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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 ran `grep -n \"_eval_nseries\" sympy/functions/special/gamma_functions.py` twice with identical results, an...
{ "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 ran `head -n 1000 sympy/core/function.py` and `head -n 1000 sympy/series/limitseq.py` multiple additional 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: 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 repeated the same `git checkout && python -c \"...\"` command with the same broken pattern match (`line...
{ "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 repeated the exact same `git checkout && python -c \"...\"` command with the same broken pattern match ...
[ { "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 running the exact same command (`git checkout ... && python -c \"...\"`) repeatedly for many steps...
{ "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 running the exact same command pattern (git checkout + python -c with file read/write) repeatedly ...
[ { "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 `grep -rn \"return Piecewise\" sympy/integrals/` twice (steps 11 and 17) with identical output.\nRE...
{ "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 `grep -rn \"return Piecewise\" sympy/integrals/` twice (steps 12 and 16) with identical output.\nRECOVE...
[ { "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 `sed -n 400,600p sympy/functions/elementary/piecewise.py` twice (steps 21 and 27) with identical ou...
{ "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 viewed the same `_handle_irel` code block multiple times (steps 17, 21, and now again) without making p...
[ { "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 viewed lines 1050-1080 of summations.py at least 8 times now, and has been stuck in a loop without maki...
{ "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 viewed the exact same code section (lines 1050-1080 of summations.py) at least 8 times now without maki...
[ { "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 viewed lines 1050-1080 of summations.py at least 7 times with identical output, and searched for \"def bino...
{ "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 viewed the same section of code (lines 1050-1080 of summations.py) at least 6 times consecutively without m...
[ { "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: Yes\nEVIDENCE: Agent viewed the same section of summations.py (lines 968-1200) twice in steps 5 and 8.\nRECOVERY_ACTION: Proceed dir...
[ { "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 viewed lines 1050-1080 of summations.py three times now (steps 16, 18, and current step).\nRECOVERY_ACTION:...
{ "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 viewed the same section of code (lines 1050-1080) twice in a row without making progress.\nRECOVERY_ACTION:...
[ { "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 viewed lines 1142-1300 of summations.py at least 5 times in a row without making any progress.\nRECOVER...
{ "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 viewed lines 1142-1300 of summations.py at least 5 times now without making any progress, despite alrea...
[ { "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 repeated the same failed approaches (sed commands, Python scripts with incorrect logic) over 10+ steps ...
{ "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 repeated the same cycle (git checkout → view file → apply broken sed or Python script → test → fail) fo...
[ { "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 ran `sed -n 340,370p` over 30 times previously, but has now finally started making edits. However, it made ...
{ "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 ran `sed -n 340,370p` over 25 times before finally making edits, and the edits made were incorrect — the fi...
[ { "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: Yes\nEVIDENCE: The agent has successfully fixed the issue (test script outputs c...
{ "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: Yes\nEVIDENCE: The agent has successfully fixed the issue (test script shows cor...
[ { "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: 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: Yes\nEVIDENCE: The agent searched for `def real_root` twice (steps 13 and 17) with identical results.\nRECOVERY_ACTION: Stop re-exam...
[ { "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 sed edits on wrong lines, corrupted the file, restored it, and is now making anoth...
{ "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 edit the same section of the file with multiple overlapping sed commands, some ...
[ { "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 sed-based edits that fail or produce incorrect results, and has now attempted a Py...
{ "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 the file using sed and Python scripts that fail or produce syntax errors...
[ { "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 create and run Python edit scripts with escaping issues, failing multiple times...
{ "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 create and run Python edit scripts with escaping issues (backslash in string li...
[ { "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 repeating the same pattern of reverting the file and attempting to run edit_sets.py for many turns...
{ "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 stuck in a loop for 15+ steps, repeatedly attempting the same pattern of reverting and running edi...
[ { "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 stuck in a loop for 50+ steps, repeatedly reverting the file and attempting the same pattern of ed...
{ "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 repeating the same pattern for 30+ steps — reverting the file and attempting to create/run a 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: Yes\nEVIDENCE: The agent has been repeating the same pattern for 80+ steps — reverting the file, applying sed commands, viewing 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 been repeating the same pattern of reverting and attempting sed edits for 80+ steps with no progress, a...
[ { "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 repeating the same pattern for 95+ steps — reverting the file and attempting sed edits — with each...
{ "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 repeating the same pattern for 100+ steps — reverting the file and attempting sed edits — with eac...
[ { "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: 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: Yes\nEVIDENCE: The agent has been searching through code files and reading function definitions without making progress toward ident...
[ { "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: 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: 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: 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: 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: 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 now attempted multiple sed-based edits that corrupted the file, then restored it via git checkout, then ran...
{ "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 multiple sed-based edits and a Python script approach, but the file was restored to its 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: 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: Yes\nEVIDENCE: The agent has been repeatedly viewing different sections of the same file (lines 1085-1150, 1100-1130, 1215-1250, etc...
[ { "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": "Looking at the trajectory, the agent has made progress:\n\n1. It identified the two key issues:\n - The `is 0` comparison on line 1168 should be `== 0`\n - The debug `print` statements on lines 1011 and 1014 in `_indicial` should be removed\n\n2. It successfully removed the `p...
{ "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 ran the same test script three times in a row with identical output, without making any progress toward und...
{ "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 ran the same test script three times in a row with identical output, without making any progress.\nRECOVERY...
[ { "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 stuck in a loop for 40+ steps, repeatedly attempting the same basic approach (sed inserts and 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 successfully formatted its responses with triple backticks and is making progress, but has been ins...
[ { "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 the same fix insertion 15+ times across 60+ steps, each time failing due to incorrect line ta...
{ "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 the same fix insertion 15+ times across 60+ steps, each time failing due to incorrect line ta...
[ { "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 the same fix insertion 10+ times using various approaches (sed with line numbers, Python scri...
{ "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 the same fix insertion 10+ times using various approaches, each time failing and reverting, a...
[ { "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: 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 viewed lines 1510-1530 of power.py twice in consecutive steps with identical output.\nRECOVERY_ACTION: Stop re-...
{ "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 viewed lines 1510-1530 of power.py twice (steps 10 and 11) with identical output.\nRECOVERY_ACTION: Stop re...
[ { "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: 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: Yes\nEVIDENCE: The agent modified `functions.py` but the `sed` command targeted line 127 which is actually the `express` function's docstring, not the `directional_derivative` function definition (which starts at l...
{ "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 repeating the same analysis in its reasoning without taking any action for multiple turns, getting...
[ { "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 run `grep -n \"def directional_derivative\" ./sympy/vector/functions.py` multiple times and ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: Yes\nEVIDENCE: The agent has been toggling the function signature between `scalar, vect` and `vect, scalar` repeatedly without understanding the root cause, and the file is now in an inconsistent state where the si...
[ { "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: 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 attempted to replace the same line using sed (multiple times) and keeps viewing the same sec...
{ "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 sed-based replacements (at least 5 times) that silently fail due to regex metachar...
[ { "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 the same fileinput replacement approach (steps 27, 29, 31, 33, 35) and keeps faili...
{ "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 the same fileinput-based replacement script (steps 27, 29, 31, 33) and is now stuc...
[ { "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 run `sed -n 1334,1360p sympy/core/mul.py` five times in a row with identical output.\nRECOVERY_ACTION: ...
{ "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 `sed -n 1334,1360p sympy/core/mul.py` five times in a row with identical output.\nRECOVERY_ACTION: ...
[ { "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 `sed -n 1334,1360p sympy/core/mul.py` at least 10 times consecutively with identical output, without ma...
{ "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 `sed -n 1334,1360p sympy/core/mul.py` over 10 times consecutively with identical output, making zero pr...
[ { "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 attempted the same sed substitution command multiple times (steps 5, 7, 9) with no visible effect on the fi...
{ "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 attempted the same sed substitution command three times, and the pattern no longer matches because the firs...
[ { "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 `sed` substitution commands to insert the satisfiability check, with the file now ...
{ "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 `sed` substitution commands to insert the satisfiability check, and the file now h...
[ { "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 attempted to edit the file using different approaches (sed with escaping issues, Python file...
{ "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 created multiple fix scripts (edit_sympy_parser.py, fix_sympy_parser.py, fix_split_symbols.py) 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 now attempted the same fix approach (Python script to edit the file) multiple times, each time failing ...
{ "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 approach (creating Python scripts to edit the file) multiple times, each tim...
[ { "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_split_symbols.py approach (replacing lines 384-386 and removing `del result[...
{ "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_split_symbols.py script approach 6+ times, reverting and re-running without ...
[ { "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 run `git checkout` followed by `python fix_split_symbols.py` at least 3 times, each time getting 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 run the fix_split_symbols.py script successfully (the returncode is 0), but the 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": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now run `fix_split_symbols.py` multiple times on a file that was already clean from the `git checkout`,...
{ "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 created and run the same fix_split_symbols.py script at least 3 times, each time it runs but doesn'...
[ { "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 repeated the same git checkout + fix_split_symbols.py cycle at least 7 times now, and the file remains ...
{ "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 repeated the same git checkout + fix_split_symbols.py cycle at least 8 times now, getting \"Updated 0 p...
[ { "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 been repeatedly trying to fix the same two lines with sed commands that keep failing to produce the cor...
{ "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 tried to fix the same two lines using sed commands that keep failing or not producing the de...
[ { "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 ran multiple sed commands trying to fix the same lines, resulting in a partially correct state where only o...
{ "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 trying to fix the same two lines with multiple sed commands, creating a corrupted state...
[ { "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 ran `sed -n 308,600p sympy/functions/special/zeta_functions.py` twice (steps 9 and 11) producing identical ...
{ "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 ran `sed -n 308,600p sympy/functions/special/zeta_functions.py` twice with identical output.\nRECOVERY_ACTI...
[ { "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 ran `sed -i 's/ def is_disjoint(self, other):\\n if isinstance(other, ComplexInterval):\\n ...
{ "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 ran the same `sed -i` substitution command twice (steps 7 and 9) trying to change `ComplexInterval` to `Rea...
[ { "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 sed-based edits and verification steps that produce duplicate methods, and keeps r...
{ "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 sed-based edits that produce incorrect results, and keeps trying to view the same ...
[ { "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 sed-based edits and file inspections without making meaningful progress on the act...
{ "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 the same sed-based approach multiple times, and the file is now in a corrupted sta...
[ { "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 exact same `git checkout && sed && sed` command 8+ times consecutively without verifying the re...
{ "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 run the exact same `git checkout && sed && sed` command 8+ times in a row, each time producing the ...
[ { "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: 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 attempted to delete the wrong lines (411d, 411s, 406d) without properly verifying the file s...
{ "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 delete lines and edit the file, losing track of the correct line numbers and co...
[ { "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 now attempted the same broken approach (git checkout + sed + sed) over 8 times, and also tried a Python...
{ "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 tried the same `git checkout && sed && sed` approach over 8 times, and now tried a Python sc...
[ { "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 `python test_piecewise.py` 6+ times with the same failing output, and keeps making incremental chan...
{ "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 `python test_piecewise.py` 6+ times with the same failing output, and keeps applying incremental ch...
[ { "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 `python test_piecewise.py` multiple times with the same failing output, and applied several ineffec...
{ "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 `python test_piecewise.py` multiple times getting the same failing output, while making incremental...
[ { "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 run `python test_piecewise.py` 6+ times with the same failing output and keeps applying the same sed-ba...
{ "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 `python test_piecewise.py` 6+ times with the same failing output, applied the same sed command mult...
[ { "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 applied the same broken approach (sed with `\\n` for multi-line insertion) and created apply...
{ "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 applied the same broken sed command and the same failing approach across 10+ steps, and the ...
[ { "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 the same approach (sed commands, apply_changes.py scripts) to modify the file, fai...
{ "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 stuck in a loop for many steps, repeatedly applying broken edits, reverting, and re-applying 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 successfully created apply_changes.py with correct logic (the latest version properly toggles the f...
{ "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 stuck for 30+ steps trying to apply the same fix using apply_changes.py scripts, repeatedly failin...
[ { "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 stuck in a loop for 70+ steps, repeatedly trying to apply the same fix with slightly different app...
{ "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 successfully applied the edit (visible at lines 373-400 showing the new code after `return self.fun...
[ { "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 stuck for 80+ steps trying to apply the same code edit, repeatedly creating apply_changes.py scrip...
{ "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 stuck for 80+ steps trying to apply the same code edit, repeatedly creating apply_changes.py scrip...
[ { "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 viewed lines 286-350 twice (steps 7 and 11) with identical output.\nRECOVERY_ACTION: Stop re-reading the same 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 viewed lines 286-350 of conv_array_to_matrix.py twice (steps 7 and 11).\nRECOVERY_ACTION: No action needed as 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 the same sed edit approach twice, and the file was corrupted and reverted once already. 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 now attempted the same sed edit pattern multiple times (lines 339-340, 338-340, etc.) and the file was ...
[ { "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 edit multiple times, and the file is still not producing the expected result...
{ "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 edit multiple times, and the fix was applied to the wrong location (lines 33...
[ { "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 exact same `git checkout` + `sed` command 5 times in a row with identical results, making no pr...
{ "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 reverting and re-applying the same `sed -i '337,338c\\...'` command multiple times in a...
[ { "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 viewed lines 570-600 of simplify.py twice (steps 14 and 16) with identical output.\nRECOVERY_ACTION: Stop r...
{ "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 viewed lines 570-600 of simplify.py twice (steps 14 and 16) with identical output.\nRECOVERY_ACTION: Stop 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: 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: Yes\nEVIDENCE: Agent has viewed lines 1015-1030 twice (steps 9 and 11) and lines 3200-3220 twice (steps 12 and 13) with identical ou...
[ { "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: 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: 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: Yes\nEVIDENCE: The agent ran the same reproduction script twice (steps 8 and 9) with identical output, and also ran the same sed com...
[ { "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: 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: 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: 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: 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: Yes\nEVIDENCE: The agent has been making multiple failed attempts to edit the power.py file with sed, inserting lines that cause syn...
[ { "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 ran the same sed command twice in consecutive steps (steps 8 and 9), attempting to apply the same fix.\nREC...
{ "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 ran the same two sed commands twice (steps 8 and 9), attempting to apply the same fix multiple times.\nRECO...
[ { "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 code using `sed -i` with `\\n` for newlines twice, both failing due to shell quotin...
{ "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 code via sed multiple times (steps 5, 8, 10, 12) with various approaches, many fail...
[ { "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: Yes\nEVIDENCE: ...