Vibe Coding DiscoverUnderstand-Anything
View on GitHubGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
Multi-platform AI coding skill that runs an LLM + tree-sitter multi-agent pipeline over a repo to build an interactive knowledge graph with search, guided tours, diff-impact analysis, and codebase Q&A.
Use Cases
Onboarding onto a large unfamiliar codebaseAsking natural-language questions about a repoDiff impact analysis before committingGenerating architecture walkthroughs and onboarding guidesVisualizing architectural layers (API/Service/Data/UI)Mapping code to business domains and flowsSemantic and fuzzy search across a codebase graphAnalyzing Karpathy-pattern LLM wiki knowledge basesAuto-updating the graph on every commitScoping analysis to a subdirectory of a monorepo
Built With
- Language
- TypeScript
- Frameworks
- tree-sitter · TypeScript · Vitest · Astro · ESLint · pnpm · Node.js
Tags
knowledge-graph · codebase-analysis · code-understanding · agent-skills · claude-code-plugin · multi-agent · static-analysis · tree-sitter · semantic-search · code-onboarding · developer-tools · interactive-dashboard · codex · cursor · gemini-cli · llm-wiki