Understand Anything Knowledge Graph

This runs a multi-agent pipeline that parses your entire codebase into an interactive knowledge graph, then opens a React dashboard where you can explore files, functions, and dependencies visually. Five agents work in sequence to scan, analyze, group into architectural layers, and build guided tours. You get plain-English summaries of every node, so non-engineers can actually follow along. The graph persists to JSON and only re-analyzes changed files on subsequent runs. Use it when onboarding to a new project or trying to explain a complex codebase to PMs and designers. The diff command shows ripple effects before you commit, which is genuinely useful. Built with React Flow, tree-sitter, and runs entirely through Claude Code slash commands.

Install to Claude Code

npx -y skills add aradotso/trending-skills --skill understand-anything-knowledge-graph --agent claude-code