instance_id stringlengths 15 51 | resolved bool 1
class | messages listlengths 16 122 | broad_then_narrow bool 2
classes | multi_round_refinement bool 2
classes | read_after_narrowing bool 2
classes | judge_notes stringlengths 56 353 | dev_cluster stringclasses 2
values | dev_cluster_rationale stringlengths 36 114 | did_not_follow_instruction bool 1
class | did_not_follow_instruction_rationale stringclasses 191
values | file_management_errors bool 1
class | file_management_errors_rationale stringclasses 213
values | improper_tool_use_or_setup bool 1
class | improper_tool_use_or_setup_rationale stringlengths 0 140 | incomplete_implementation bool 1
class | incomplete_implementation_rationale stringlengths 0 168 | infrastructure_agent_caused_issue bool 1
class | infrastructure_agent_caused_issue_rationale stringclasses 74
values | infrastructure_external_issue bool 2
classes | infrastructure_external_issue_rationale stringlengths 0 170 | insufficient_analysis bool 2
classes | insufficient_analysis_rationale stringlengths 0 189 | insufficient_clarification bool 1
class | insufficient_clarification_rationale stringlengths 0 164 | insufficient_debugging bool 1
class | insufficient_debugging_rationale stringclasses 270
values | insufficient_testing bool 1
class | insufficient_testing_rationale stringlengths 0 182 | loop_behavior bool 1
class | loop_behavior_rationale stringclasses 61
values | misunderstood_intention bool 2
classes | misunderstood_intention_rationale stringlengths 0 154 | other_agent_issue bool 1
class | other_agent_issue_rationale stringclasses 41
values | overall_sentiment stringclasses 2
values | overall_sentiment_rationale stringlengths 43 115 | risky_actions_or_permission bool 1
class | risky_actions_or_permission_rationale stringclasses 123
values | scope_creep bool 1
class | scope_creep_rationale stringclasses 138
values | task_type stringclasses 3
values | task_type_rationale stringlengths 41 121 | user_goal_summary stringlengths 51 223 | insufficient_exploration bool 2
classes | insufficient_exploration_rationale stringlengths 104 306 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Gallopsled__pwntools-636_92 | true | [
{
"content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and prioritize quality over speed... | false | false | false | Agent opened specific files before any broad search, used only one grep keyword, and read full files before narrowing. | Code Management | Agent added documentation to an existing function. | false | Agent followed all steps: exploration, understanding, rechecking, generation, and review. | false | Agent edited the correct file (atexception.py) without errors. | false | Agent used appropriate tools (file_editor, terminal, think) correctly. | false | Docstring was successfully added to the function. | false | Agent did not introduce any infrastructure faults. | false | No environment/platform limits outside agent control. | false | Agent searched for all unregister functions and correctly identified the matching one. | false | Requirements were clear; agent did not need to ask for clarification. | false | No debugging was needed; the task was straightforward. | false | Agent verified syntax with ast.parse and extracted docstring with AST. | false | No repeated failed actions observed. | false | Agent correctly identified the target function and wrote the docstring. | false | No other agent-side problems detected. | Positive | Agent successfully completed the task and provided a clear summary. | false | No risky actions were taken. | false | Agent only added the docstring as requested, no extra features. | Write Documentation | Agent wrote a docstring for an existing function. | Locate a function that removes a specified function from a collection of registered functions and write its docstring.</user_goal_summary_text> | true | First edit was BLIND; agent never viewed atexception.py's unregister code before editing it, and the grep only listed filenames without showing the target definition. |
ipython__ipython-374_620 | true | [
{
"content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and prioritize quality over speed... | true | true | true | The agent used broad repository-wide grep searches with distinct keywords before narrowing to a single file, which was read only after identifying it as a candidate. | Code Management | Task involves editing existing code to add documentation (docstring). | false | Agent followed all instructions: located function and added docstring. | false | Agent edited the correct file at the correct location. | false | Agent used appropriate tools (grep, file_editor) correctly. | false | Docstring was fully added and verified. | false | Agent did not introduce any infrastructure faults. | false | No environment/platform issues encountered. | false | Agent thoroughly searched codebase and verified function matches description. | false | Requirements were clear; no ambiguity needed clarification. | false | No debugging was required; task completed successfully. | false | Agent verified syntax with py_compile after docstring addition. | false | No repeated failed actions observed. | false | Agent correctly identified the xsys function matching the description. | false | No other agent-side problems detected. | Positive | Agent successfully completed the task with clear, well-documented work. | false | No risky operations (git push, file deletion) were performed. | false | Agent only added docstring as requested, no extra features. | Write Documentation | Agent added a docstring to an existing function in the codebase. | Find and add a docstring to a function that replaces the standard system call with one that captures output for doctest purposes. | false | Searches located xsys in globalipapp.py; views showed its definition and related code before editing. Exploration was sufficient. |
Gallopsled__pwntools-636_94 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | false | false | "Agent listed the repository root broadly, then directly opened a specific file without any content-(...TRUNCATED) | Code Management | Agent edited code to add documentation to an existing function. | false | false | false | false | false | false | false | false | false | false | false | false | false | Positive | Agent successfully completed the task with verified syntax. | false | false | Write Documentation | Agent wrote a docstring for an existing function. | Find and add a docstring to the exception hook replacement function in the pwntools repository. | false | "Agent viewed atexception.py showing _newhook's code, then re-viewed lines 88-100 before editing. Th(...TRUNCATED) | |||||||||||||||
Gallopsled__pwntools-636_206 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | true | false | "Agent did broad tree listing and grep, then refined with class pattern, but read full files when 4 (...TRUNCATED) | Code Management | Agent located a class in the codebase and added documentation to it. | false | Agent followed all instructions: located the class and wrote its docstring. | false | File was edited correctly at the correct location. | false | Agent used appropriate tools (file_editor, terminal, think) correctly. | false | Docstring was successfully added and syntax verified. | false | No infrastructure faults introduced by agent. | false | No external infrastructure issues. | false | Agent explored all ModuleType subclasses and analyzed each one before selecting. | false | Requirements were clear; no ambiguity needed clarification. | false | No debugging was needed; no errors occurred. | false | Agent verified syntax with py_compile, which is reasonable for adding a docstring. | false | No repeated failed actions detected. | false | Agent correctly identified ConstantsModule as matching the description. | false | No other agent issues detected. | Positive | Agent successfully completed the task and provided a clear summary. | false | No risky actions taken. | false | Agent only added the docstring, nothing extra. | Write Documentation | Agent wrote a docstring for the ConstantsModule class. | "Locate a class that specializes in ModuleType to route queries based on architecture/OS context and(...TRUNCATED) | true | "Agent edited ConstantsModule without locating the class matching the description (routes by arch/os(...TRUNCATED) |
Gallopsled__pwntools-636_95 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | false | true | "The agent performed a broad directory listing of the repository root, then immediately opened the s(...TRUNCATED) | Code Management | Task involves editing code files and adding documentation to existing code. | false | Agent followed all steps: explore, understand, recheck, generate, review. | false | File edited correctly at /workspace/Gallopsled__pwntools__bc93beb5/pwnlib/memleak.py. | false | Agent used appropriate tools (file_editor, terminal, think). | false | Docstring was fully written and inserted correctly. | false | Agent did not introduce any infrastructure faults. | false | No environment/platform limits encountered. | false | Agent thoroughly explored codebase and verified class matches description. | false | Requirements were clear; no ambiguity needed clarification. | false | No debugging needed; task completed successfully. | false | Docstring addition is trivial edit; agent verified syntax with py_compile. | false | No repeated failed actions observed. | false | Agent correctly identified MemLeak class matching the description. | false | No other agent-side problems detected. | Positive | Agent successfully completed the task and confirmed with syntax check. | false | No risky git operations or credential changes performed. | false | Agent only added docstring as requested, no extra features. | Write Documentation | Agent wrote a docstring for an existing class based on description. | Locate a class described as a caching/heuristic tool for memory leaks and write its docstring. | false | "Agent viewed memleak.py (#3) showing MemLeak and its methods before editing, and verified via docs (...TRUNCATED) |
ipython__ipython-374_821 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | true | false | "Agent performed broad grep then narrowed to files, but read full files early before narrowing to <=(...TRUNCATED) | Code Management | Task involves adding documentation to existing code.</dev_cluster_rationale> | false | "Agent followed all instructions: located function and wrote docstring.</did_not_follow_instruction_(...TRUNCATED) | false | Agent edited the correct file at the correct location.</file_management_errors_rationale> | false | No tool misuse detected; correct tools used appropriately.</improper_tool_use_or_setup_rationale> | false | Docstring was fully written and added to the function.</incomplete_implementation_rationale> | false | false | No external infrastructure issues observed.</infrastructure_external_issue_rationale> | false | "Agent explored codebase, searched for publish functions, and verified the correct target.</insuffic(...TRUNCATED) | false | "Requirements were clear; agent made reasonable choice of target function.</insufficient_clarificati(...TRUNCATED) | false | No debugging needed; no errors encountered.</insufficient_debugging_rationale> | false | "Agent verified syntax with py_compile; reasonable for docstring-only change.</insufficient_testing_(...TRUNCATED) | false | No repeated failed actions observed.</loop_behavior_rationale> | false | "Agent correctly identified the publish function and added appropriate docstring.</misunderstood_int(...TRUNCATED) | false | No other agent issues detected.</other_agent_issue_rationale> | Positive | Agent successfully completed the task and provided a clear summary.</overall_sentiment_rationale> | false | No risky actions like git push or credential changes.</risky_actions_or_permission_rationale> | false | Agent only added docstring; no unrequested features.</scope_creep_rationale> | Write Documentation | Agent added a docstring to an existing function.</task_type_rationale> | "Locate a function that publishes data and metadata to all frontends with MIME types and write its d(...TRUNCATED) | false | "Agent searched \"publish\" (18 hits) and \"def publish\" (4 hits), then viewed displaypub.py and zm(...TRUNCATED) | |
ipython__ipython-374_309 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | false | true | "Broad grep search found candidate files, then narrowed to specific files, but only one keyword was (...TRUNCATED) | Code Management | Agent edited a test file to add documentation (docstring). | false | Agent followed all instructions: located function and added docstring. | false | Agent edited the correct file at the correct location. | false | Agent used appropriate tools (terminal, file_editor) correctly. | false | Docstring was successfully added to the target function. | false | Agent did not introduce any infrastructure faults. | false | No environment/platform limits affected the agent's work. | false | Agent explored codebase, read implementation, and verified function match. | false | Requirements were clear; no ambiguity needed clarification. | false | No debugging needed; task was straightforward. | false | Agent verified Python syntax validity after edit. | false | No repeated failed actions observed. | false | Agent correctly identified the testC function matching the description. | false | No other agent-side problems detected. | Positive | Agent successfully completed the task and provided a clear summary. | false | No risky operations (git push, file deletion) performed. | false | Agent only added docstring as requested, no extra features. | Write Documentation | Agent added a docstring to an existing test function. | Locate a function testing CompletionLexer with C/C++ code contexts and write its docstring. | false | "Located CompletionLexer via grep and viewed its definition in completion_lexer.py before editing; e(...TRUNCATED) |
ipython__ipython-374_438 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | true | false | "Agent performed broad greps (pexpect, subprocess) before narrowing, used multiple distinct search p(...TRUNCATED) | Code Management | Agent worked on code documentation (docstring) in an existing codebase. | false | Agent followed all steps: exploration, understanding, rechecking, generation, and review. | false | Agent edited the correct file at the correct location. | false | Agent used appropriate tools (file_editor, terminal, ast) correctly. | false | Docstring was successfully added and verified. | false | Agent did not introduce any infrastructure faults. | false | No environment/platform limits encountered. | false | Agent thoroughly explored the codebase and verified the class matches the description. | false | Requirements were clear; no ambiguity needed clarification. | false | No debugging was required; the task was straightforward. | false | Agent verified syntax with ast.parse() which is reasonable for a docstring change. | false | No repeated failed actions detected. | false | Agent correctly identified the target class and added the requested docstring. | false | No other agent-side problems detected. | Positive | Agent successfully completed the task with a well-documented solution. | false | No risky actions (git push, credential changes, etc.) were performed. | false | Agent only added the requested docstring without extra changes. | Write Documentation | Agent added a docstring to an existing class without modifying functionality. | Find a class that executes subprocesses using pexpect and write its docstring. | false | "Before editing, agent searched pexpect/subprocess (14, 5, 4 hits) and viewed ProcessHandler's code (...TRUNCATED) |
Gallopsled__pwntools-636_316 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | true | true | "Agent first scanned the full repo and grepped for CRC broadly, then narrowed to crc module and read(...TRUNCATED) | Code Management | Task involved locating and documenting an existing function in the codebase. | false | Agent followed all steps: exploration, understanding, rechecking, generation, and review. | false | Agent edited the correct file at the correct location. | false | Agent used appropriate tools (file_editor, terminal, think) for the task. | false | Docstring was successfully added with all required elements. | false | No infrastructure faults introduced by the agent. | false | No environment/platform limits outside agent control. | false | "Agent thoroughly explored the codebase, read the implementation, and verified examples against know(...TRUNCATED) | false | Requirements were clear - find CRC function and write docstring; no ambiguity. | false | No debugging was needed; task was straightforward documentation. | false | Agent verified examples by checking known CRC values in known.py against the docstring examples. | false | No repeated failed actions detected. | false | Agent correctly identified the generic_crc function matching the description. | false | No other agent-side problems detected. | Positive | Agent successfully completed the task with a well-documented function. | false | No risky actions like git push or credential changes were performed. | false | Agent only added the requested docstring without extra features. | Write Documentation | Agent wrote a docstring for an existing function in the codebase. | Locate a CRC-sum calculation function in the pwntools repository and write its docstring. | false | "Before the first edit (#21), the agent viewed generic_crc's definition (#20) and its callers/relate(...TRUNCATED) |
ipython__ipython-374_456 | true | [{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED) | true | true | false | "Agent started with broad grep searches and refined with multiple keywords, but read a full file whe(...TRUNCATED) | Code Management | Agent added documentation to an existing codebase file. | false | Agent followed all steps: exploration, understanding, rechecking, generation, review. | false | Agent edited the correct file at the correct location. | false | Agent used appropriate tools (grep, file_editor) correctly. | false | Docstring was successfully added and syntax verified. | false | Agent did not introduce any infrastructure faults. | false | No external infrastructure issues encountered. | false | Agent searched codebase, found the file, and read the full implementation. | false | Requirements were clear; no ambiguity in the task description. | false | No debugging was required; no errors occurred. | false | Agent verified syntax with ast.parse after adding docstring. | false | No repeated failed actions observed. | false | Agent correctly identified the AvoidUNCPath class matching the description. | false | No other agent-side problems detected. | Positive | Agent successfully completed the task with a well-documented solution. | false | No risky operations (git push, file deletion) were performed. | false | Agent only added the requested docstring, nothing extra. | Write Documentation | Agent wrote a docstring for an existing class based on its implementation. | Locate a context manager class for UNC path handling in Win32 and write its docstring. | false | "Searches for \"UNC\" and context-manager methods located the class, and views of _process_win32.py (...TRUNCATED) |
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