code-repair-generation-combo

Automatically repair buggy code and generate comprehensive tests for Python, Java, and C++ programs. Use when users need to fix logic errors or runtime errors in functions, modules, or repositories. Accepts specifications via natural language descriptions, existing test cases, or input/output examples. Generates corrected code, creates or updates tests to verify correctness and prevent regressions, and produces a detailed report explaining the bug, fix, and testing strategy. Triggers on requests like "fix this bug", "repair this code", "debug this function", or "this code is broken".

1.14x

Quality

85%

Does it follow best practices?

Impact

95%

1.14x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

93%

15%

Inventory Management: Fix the Stock Aggregation Module

Python bug fix with pytest and bug report

Criteria

Without context

With context

Uses pytest

100%

Parametrized tests

100%

Normal case tests

100%

Edge case tests

100%

Error case tests

Regression case test

100%

Minimal code change

100%

Code style preserved

100%

Type hints preserved

100%

Bug fix report created

100%

Report: root cause

100%

Report: file paths and line numbers

42%

100%

Report: test results

62%

100%

All tests pass

100%

92%

Customer Analytics: Fix the Order Statistics Service

Java bug fix with JUnit 5 and null safety

Criteria

Without context

With context

Uses JUnit 5

100%

Parametrized tests

Null safety test

100%

Null safety handled in fix

100%

Normal case tests

100%

Edge case tests

100%

Regression case test

100%

Java naming conventions

100%

Minimal code change

100%

Bug fix report created

100%

Report: root cause

100%

Report: file paths and lines

57%

100%

Report: test results

50%

100%

Report: regression safety

100%

14%

Signal Processing Library: Fix the Moving Average Calculator

C++ bug fix with Google Test and report

Criteria

Without context

With context

Uses Google Test or Catch2

100%

Normal case tests

100%

Edge case tests

100%

Error case tests

75%

100%

Regression case test

100%

Bounds checking in fix

100%

Minimal code change

100%

Code style preserved

100%

Bug fix report created

100%

Report: root cause

100%

Report: file paths and lines

100%

Report: test results

57%

100%

Report: code snippets

100%

Report: regression safety

100%

Repository: ArabelaTso/Skills-4-SE
Commit: 0f00a4f

Evaluated: 29 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Inventory Management: Fix the Stock Aggregation Module Customer Analytics: Fix the Order Statistics Service Signal Processing Library: Fix the Moving Average Calculator

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