messages
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2
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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 sed edits on the same file section, and has now corrupted the docstring area (line...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now corrupted the file again by inserting code into the docstring section (lines 110-120 which are insi...
[ { "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 same section of the file with sed commands, each time creating partial...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted to edit the same section of the file with sed, creating duplicate code blocks mult...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly viewing the same sections of `sympy/series/order.py` (lines 170-200, 190-210) without m...
{ "role": "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 `python test_order.py` multiple times getting the same TypeError result, and keeps re-reading t...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly running `sed -n '170,200p'` on the same file 5+ times in a row, seeing the same output ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted 10+ edits on the same file, repeatedly viewing the same lines and applying the same flawe...
[ { "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 failed edit approach for 15+ iterations despite previous supervisor feedback cl...
{ "role": "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 running the same failing edit command that produces an I...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: 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: Yes\nEVIDENCE: The test output shows `Interval(-3*pi/2, pi/2)` now returns `[0, 2*pi]` (closed on both ends) instead of the expected `[0, 2*pi)` from the docstring, indicating the fix breaks existing behavior for i...
{ "role": "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 commands that don't apply correctly, and keeps viewing the same lines 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 run `sed -i 's/theta.left_open/theta.args[2]/g'` and `sed -i 's/theta.right_open/theta.args[3]/g'` four...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `sed -i 's/theta.left_open/theta.args[2]/g' sympy/sets/fancysets.py` and `sed -i 's/theta.right_ope...
[ { "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 applied multiple overlapping sed commands to the same file without verifying the actual state of the fi...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has applied multiple overlapping sed commands to the same file without verifying the actual state of 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 repeatedly attempted to fix the import statement and the Add case logic across multiple turns, with 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 apply fixes with import issues and file corruption problems across multiple ste...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been running `sed -n '237,270p'` repeatedly (steps 56-60) showing the same output each time, making no ...
{ "role": "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 fix script and checking the same lines (237-270) for over 5 consecutiv...
[ { "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 fix application (running /tmp/fix.py) multiple times in a row, 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 repeatedly run the same fix script and checked the same lines over 5 times without making progress, and...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly applied the same fix script (`/tmp/fix.py`) multiple times without verifying whether the old...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly applied the same fix.py script multiple times (steps 43, 45, 47, 49) without verifying wheth...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: 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 run `sed -n 1122,1200p sympy/integrals/integrals.py` at least 4 times with identical output, and `sed -...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `sed -n 1122,1200p sympy/integrals/integrals.py` multiple times with identical output, and `sed -n ...
[ { "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 attempted multiple sed commands that failed to match the pattern, and the file was restored via git checkou...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly attempted to edit the same line using sed and Python scripts, with multiple failures due to whit...
[ { "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 agent's test script passed successfully, confirming the fix w...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: Yes\nEVIDENCE: The agent has successfully applied the fix and verified it works ...
[ { "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: Yes\nEVIDENCE: The agent has repeatedly viewed the same lines of gruntz.py and made similar sed edits that keep failing due to inden...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly tried to apply powdenest with incorrect indentation/import placement, and the file now has a...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `sed -n 200,300p sympy/physics/mechanics/jointsmethod.py` five times in a row with identical output...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `sed -n 200,300p sympy/physics/mechanics/jointsmethod.py` five times in a row with identical output...
[ { "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 200,250p sympy/physics/mechanics/jointsmethod.py` three times in a row with identical output.\nRECO...
{ "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 200,250p sympy/physics/mechanics/jointsmethod.py` three times in a row with identical output.\nRECO...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran `sed -n 200,300p` many times before finally applying the fix, and the fix attempt with `sed -i 's/...\\...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran `sed -n 200,250p` or `sed -n 200,300p` on the same file at least 8 times before finally applying 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 been repeatedly analyzing the same problem and generating lengthy reasoning without taking action for m...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeating the same analysis about what to return when `xre` is `None` for multiple turns without m...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `sed -n 805,1200p sympy/ntheory/factor_.py` at least 4 times with identical output, and has run `se...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `sed -n 805,1200p sympy/ntheory/factor_.py` at least 5 times with identical output, and also ran a ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent viewed lines 805-1200 of factor_.py multiple additional times after already confirming the edits were appli...
{ "role": "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 of the file (805-1200) multiple times and applied sed commands that pa...
[ { "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 viewing the same lines of the file and running grep commands without making meaningful ...
{ "role": "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 lines of the file and running the same grep commands without making pr...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has run `sed -n '441,600p' sympy/solvers/simplex.py` multiple times with identical output, and the `lpmin` 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 run `sed -n '441,600p' sympy/solvers/simplex.py` three times in a row with identical output, making 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 applied the same sed fix (`syms = F.free_symbols` → `np = [...]` and `syms = union(...)`) multiple 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 applied the same sed fix (`syms = F.free_symbols` → `syms = F.free_symbols.union(*[i.free_symbols for i...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly running `python reproduce_issues.py` and viewing the same code sections without making ...
{ "role": "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 reproduction script and getting the same results, and keeps viewing th...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has attempted multiple sed replacements (steps 6, 8, 10) to fix the same multi-line pattern, each time failing ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has attempted multiple sed replacements on the same lines without successfully fixing the indentation issue — t...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted sed-based multi-line replacements that fail due to indentation issues, and keeps c...
{ "role": "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 use sed with `\\n` for multi-line replacements, failing each time due to indent...
[ { "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 (sed with \\n for multi-line replacement) multiple times, and the f...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been going back and forth with sed commands for many steps, and the file is now in a state where the or...
[ { "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 sed-based multi-line replacements that fail or produce incorrect results, now span...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted sed-based multi-line replacements that fail due to indentation issues, now spannin...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now run `git checkout sympy/functions/combinatorial/factorials.py` and `sed -n 480,550p sympy/functions...
{ "role": "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 `git checkout` followed by `sed -n 480,550p` or `sed -n 480,550p` again and again withou...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted the same file modification approach (git checkout + modify_factorials.py script + ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted the same file modification approach (git checkout + modify_factorials.py 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: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now gone through multiple cycles of breaking and restoring the file, and the current insertion at line ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has gone through multiple cycles of corrupting the file with global sed replacements and then trying to 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: Yes\nEVIDENCE: The agent ran the same reproduction script twice (steps 36 and 38) with identical results, and has been making increm...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly checking the same lines and applying/reversing sed changes to `when_multiple` values 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 been repeatedly checking the same lines and applying sed commands that partially work but leave other l...
[ { "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 checked the same lines and run the same test multiple times without making progress, and 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 checked the same lines and run the same test multiple times without making progress, and the...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly checked the same lines and run the same test multiple times without making progress, and 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 checked the same lines and run the same test multiple times without making progress, despite...
[ { "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 checking the same lines and applying sed commands that partially work but create uninte...
{ "role": "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 checking the same lines and running the same test without making progress on understand...
[ { "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 going in circles for 25+ steps, repeatedly reverting and re-applying changes without making progre...
{ "role": "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 going in circles for 25+ steps, repeatedly reverting and re-applying changes.\n4. Termination Cond...
[ { "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 `sed -i '495s/when_multiple=None/when_multiple=False/' sympy/functions/elementa...
{ "role": "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 `sed -i '495s/when_multiple=None/when_multiple=False/' sympy/functions/elementa...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly applying partial fixes and re-running the test, but the output still shows C1 and C2, i...
{ "role": "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 applying sed commands and running the test, but the output still shows C1 and C2, indic...
[ { "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 reverted the file and re-examined the same sections without making progress toward a clean f...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly reverted the file and re-examined the same sections without making progress on the actual fi...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly adding debug print statements and making incremental sed edits without a clear plan, an...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly applying debug print statements and sed commands to trace execution, but the debug outp...
[ { "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 of reverting, applying changes, and testing for many steps. It also keeps...
{ "role": "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 reverting, applying changes, and testing for 50+ steps, and is now 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: Yes\nEVIDENCE: The agent has been repeatedly trying different debugging approaches (adding print statements, checking line numbers, ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly applied debug print statements and incremental sed fixes without a clear plan, and 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 reverting the file and re-applying fixes for over 20 steps with no working result, 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 repeatedly reverting the file and re-applying fixes with slightly different approaches for over 20...
[ { "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 browsing multiple files (exprtools.py, operations.py, radsimp.py, calculus/util.py) without a clear fo...
{ "role": "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 browsing through multiple files (operations.py, radsimp.py, calculus/util.py) without finding the ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has repeatedly run `git log --oneline` on the same set of files multiple times (steps 29-33) without making pro...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has run `git log --oneline -5` or similar variations on the same files multiple times (steps 30-35) without gai...
[ { "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 exploring the codebase for many steps without making progress toward identifying the root cause. I...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran `git log --all --grep=\"cse\\|rational\" -- sympy/simplify` for the third time and `git diff HEAD~1` fo...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran `git log --all --grep=\"cse\\|rational\" -- sympy/simplify` for the third time and `git diff HEAD~1` fo...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly viewing the same lines (185-215) of cse_main.py and applying incremental sed fixes 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 been repeatedly viewing the same lines (185-215) and applying sed commands to line 194 multiple times, ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now run `python test_cse_issue.py` three times with the same result (Are they equal? False) and keeps r...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has applied the fix, run the test, seen it fail with \"Are they equal? False\", reverted, re-applied 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: The agent has been repeatedly applying and reverting the same fix pattern multiple times, and the test still shows \"...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted the same sed fix pattern multiple times across steps, and keeps viewing the same l...
[ { "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 '372s/new_expr = expr/new_expr = orig_expr/' sympy/simplify/cse_main.py` multipl...
{ "role": "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 applying `sed -i '372s/new_expr = expr/new_expr = orig_expr/' sympy/simplify/cse_main.p...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent viewed lines 650-680 of sets.py twice (steps 12 and 14) with identical output.\nRECOVERY_ACTION: Stop re-re...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: 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 the same lines (443-500) of zeta_functions.py multiple times, and the file still appears unchang...
{ "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 edit pattern (git checkout + sed insert at line 490) multiple times, and the out...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted the same sed-based insertion approach and the same Python edit script multiple tim...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeated the same failing approach (sed insertion at line 490 and Python script with wrong matching log...
{ "role": "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 failing approach (sed insertion at line 490 and Python script with incorrect mat...
[ { "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 repeatedly attempted to delete line 1424 using `sed -i '1424d'` multiple times, and is now stuck in a 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 repeatedly attempted to delete line 1424 (or nearby lines) multiple times, and has now restored 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: Yes\nEVIDENCE: The agent has been repeatedly viewing different sections of the same files (limits.py, gruntz.py, factorials.py) with...
{ "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 small sections of files (grep/limits.py, gruntz.py, factorials.py) without making p...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: 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 ran `sed -n 140,150p` many times before finally making edits, and the edits resulted in a corrupted file wi...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted sed edits, reverted, and tried again with similar approaches, and is now adding de...
{ "role": "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 that corrupt the file, then reverts, then tries again with similar 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: The agent has repeatedly attempted the same sed-based approach to edit the file, failing each time due to the multi-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 repeatedly attempted to edit the same file with sed commands that keep failing or corrupting it, then 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 now attempted the same sed + Python edit script approach 3+ times with the same failure pattern — the c...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly attempted the same `sed -i '806,807c\\...'` command and `git checkout` cycle over 6+ times w...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now repeated the exact same cycle (git checkout → Python edit script → sed -i '806,807c\\...' → verify ...
{ "role": "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 cycle (git checkout → Python edit script → sed -n check → sed -i edit at line 8...
[ { "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 pattern (git checkout → edit_solveset.py → sed 806,807c) at least 3 times with id...
{ "role": "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 -i '806,807c\\...'` command 4+ times with identical results, and the Python...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly run edit_sets.py with the same regex-based approach that fails to match multi-line content, ...
{ "role": "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 edit_sets.py with the same regex-based approach that fails to match multi-line content, ...
[ { "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 an infinite loop for 30+ steps, repeatedly generating the exact same single bash 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 an infinite loop for 30+ steps, repeatedly generating the exact same single bash command ...
[ { "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 generating the exact same single command `python edit_sets.py` for over 20 consecutive turns despi...
{ "role": "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 generating the exact same single command `python edit_sets.py` for over 20 consecutive turns despi...
[ { "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 generating the exact same single-action response (`python edit_sets.py`) for over 35 consecutive t...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been generating the exact same single-action response (`python edit_sets.py`) for over 35 consecutive 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 run the same `simplify` test command with identical parameters at least 5 times, getting the same Float...
{ "role": "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 simplify test command (`simplify(exp(Rational(1,2)) + exp(Rational(-1,2)), rational=False,...