Understand-Anything: Claude Code Skills That Turn Codebases Into Interactive Knowledge Graphs

GitHub·medium signal

Understand-Anything (~7K stars) uses a multi-agent pipeline to scan projects, extract every file, function, class, and dependency, then builds a knowledge graph visualized with React Flow. Every node gets an LLM-generated plain-English explanation. Features include /understand-chat for architecture questions, /understand-diff for impact analysis, /understand-onboard for auto-generated guides, and a business logic mapping view. Incremental updates only re-analyze changed files.