understand-anything

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

Use when you need a deep-dive explanation of a specific file, function, or module in the codebase

Launch the interactive web dashboard to visualize a codebase's knowledge graph

Use when you need to ask questions about a codebase or understand code using a knowledge graph

Use when you need to generate an onboarding guide for new team members joining a project

Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks

Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.

Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design tokens) with a kind:"design" dashboard.