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README.md 2026-03-25 1.9 kB
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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)
Source: README.md, updated 2026-03-25