Use when you need to ask questions about a codebase or understand code using a knowledge graph
Launch the interactive web dashboard to visualize a codebase's knowledge graph
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.
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
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.
Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
Use when you need to generate an onboarding guide for new team members joining a project
Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships