Understand Anything is an open-source tool that combines LLM intelligence with static analysis to produce interactive dashboards for understanding codebases.
Highlights
- Multi-agent analysis pipeline — Project scanner, file analyzer, architecture analyzer, tour builder, and graph reviewer work together to produce rich knowledge graphs
- Interactive dashboard — Dark luxury themed React Flow visualization with graph-first layout, fuzzy/semantic search, guided tours, and persona modes
- Language-agnostic analysis — Config-driven plugin registry supporting 12+ languages with framework detection (TypeScript, Python, Django, and more)
- Multi-platform support — Works with Claude Code, Cursor, OpenCode, Gemini CLI (Antigravity), and Pi Agent
- Diff mode — Visualize PR/diff changes overlaid on the knowledge graph
- Large graph performance — Web Worker-based dagre layout, zoom limits, auto-center, and optimized pan/zoom interactions
- Keyboard shortcuts — Navigate the dashboard efficiently with keyboard controls
Skills
/understand— Full multi-agent codebase analysis/understand-dashboard— Launch the interactive visualization/understand-chat— Chat with your codebase context/understand-diff— Analyze PRs and diffs/understand-explain— Deep-dive file analysis/understand-onboard— Generate team onboarding guides
Contributors
Thanks to all contributors who made this release possible:
- @KyleWMiller — Diff mode (#2)
- @Jamie-HM — Chinese language support (#9)
- @longvv — Antigravity installation guide (#12)
- @eltociear — Japanese README (#24)
- @AnnulusLabs — Web Worker dagre layout for large graphs (#18)
- @mengdehong — Pan/zoom performance optimization (#23)
- @berkcangumusisik — Keyboard shortcuts & CONTRIBUTING.md (#30)
- @fishinakleinbottle — Language-agnostic analysis with dynamic prompt injection (#32)