Analyzes Git diffs and pull requests against a project knowledge graph to identify impact zones and architectural risks.
The understand-diff skill bridges the gap between raw code changes and high-level architectural understanding by mapping Git diffs onto an interactive knowledge graph. It automatically identifies which specific components, functions, and classes are modified, then traverses dependency chains to reveal the 'blast radius'—the upstream callers and downstream dependencies potentially affected by the changes. This allows developers and reviewers to perform data-driven risk assessments based on code complexity and architectural layer violations, ensuring that side effects are caught long before code reaches production.
주요 기능
01Visual dashboard integration via automatic diff-overlay generation
0212,609 GitHub stars
03Automated blast radius analysis for changed files and functions
04Dependency mapping to identify upstream callers and downstream side-effects
05Quantitative risk assessment based on code complexity and connectivity
06Architectural layer validation to track cross-layer concerns
사용 사례
01Conducting deep code reviews by identifying hidden dependencies affected by a PR
02Visualizing the scope of changes when switching between feature branches
03Assessing the stability risk of refactoring complex legacy components
