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Understand Anything

Graphs that teach > graphs that impress. Turn any code, or knowledge base (Karpathy LLM wiki), into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

skill CodexClaude CodeCursorHermes Agent
01

At a glance.

A compact read before the deeper capability notes and official setup links.

Fit snapshot
Format SKILL
Category skill
CodexClaude CodeCursorHermes Agent
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Core features.

Feature cards focus on what the tool helps users do, not generated setup commands.

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Turn any codebase, knowledge base, or docs into an interactive knowledge graph you can explore, search, and ask questions about.

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Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

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Want to skip the reading? Try the live demo in our homepage โ€” a fully interactive dashboard you can pan, zoom, search, and explore right in your browser.

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Navigate your codebase as an interactive knowledge graph โ€” every file, function, and class is a node you can click, search, and explore.

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Switch to the domain view and see how your code maps to real business processes โ€” domains, flows, and steps laid out as a horizontal graph.

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Search "which parts handle auth?" and get relevant results across the graph.

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A multi-agent pipeline scans your project, extracts every file, function, class, and dependency, then builds a knowledge graph saved to .understand-anything/knowledge-graph.json.

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Dashboard UI labels, buttons, and tooltips

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Agent / Skill / MCP / Workflow fit.

This panel keeps technical format separate from the user-facing AI category.

Tool type SKILL
Use categories skill
Works with Codex, Claude Code, Cursor, Hermes Agent, Generic
05

Official setup path.

Generated install snippets are intentionally not mirrored here because they drift. The page links to source-owned setup docs instead.

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Evidence and adoption notes.

These notes help a user decide whether to investigate the official project further.

Source repository last pushed at 2026-05-18T02:13:25Z.

Generated from source metadata; confirm operational details in the official project before adopting it.

Review the upstream license, maintenance activity, and issue history before using it in production.

Trusted source

Trace the origin before adopting.