messages
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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: 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 insert code using sed and Python scripts, with multiple failures and reverts ac...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to insert code at the correct location using different methods (sed, Python script...
[ { "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 viewed the same lines (1000-1030) of polyroots.py and attempted multiple failed sed edits th...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly viewed the same file section (lines 1000-1030) multiple times and attempted multiple failed ...
[ { "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 now attempted multiple sed insertions that keep failing or corrupting the file, and has reverted twice ...
{ "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 insertion approach multiple times, and the file was corrupted again — 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: Yes\nEVIDENCE: The agent has repeatedly attempted to edit the file using different approaches (sed, fileinput) but keeps failing to ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to edit the file using different approaches (sed, Python scripts, fileinput) but k...
[ { "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 the same edit script pattern (matching \"if c:\" generically) multiple times, each time ...
{ "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 the same edit script pattern (matching \"if c:\" generically) multiple times, each time ...
[ { "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 the same Python edit script pattern 3 times, each time corrupting the file further because the ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now run the same Python edit script pattern twice after resetting the file, and the file now has duplic...
[ { "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 edit pattern (git checkout + Python script) multiple times, each time with sligh...
{ "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 reset the file and attempted the same edit approach (matching \"if c:\" generically or using...
[ { "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 edit pattern (git checkout + Python script with line-number-based matching) 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 now attempted the same edit pattern (git checkout + Python script) at least 5 times, each time producin...
[ { "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 cycle (git checkout + Python edit script + verify) at least 6 times now, each time wi...
{ "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 repeated the same cycle (git checkout + Python edit script + check output) at least 6 times with no...
[ { "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 edit pattern (git checkout + Python script) at least 6 times, each time producin...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted the same edit pattern (git checkout + Python script) at least 6 times, each time producin...
[ { "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 with sed, corrupted it, restored it with git checkout, and is 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 to edit the file with sed, viewed the same lines multiple times, and corrupted/res...
[ { "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 stuck in a restore-edit-corrupt-restore loop for over 30 steps, repeatedly corrupting the file and...
{ "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 restore-edit-corrupt-restore loop for over 30 steps, repeatedly applying sed commands t...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has now attempted to insert `_eval_derivative` multiple times with different approaches (sed, Python scripts), ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted to insert the `_eval_derivative` method multiple times using sed and Python scripts, each...
[ { "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 restored the file with `git checkout` and applied the edit, but the Python script's st...
{ "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 restored the file from git and is attempting to insert the `_eval_derivative` method again, but its...
[ { "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: 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: The agent has been struggling with sed commands to rewrite the file, making multiple failed attempts at the same edit...
{ "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 struggling with sed commands for multiple steps, attempting to edit the file but failing due to es...
[ { "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 the same modify_rewriting.py script 5+ times, each time producing the same corrupted file with ...
{ "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 same modify_rewriting.py script multiple times, each time producing the same corrupted file wit...
[ { "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 same modify_rewriting.py script multiple times, each time the regex `r'def create_expand_pow_op...
{ "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 same modify_rewriting.py script 4+ times with identical content, each time producing the same r...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent viewed the same lines (2113-2150) of tensor.py at least 5 times without making edits, and the sed commands ...
{ "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 repeatedly viewed lines 2113-2150 of the file multiple times before finally making edits, and the edits app...
[ { "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 viewed the same lines and run the same grep commands many times throughout the trajectory.\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 has repeatedly run `grep -n \"def replace_with_arrays\"` and `sed -n 2113,...p` many times throughout the 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 viewed the same code block (lines 7633-7700 of polytools.py) three times now, and keeps re-reading 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 viewed lines 7633-7700 of polytools.py three times now (steps 17, 19, and current), seeing the same `_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: 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 viewed lines 7675-7685 of polytools.py over 10 times before finally making an edit, and the edit didn't fix...
[ { "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: 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: Yes\nEVIDENCE: The agent has now attempted the same sed-based edit approach twice, both times targeting the wrong line numbers, resu...
{ "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 sed edit approach twice (lines 240-242 and 235-237), both times corrupting the file ...
[ { "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 running the same failing test command and getting the same error for multiple steps wit...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been running the same failing test command repeatedly (4 times in a row) without making any progress on...
[ { "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 many steps, repeatedly trying to provide a bash command but failing to format ...
{ "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 failed to format its response correctly, providing multiple actions in triple backticks or u...
[ { "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: 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 been cycling between `if r_v.is_negative: continue` and `if not r_v.is_positive: continue` multiple tim...
{ "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 cycled back to `if not r_v.is_positive: continue` (the original buggy condition) after trying `if r...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been cycling through the same approaches for many steps, repeatedly reverting the file and applying sim...
{ "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 cycling through the same approaches for many steps, and the `modify_rationaltools.py` script's reg...
[ { "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 cycling through the same approaches for 75+ steps, repeatedly restoring the file, creating the sam...
{ "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 cycling through the same approaches for 75+ steps, repeatedly restoring the file, creating the sam...
[ { "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 cycling through the same approaches for 65+ steps, repeatedly restoring the file and applying brok...
{ "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 cycling through the same approaches for 65+ steps, repeatedly restoring the file and applying brok...
[ { "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 attempted the same sed-based modification approach twice, and the first attempt corrupted the file requiring a ...
{ "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 been cycling through the same approaches for 70+ steps, repeatedly restoring the file, creating the sam...
{ "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 cycling through the same approaches for 70+ steps, repeatedly creating the same broken `modify_rat...
[ { "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: 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 ran `sed -n 1200,1250p sympy/combinatorics/fp_groups.py` three times in a row with identical output.\nRECOVERY_...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent ran `sed -n 1200,1250p sympy/combinatorics/fp_groups.py` three times in a row with identical output.\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: Agent has been repeatedly viewing the same file content and attempting the same sed edits multiple times, and after c...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly viewed the same file sections and attempted the same sed-based edits multiple times, and the fil...
[ { "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 repeatedly viewing the same file sections and running the same grep commands without making progre...
[ { "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 ran sed commands twice on the same line (line 95) with identical patterns, and has been repeatedly 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: Agent ran multiple sed commands on the same line (line 95) and has been repeatedly viewing the same file sections wit...
[ { "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 view lines 54-80 and 91-101 of the file, and applying multiple sed commands 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 is repeatedly trying to view lines 54-80 and 91-101 of the file, getting the same output each time, 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: 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 the same lines (760-790) of minpoly.py twice in a row with identical output.\nRECOVERY_ACTION: Stop re-r...
{ "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 repeatedly attempted sed edits to insert the same check, each time corrupting the file further with lit...
{ "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 with `\\n` that produce malformed Python (literal `\\n` inside docstring...
[ { "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 to insert the same check, each time failing because sed with `\\n` doesn...
{ "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 to insert the same fix, failing each time due to incorrect newline handl...
[ { "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 viewed `sed -n 480,500p sympy/core/add.py` three 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 viewed the same lines (480-500) of sympy/core/add.py three times in a row without gaining new information.\...
[ { "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 viewed lines 480-500 of add.py four times in a row (steps 24-27) without making any edits.\n4. Termination ...
[ { "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 fix has been applied (changing `all` to `any` in `Add._eval_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: 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: Yes\nEVIDENCE: The agent has repeatedly attempted to fix the same lines using sed commands and a Python script, with multiple failed...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to fix the same lines using sed commands that fail due to indentation issues, and ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been stuck in a loop for many steps, repeatedly attempting to edit the file with sed and Python scripts...
{ "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 trying to edit the file with sed, getting indentation e...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has made 7+ attempts to edit the same file with sed, repeatedly creating corruption (duplicate lines, wrong...
{ "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 made 7+ attempts to edit the same file with sed, repeatedly creating corruption and needing git che...
[ { "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 20+ steps, repeatedly attempting to apply the same fix and running into the sa...
{ "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 running `fix_extract_additively.py` and checking 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: Yes\nEVIDENCE: The agent has gone through multiple cycles of editing, checking, reverting, and re-editing the same file section, and...
{ "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 sed and Python scripts, with multiple failed attempts and g...
[ { "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 cycle for 20+ steps: restore file with `git checkout`, run the same broken `fix...
{ "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 cycle of restoring the file, applying the same broken fix_extract_additively.py...
[ { "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: Yes\nEVIDENCE: The fix has been applied and verified — the test script now outpu...
{ "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 fix has been applied and verified — the test script now outpu...
[ { "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 viewed the same file sections (lines 830-860, 177-200) multiple times across the trajectory,...
{ "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 reverting and re-editing the file for 20+ steps, and the last successful sed command (`...
{ "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 30+ steps, repeatedly reverting the file and attempting the same approaches (s...
[ { "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 30+ steps, repeatedly reverting the file and attempting the same heredoc-based...
{ "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 30+ steps, repeatedly reverting the file and attempting the same heredoc-based...
[ { "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 30+ steps, repeatedly reverting the file and attempting the same sed-based 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 been stuck in a loop for 30+ steps, repeatedly reverting the file and applying the same sed-based appro...
[ { "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 been stuck in the same loop for 30+ steps, repeatedly applying sed/python patches and running the test scri...
{ "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 been stuck in a loop for 30+ steps applying sed patches, running the test, getting the same \"Are they equa...
[ { "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 been stuck in the same loop for 70+ steps, repeatedly trying to apply sed modifications and run the test sc...
{ "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 been stuck in the same loop for 70+ steps, repeatedly running `python test_canonical.py` and getting the sa...
[ { "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 been stuck in the same loop for 85+ steps, repeatedly applying the same fix and running the test script wit...
{ "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 been stuck in the same loop for 85+ steps, repeatedly running the same commands and getting the same result...
[ { "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 (via sed and Python scripts) but keeps getting confused about 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 repeatedly attempted to edit the file using sed and Python scripts (steps 22-35), with multiple failure...
[ { "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 `cp sympy/functions/elementary/complexes.py.bak sympy/functions/elementary/complexes.py` at least 7...
{ "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 repeated the same `cp sympy/functions/elementary/complexes.py.bak sympy/functions/elementary/comple...
[ { "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 repeated the same broken approach (restore from backup + run the same Python script) at least 8 tim...
{ "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 written a Python script that inserts the method before \"class Abs(Function):\" (visib...
[ { "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 `sed -i` insertions that corrupt the file, then checks the file state, then runs another...
{ "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 insertions that corrupt the file, then reverts, then tries again with similar ...
[ { "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 made multiple overlapping edits to the file, resulting in duplicate \"bounded times convergent\" bl...
{ "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 made multiple overlapping edits to the file (inserting code twice), resulting in duplicate \"bounde...
[ { "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 running `git checkout` followed by the same Python regex replacement script for many co...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly running the same `git checkout` + Python regex replacement cycle for many steps 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 repeated the exact same `git checkout` + Python regex replacement cycle over 20 times across 40+ 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 exact same `git checkout` + Python regex replacement cycle over 20 times across 40+ steps,...
[ { "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 -- sympy/concrete/summations.py` followed by the identical Python rege...
{ "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 regex replacement cycle over 10 times with no progress,...
[ { "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 exact same `git checkout` + Python regex replacement cycle over 35 times across 70+ 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 exact same `git checkout` + Python regex replacement cycle over 35 times across 70+ steps,...
[ { "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: 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 repeatedly tried variations of fixing the `_inverse_transformation` call (wrapping in Matrix, extracting .e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly applied and reverted changes to the same lines (around 5+ cycles of sed commands on the same pat...
[ { "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 1570-1630 and then immediately viewed lines 1570-1650, which is essentially the same content (...
{ "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 lines (1570-1630) twice in consecutive steps with identical output.\nRECOVERY_ACTION: Stop re-r...