AI/ML Engineer
Tirth Kanani is an AI/ML engineer whose skills help an AI agent refactor code safely, review pull requests and branch diffs with blast-radius analysis, review only changes since the last commit, navigate unfamiliar codebases, and debug issues. Much of his work relies on a code knowledge graph, which his skills build and keep updated to give agents structural context for each change.
Code Review Graph
7 skills · 32,626 stars · MIT
Build Graph Build or update the code review knowledge graph.
Debug Issue Systematically debug issues using graph-powered code navigation
Explore Codebase Navigate and understand codebase structure using the knowledge graph
Refactor Safely Plan and execute safe refactoring using dependency analysis
Review Changes Perform a structured code review using change detection and impact
Review Delta Review only changes since last commit using impact analysis.
Review Pr Review a PR or branch diff using the knowledge graph for full structural context.