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[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly reverted conftest.py and rewritten it with the same approach (adding `request.instance.setup...
{ "role": "assistant", "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 conftest.py and rewritten it with the same approach (adding `request.instance.setup...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 `grep -rn \"imshow\" unit` twice with identical results, and `grep -rn \"def test_imshow\" unit` twice ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `grep -rn \"imshow\" unit` twice with identical results, and has been repeatedly browsing the codeb...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 searched for \"imshow\" in the unit directory (steps 12, 16, 18), and is now exploring the same ...
{ "role": "assistant", "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 searched for \"imshow\" and \"def test_imshow\" across multiple steps without making progres...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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: Yes\nEVIDENCE: The agent already applied the fix to `lib/matplotlib/pyplot.py` a...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: Yes\nEVIDENCE: The agent already applied the fix to `lib/matplotlib/pyplot.py` (...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: 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: 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 exploring the codebase (git log, git diff, file listings) without making progress towar...
{ "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 tried to run tests that fail due to missing matplotlib installation, and has made multiple 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 tried to run tests and import matplotlib in multiple ways (steps 22-26), all failing due to ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 `git show d3ec69bfe7 --stat` twice and is now browsing documentation files (backends.rst...
{ "role": "assistant", "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 examined commit metadata, git stats, and file listings (steps 13-20) without making progress...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly examined git diffs, commit metadata, and file listings (steps 7-30) without making progress ...
{ "role": "assistant", "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 searched for \"usage.py\", \"backends.rst\", \"test_doc\" etc. across the codebase 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: 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 repeatedly run the full test suite and sub-sets of it, and keeps investigating the same merge commit 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 repeatedly run the full test suite and subsets of it, and keeps investigating the same \"doc-offsetbox\...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 `test_offsetbox.py` three times, examined the same offsetbox.py sections multiple times, and 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 run `grep -n \"class VPacker\"` three times, run `test_offsetbox.py` three times, and repeatedly examin...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: Yes\nEVIDENCE: The agent modified `PackerBase.__init__` to use `super().__init__(**kwargs)` which references `kwargs` before it's defined (the `**kwargs` parameter is added AFTER the existing parameter list), causi...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran the same `sed` commands twice (steps 31 and 32) attempting to add `**kwargs` support, and the second ru...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 applied the same global `sed 's/super().__init__()/super().__init__(**kwargs)/'` replacement for th...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now applied the same broken global sed replacement (`s/super().__init__()/super().__init__(**kwargs)/`)...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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: 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 ran `bash run_tests.sh` twice with identical results (both times referencing `r2e_tests` which doesn't exis...
{ "role": "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 `bash run_tests.sh` twice with identical results (both times failing because `r2e_tests` doesn't exist)...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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: Agent ran `sed -n '5770,5780p' lib/matplotlib/axes/_axes.py` twice (steps 34 and 38) with identical output, and ran `...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent ran `sed -n '5770,5780p' lib/matplotlib/axes/_axes.py` twice with identical output.\nRECOVERY_ACTION: Stop re-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 ran `bash run_tests.sh` twice with the same error (file not found: r2e_tests) and is now reading various so...
{ "role": "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 `bash run_tests.sh` twice with the same \"file or directory not found: r2e_tests\" error, and is now 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: Yes\nEVIDENCE: Agent has attempted `grep -n \"corners = (minx, miny), (maxx, maxy)\" lib/matplotlib/axes/_axes.py` at least 10 times...
{ "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 `grep -n \"corners = (minx, miny), (maxx, maxy)\" lib/matplotlib/axes/_axes.py` at least 8 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 been stuck in a loop trying to run `grep -n \"corners = (minx, miny), (maxx, maxy)\" lib/matplotlib/axe...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has been stuck in a loop trying to run `grep -n \"corners = (minx, miny), (maxx, maxy)\" lib/matplotlib/axes/_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: Yes\nEVIDENCE: The agent applied a sed replacement to `lib/matplotlib/axes/_axes.py` that changed ALL occurrences of `self.update_datalim(corners)` to `self.update_datalim(coords.reshape(-1, 2))`, not just the one ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: Yes\nEVIDENCE: The agent applied a sed replacement that changed ALL occurrences of `self.update_datalim(corners)` in the file to `self.update_datalim(coords.reshape(-1, 2))`, not just the one in the pcolor/pcolorme...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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: Agent has been stuck for 10+ steps trying to issue a single command but keeps including multiple code blocks or faili...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: Agent has been stuck in a loop for many steps, repeatedly trying to issue `grep -n \"corners = (minx, miny), (maxx, 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: 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: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly tried to run the full test suite and encountered the same GTK3 import error multiple 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 ran `python -m pytest lib/matplotlib/tests/ -x --tb=short` twice with the same GTK3 collection error result...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran `python -m pytest lib/matplotlib/tests/ -x --tb=short` multiple times with the same GTK3 collection err...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran `sed -i 's/np.row_stack/np.vstack/g' lib/matplotlib/axes/_axes.py` multiple times, and the output 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 ran `grep -n \"np.row_stack\" lib/matplotlib/axes/_axes.py` three times in a row with no progress between a...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: 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 running `grep -n \"np.row_stack\" lib/matplotlib/axes/_axes.py` and `sed -i 's/np.row_s...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `grep -n \"np.row_stack\" lib/matplotlib/axes/_axes.py` and `sed -i 's/np.row_stack/np.vstack/g' li...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly running `grep -n \"np.row_stack\" lib/matplotlib/axes/_axes.py` and `sed -i 's/np.row_s...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been running `grep -n \"np.row_stack\" lib/matplotlib/axes/_axes.py` and `sed -i 's/np.row_stack/np.vst...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 `git diff HEAD~1 HEAD lib/matplotlib/stackplot.py` twice, viewed `stackplot.py` twice, and now is running `...
{ "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 `git diff HEAD~1 HEAD lib/matplotlib/stackplot.py` three times and viewed `stackplot.py` multiple times wit...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: 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: Agent ran `python -m pytest lib/matplotlib/tests/test_colorbar.py::test_colorbar_minorticks_on_off` three times in a ...
{ "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 `python -m pytest lib/matplotlib/tests/test_colorbar.py::test_colorbar_minorticks_on_off` three times in a ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `git log --oneline -20` twice (steps 7 and 12) and `git status` twice, producing identical output b...
{ "role": "assistant", "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 log --oneline -20` twice and `git status` twice, without making progress toward ide...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 `git log --oneline -20` three times now (steps 7, 13, and 19) with identical output.\nRECOVERY_ACTION: Stop...
{ "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 `git log --oneline -20` three times and `git show f03a646516` twice, repeatedly examining the same PathClip...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly examined git logs, commits, and diffs (steps 6, 8, 10, 12, 14, 16) without making progress 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: Yes\nEVIDENCE: The agent found commit d8654f512f which updates stackplot.py docs...
{ "role": "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 show d8654f512f` twice with identical output.\nRECOVERY_ACTION: Stop re-examining the same commit ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: Yes\nEVIDENCE: The agent checked out `lib/matplotlib/stackplot.py` from `main`, but the current HEAD is detached at an older commit (01c9cfdee9) which is behind `main`. The task says \"DO NOT MODIFY: Tests, configu...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: Yes\nEVIDENCE: The agent checked out `lib/matplotlib/stackplot.py` from `main`, but the current HEAD is detached at an older commit — this means the agent is now on a different codebase version than what the task e...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: Yes\nEVIDENCE: The agent applied changes from `main` (np.vstack, docstring update, and the color/hatch cycling refactor) but the `main` branch also has unrelated changes like the `hatch` parameter, `itertools` impo...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: Yes\nEVIDENCE: The agent checked out the entire file from `main` earlier, which included the `hatch` parameter addition and `itertools` import — these are changes from a different PR (#29853) and not the actual fix...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: 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: 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: 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: 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: 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 ran `git show d8654f512f:lib/matplotlib/stackplot.py` twice with identical output.\nRECOVERY_ACTION: Stop r...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now run `git show d8654f512f:lib/matplotlib/stackplot.py` twice (steps 13 and 14) 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: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `git show d8654f512f` and `git show d8654f512f -- lib/matplotlib/stackplot.py` multiple times (step...
{ "role": "assistant", "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 `git show d8654f512f` and `git show d8654f512f -- lib/matplotlib/stackplot.py` twice with identical...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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: Yes\nEVIDENCE: The agent has run the S3 eventbridge tests which all pass (9 pass...
{ "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 spent 16+ steps browsing files, examining git history, and running passing tests without identifying th...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been browsing files and running tests for many steps without identifying the actual problem to solve.\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: Yes\nEVIDENCE: The agent has been running tests that pass (S3, NetworkManager, IAM, utilities, core) for 30+ steps without finding a...
{ "role": "assistant", "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 tests for S3, NetworkManager, DynamoDB, IAM, utilities, and core — all passing — for 30+ steps with...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: 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: 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: 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: Yes\nEVIDENCE: The agent modified `moto/ec2/models.py` by adding ap-south-2 zones, which is a band-aid fix for a boto3 version mismatch issue, not the actual PR fix needed. The agent also corrupted the file with a ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly explored git history, reverted changes, and re-explored the same files across many steps wit...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly explored git history, run the same diagnostic commands, and reverted changes 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 repeatedly tried to add missing zones (ap-south-2, ap-southeast-3, etc.) via sed commands and a Python ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly tried the same approach (adding missing regions to zones dict) despite 3 rounds of superviso...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: Yes\nEVIDENCE: ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `sed -n 63,150p moto/sns/models.py` and `sed -n 866,950p moto/sns/models.py` multiple times each, v...
{ "role": "assistant", "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 63,150p moto/sns/models.py` and `sed -n 866,950p moto/sns/models.py` and `sed -n 179,300p 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: Yes\nEVIDENCE: The agent has viewed `sed -n 63,150p moto/sns/models.py` and `sed -n 866,950p moto/sns/models.py` multiple times, 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 viewed `sed -n 63,150p moto/sns/models.py` and `sed -n 866,950p moto/sns/models.py` multiple times, and...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly browsing files (settings.py, backends.py, models.py) without making progress toward ide...
{ "role": "assistant", "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 browsing files (settings.py, backends.py, models.py) and running git commands 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: Yes\nEVIDENCE: The agent has spent 20+ steps browsing files, checking git history, and running tests without identifying the actual ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has spent 20+ steps browsing files and running tests without making progress toward identifying or fixing 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 ran `git diff efc7fa682 moto/rds/models.py moto/utilities/utils.py > rds_case_insensitive.patch` and `git a...
{ "role": "assistant", "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 the same patch from master to the current HEAD multiple times (steps 27-30), ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 `git diff HEAD~1`, `git show 131b78c82`, and attempted `git apply` multiple times with 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 repeatedly run `git diff HEAD~1`, `git show 131b78c82`, and `git diff efc7fa682` multiple times across ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 broad test suites multiple times (steps 43, 45, 47) each time hitting the same flask_cors server te...
{ "role": "assistant", "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 similar commands (git show, git diff, grep) and attempted the same approach 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 repeatedly run `git diff HEAD~1`, `git show 131b78c82`, and examined the same SSM resource files multip...
{ "role": "assistant", "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 diff HEAD~1`, `git show 131b78c82`, and other SSM-related commands multiple times 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 attempted a sed edit, saw it left a partial/duplicate line (the old `get_instance` method body was not remo...
{ "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 reading the same files (models.py, responses.py, parser/models.py) and re-examining the...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly reading the same files (models.py, responses.py, parser/models.py) and examining 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 ran the exact same two sed commands (`sed -i '94i\\...'` and `sed -i 's/tracing_configuration=tracing_confi...
{ "role": "assistant", "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 commands (`sed -i '94i\\...'` and `sed -i 's/tracing_configuration=tracing_c...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now attempted the exact same edit pattern (git checkout + python heredoc with fileinput) SIX times, eac...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has now run the exact same Python fileinput script 5+ times in a row, each time the output shows the same 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: 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 searched for \"CaseInsensitiveDict\" and \"case_insensitive\" in moto/rds/ (steps 13-15) aft...
{ "role": "assistant", "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 searched for `CaseInsensitiveDict` and `case_insensitive` in `moto/rds/` 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: 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 repeatedly run `git diff efc7fa682 -- ...`, `grep -rn \"CaseInsensitiveDict\"`, and `grep -rn \"utcnow\...
{ "role": "assistant", "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 for `CaseInsensitiveDict`, run large diffs, and searched for the same patterns multi...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has run `grep -rn \"db_cluster_identifier\\|global_cluster_identifier\" moto/rds/models.py` and `grep -rn \...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly run `grep -rn \"CaseInsensitiveDict\"`, `grep -rn \"def __init__\"`, and `grep -rn \"db_clus...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly run `grep -rn \"CaseInsensitiveDict\" moto/utilities/utils.py` and `grep -rn \"db_cluster_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 repeatedly searched for `CaseInsensitiveDict`, `db_cluster_identifier`, and `def __init__` patterns acr...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly run `grep -rn \"CaseInsensitiveDict\"`, `grep -rn \"def __init__\"`, and `grep -rn \"class R...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly run `grep -rn \"CaseInsensitiveDict\"`, `grep -rn \"def __init__\"`, and `grep -rn \"class R...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: 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: 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: 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: 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 browsing files and git history without making progress toward identifying or fixing the...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly browsing files and checking git history without making progress toward identifying or f...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has repeatedly viewed the same SSO-admin models.py file and diffs without making progress on identifying or...
{ "role": "assistant", "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 SSO-admin models.py file content (steps 12, 14, 16, 18) and keeps trying to ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been repeatedly trying to fix imports and file structure without making progress, and the file was corr...
{ "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 already found the fix in commit 7b008ded3 which adds '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": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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: Yes\nEVIDENCE: The agent has already examined the git diff (HEAD~1) which shows ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: 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 modify the `lookup` method using sed commands that fail due to regex escaping 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 to modify the `lookup` method using sed commands that fail due to regex escaping 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: Yes\nEVIDENCE: ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: No\n\nREASONING ERRORS:\n5. Problem Misidentification: DETECTED: No\n6. Tool Sel...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: No\n4. Termination Condition Unawareness: DETECTED: Yes\nEVIDENCE: The agent has already seen the full diff (git diff HEAD~1) which ...
{ "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 ran `git diff HEAD~1` twice (steps 13 and 17) and has been repeatedly reading RDS source files without maki...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent has been reading source files (serialize.py, responses.py, exceptions.py) and running broad test suites wit...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, provide specific e...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent keeps examining RDS source files (models.py, utils.py, serialize.py, responses.py) and git history without ...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent keeps examining RDS source files (models.py, utils.py, responses.py) and git history despite all RDS tests ...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 163,250p moto/rds/utils.py` twice in a row with identical output, and has been repeatedly viewi...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent ran `grep -n \"FilterDef\" moto/rds/utils.py` and `sed -n 163,250p moto/rds/utils.py` again (second time ea...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 keeps running pytest on different test directories (cognitoidp, elbv2, iam, core) but each time the only er...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent keeps running pytest on different test directories (cognitoidp, elbv2, iam, core) and getting the same \"fl...
[ { "role": "system", "content": "You are a supervisor monitoring an LLM-based coding agent. Your role is to detect trajectory-level errors and provide corrective guidance to prevent task failure.\nAnalyze the provided agent trace for the following error categories. For each detected error, 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 test suites that fail with the same `flask_cors` import error across multiple services (...
{ "role": "assistant", "content": "SPECIFICATION ERRORS:\n1. Task Specification Violations: DETECTED: No\n2. Role Specification Violations: DETECTED: No\n3. Step Repetition: DETECTED: Yes\nEVIDENCE: The agent keeps running test suites that fail with the same `flask_cors` import error and keeps examining unrelated c...