extends BaseTool<Sear... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Edit",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "keep going. is interleaved thinking being stripped or included?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=ToolSearch>\n<parameter=query>\nselect:Edit,Read,Bash\n</parameter>\n<parameter=max_results>\n3\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "ToolSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "ok, we recently installed the grok-build cli tui here in the replit workspace. But when you try to use it, it is only configured for a grok-heavy $300 subscription auth. I was poking around the dir and the readme says it can be configured for any model, it just takes a little r... | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Agent>\n<parameter=_truncated>\n{\"description\":\"Deep dive into .grok/ CLI/TUI\",\"subagent_type\":\"Explore\",\"prompt\":\"Do a comprehensive deep dive into the `/home/runner/workspace/.grok/` directory. This is a recently installed CLI/TUI tool c... | [
{
"role": "assistant",
"content": "I can call the Agent tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Agent",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "i've restarted the session so the updated /mcp server should be live for you"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=ToolSearch>\n<parameter=query>\nselect:mcp__nexus-autoresearch__purge_persisted\n</parameter>\n<parameter=max_results>\n2\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function ToolSearch>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-cee758b6403588be",
"tool": "ToolSearch",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "try removing the .5 temp setting in the grok 4.3 model card and see if a less deterministic temp results in more tool calls and deeper research"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngrep -n \"temperatureDefault\\|temperature\" /home/runner/workspace/omniclaude-v4/packages/core/src/models/cards/xai/grok-4-3.ts\n</parameter>\n<parameter=description>\nFind temperature setting in grok-4.3 card\n</paramete... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"grep -n \\\"temperatureDefault\\\\|temperature\\\" /home/runner/workspace/omniclaude-v4/packages/core/src/models/cards/xai/grok-4-3.ts\",\"description\":\"Find temperature setting in grok-4.3 card\"}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "ok now diagnose why the other agent couldnt start the cortex server properly to continue with benchmarking"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\nlsof -ti:4000 2>/dev/null && echo \"Port 4000 IN USE\" || echo \"Port 4000 free\"\n</parameter>\n<parameter=description>\nCheck if cortex server port is in use\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "read the full transcript"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\nwc -l /home/runner/workspace/.claude/projects/-home-runner-workspace-omniclaude-v4/30ad6c8e-4b26-4b3a-93e9-62eb57310b30.jsonl\n</parameter>\n<parameter=description>\nCheck transcript size\n</parameter>\n</function>\n</tool... | [
{
"role": "assistant",
"content": "<function name=\"Bash\">{\"command\":\"wc -l /home/runner/workspace/.claude/projects/-home-runner-workspace-omniclaude-v4/30ad6c8e-4b26-4b3a-93e9-62eb57310b30.jsonl\",\"description\":\"Check transcript size\"}</function></function></function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "is 16384 tokens enough?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ngrep -n 'outputTokens' /home/runner/workspace/omniclaude-v4/packages/core/src/models/cards/deepseek/deepseek-v4-flash.ts /home/runner/workspace/omniclaude-v4/packages/core/src/models/cards/deepseek/deepseek-v4-pro.ts /home... | [
{
"role": "assistant",
"content": "I'm ready to help. What would you like to know or do?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what was the result? the replit session crashed again"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\nls -la /home/runner/workspace/omniclaude-v4/benchmark-t5-landing/*.html 2>/dev/null | awk '{print $5, $9}' | sed 's|.*/benchmark-t5-landing/||'\n</parameter>\n<parameter=description>\nList benchmark HTML files with sizes\n... | [
{
"role": "assistant",
"content": "I can call the Bash tool for you. Would you like me to?"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "is end_turn gate needed with higher reasoning budget"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Edit>\n<parameter=replace_all>\nfalse\n</parameter>\n<parameter=file_path>\n/home/runner/workspace/omniclaude-v4/.env\n</parameter>\n<parameter=old_string>\nOMNICLAUDE_ENDTURN_GATE=true\n</parameter>\n<parameter=new_string>\nOMNICLAUDE_ENDTURN_GATE=f... | [
{
"role": "assistant",
"content": "<function Edit>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Edit",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "did you update your own skills with these new capabilities?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\nls -la /home/runner/workspace/.agents/skills/ 2>/dev/null; echo \"---\"; ls -la /home/runner/workspace/omniclaude-v4/.cortex/system-messages/ 2>/dev/null; echo \"---\"; find /home/runner/workspace/omniclaude-v4 -name \"*.m... | [
{
"role": "assistant",
"content": "<function=Bash>{\"command\":\"ls -la /home/runner/workspace/.agents/skills/ 2>/dev/null; echo \\\"---\\\"; ls -la /home/runner/workspace/omniclaude-v4/.cortex/system-messages/ 2>/dev/null; echo \\\"---\\\"; find /home/runner/workspace/omniclaude-v4 -name \\\"*.md\\\" -path... | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "diagnose the failures and restart them"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Bash>\n<parameter=command>\ntail -500 /tmp/omni-server.log 2>/dev/null | grep -iE '(error|fail|claude-opus-4-7|claude-haiku|grok-code-fast|deepseek-v4-flash|rejected|400|401|403|404|overloaded)' | tail -30\n</parameter>\n<parameter=description>\nChec... | [
{
"role": "assistant",
"content": "<function=Bash>{}</function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Bash",
"margin": 1,
"weight": 1
} |
[
{
"role": "user",
"content": "what is the status?"
}
] | [
{
"role": "assistant",
"content": "<tool_call>\n<function=Read>\n<parameter=file_path>\n/tmp/claude-1000/-home-runner-workspace-omniclaude-v4/30ad6c8e-4b26-4b3a-93e9-62eb57310b30/tasks/bxenubz75.output\n</parameter>\n</function>\n</tool_call>"
}
] | [
{
"role": "assistant",
"content": "<function name=\"Read\">{\"file_path\":\"/tmp/claude-1000/-home-runner-workspace-omniclaude-v4/30ad6c8e-4b26-4b3a-93e9-62eb57310b30/tasks/bxenubz75.output\"}</function></function></function>"
}
] | {
"pair_source": "anti_gibberish",
"session": "anon-775536ebc103ebbd",
"tool": "Read",
"margin": 1,
"weight": 1
} |
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