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train · 1.54k rows

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[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly corrupted the file with incorrect edits and had to restore it via `git checkout` multiple ti...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly corrupted the file and restored it via `git checkout` multiple times (at least 3 cycles of c...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly restored the file from git and re-applied the same fix pattern multiple times (at least 4 cy...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted multiple times to insert `inverse_combine(expr)` into the `simplify` function but keeps f...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now gone through 6+ cycles of restoring files from git and attempting edits, with repeated failures due...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now gone through 6+ cycles of git checkout + re-edit on both simplify.py and function.py, each time mak...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now gone through 6+ cycles of editing, breaking, and restoring files, with the same fundamental approac...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now gone through 6+ cycles of git checkout + re-edit for both simplify.py and function.py, with each at...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has gone through 7+ cycles of editing, breaking, reverting, and re-editing files with consistently incorrec...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has gone through many cycles of editing, breaking, reverting, and re-editing, but has now finally found a w...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly modifying the same line (718/719) of function.py with sed commands that don't produce t...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly modifying the same line (718) with sed commands that don't produce the intended effect ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly modifying the `_eval_simplify` method with different approaches (adding trigsimp, addin...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly modifying the `_eval_simplify` method with different approaches to handle the second te...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now corrupted the file and reverted it at least 5 times, repeatedly making the same type of mistake wit...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now corrupted the file and reverted it at least 5 times using various sed and Python script approaches,...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now reverted and re-edited the file at least 7 times with the same pattern of failure — corrupting the ...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now reverted and re-edited the file at least 8 times across the trajectory, repeatedly corrupting it an...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has run the test script 6+ times with the same unevaluated integral result, repeatedly making the same category...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has run the test script 6+ times with the same unevaluated integral result, repeatedly making edits that don't ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run the test script 5 times now with the same unevaluated integral result, making incremental edits tha...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run the test script 5 times with the same unevaluated integral result, each time making edits that don'...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has run the test script 15+ times with the same DontKnowRule result, repeatedly modifying the dispatch registra...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has run the test script 15+ times with the same DontKnowRule result, repeatedly modifying the dispatch registra...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted 4+ different approaches to edit the same file section, each time corrupting it further due to...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 5+ times to edit the same file section using sed and Python regex approaches, each time c...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted to insert the `zoo` check using Python scripts and sed commands multiple times (5+ attemp...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted to insert the zoo check using Python scripts and sed commands multiple times (5+ attempts...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted to fix the same `visit_Compare` method indentation issue 7+ times across multiple approaches,...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted to fix the indentation of `visit_Compare` at least 6 times across multiple approaches, each t...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted to fix the `visit_Compare` method over 8 times across the trajectory, each time introducing n...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted the same fix pattern (restore from git, replace lines 1130-1139, get duplicate `def` line and...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to fix the same line using sed and Python scripts, each time failing to produce co...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to fix the same line using different approaches (sed, Python scripts) over many st...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to insert the same two lines (`if not f.has(symbol):` and `return S.Zero`) into `u...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to insert the `if not f.has(symbol)` check into `util.py` with incorrect placement...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has attempted to insert debug print statements into `power.py` multiple times (4 attempts) with the same in...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has attempted multiple times to insert a debug print statement using `sed` commands that keep failing with ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly made incorrect edits to `power.py` (at least 4-5 attempts with sed), each time corrupting th...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to fix the issue with sed commands on `power.py` without first understanding the r...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to modify `power.py` with sed commands that either corrupt the file or produce inc...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly attempted to modify `power.py` with sed commands that either corrupt the file or don't fix the i...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted multiple modifications to `power.py` (adding `z = z.nseries(x, n=n, logx=logx).removeO()`...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly tried different modifications to `power.py` (truncating `z`, modifying `nuse`, adding debug prin...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly attempted to modify `power.py` with incorrect sed commands, and the latest modification (truncat...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly attempted to modify `power.py` with incorrect sed commands and variable references (using `origi...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to modify `power.py` with sed commands that either corrupt the file or don't fix t...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly attempted to modify `power.py` with sed commands that either corrupt the file or don't fix the i...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted the same general fix (store original_n, use in loop, remove expand_mul) multiple times across...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted the same general fix pattern (store original_n, use it in loop, remove expand_mul) multiple t...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now corrupted and restored `mul.py` in the same pattern it previously did with `ntheory.py` — the Pytho...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now corrupted and restored `mul.py` in the same pattern it previously did with `ntheory.py` — the Pytho...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly corrupted files with incorrect edits and had to restore them multiple times. Now it's corrup...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to insert the same \"Special case\" logic block into `ntheory.py` multiple times, ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now corrupted and restored the file multiple times (3 restore cycles) and applied the same type of Pyth...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted to edit the file 4 times (with git checkout restores in between), each time corrupting th...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly attempted `sed` edits that fail or produce unintended results, and the solution still contains C...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly attempted `sed` edits that fail or produce unintended results, and the debug output still shows ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "THOUGHT: The fix didn't work as expected. Let me check what line 529 actually says and verify the sed command was applied correctly. The sed command targeted line 498, but the file may have different line numbers after the git checkout restored it.\n\nSPECIFICATION ERRORS:\n1. Tas...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted the same sed-based fix pattern 5+ times, each time failing because the line numbers shift...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted the same sed-based fix pattern 5+ times (restore file, apply sed, corrupt, restore) witho...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted the same fix pattern (revert + Python script) 5+ times with the same fundamental flaw: th...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted the same fix pattern (revert + run Python script) multiple times, each time producing dup...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 8+ times to insert the same code changes, each time producing incorrect results due to sh...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 8+ times to insert the same code changes, each time producing incorrect results due to sh...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 10+ times to insert the same code changes, each time producing corrupted output due to sh...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 10+ times to insert the same code changes, each time producing incorrect results due to e...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 12+ times to insert the same code changes, each time producing incorrect results. The las...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 12+ times to insert the same code changes, each time producing incorrect results. The las...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has attempted 15+ times to insert the same code changes with the same fundamental escaping errors, producin...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has attempted 12+ times to insert the same code changes, each time producing incorrect output due to escapi...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has attempted 15+ times to insert the same code changes, each time producing partially correct but still br...	{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 15+ times to insert the same code changes with the same fundamental escaping errors, prod...