Understand Anything

An open-source tool combining LLM intelligence and static analysis to produce interactive knowledge graph dashboards for understanding any codebase.

An open-source tool that combines LLM intelligence with static analysis to generate interactive knowledge graph dashboards for understanding codebases — reaching 1,000 GitHub stars within 5 days of launch.

  • Knowledge Graph: Automatically extracts files, modules, functions, and their relationships into an interactive graph visualization.
  • Multi-Agent Pipeline: Specialized agents (project-scanner, file-analyzer, architecture-analyzer, tour-builder) analyze codebases in parallel.
  • Interactive Dashboard: Dark luxury themed React dashboard with graph-first layout, guided tours, and node-level deep dives.
  • Multi-Platform Support: Works as a plugin for Claude Code, Cursor, Codex, OpenClaw, and OpenCode.
  • Understand Skills: /understand, /understand-chat, /understand-diff, /understand-explain, /understand-onboard for different workflows.

Check out the GitHub repository for installation and usage.