Commit Analysis for Problem Pattern Detection

This skill provides techniques for analyzing git commits to identify bug fix patterns, extract root causes, and detect similar issues in code changes.

Purpose

Commit analysis transforms raw git history into actionable insights by:

• Identifying which commits represent bug fixes vs. features
• Extracting problem patterns from fix commits
• Understanding root causes from code changes
• Detecting similar patterns in new code changes
• Building knowledge bases from historical fixes

Commit Identification Strategy

Two-Stage Filtering

Use a two-stage approach to identify fix-related commits: