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.

skills.sh installs: 2.2K
GitHub stars: 61
last updated: Jul 14, 2026

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Install

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

Installs into .claude/skills of the current project.

Files

Understand Anything — Codebase Knowledge Graph

Skill by ara.so — Daily 2026 Skills collection.

Understand Anything is a Claude Code plugin that runs a multi-agent pipeline over your project, builds a knowledge graph of every file, function, class, and dependency, and opens an interactive React dashboard for visual exploration. It produces plain-English summaries of every node so anyone — developer, PM, or designer — can understand the codebase.

Installation

Via Claude Code plugin marketplace

/plugin marketplace add Lum1104/Understand-Anything
/plugin install understand-anything

From source (development)

git clone https://github.com/Lum1104/Understand-Anything
cd Understand-Anything
pnpm install
pnpm --filter @understand-anything/core build
pnpm --filter @understand-anything/skill build
pnpm --filter @understand-anything/dashboard build