Published skills
understand-chat
Use when you need to ask questions about a codebase or understand code using a knowledge graph.
understand-dashboard
Launch the interactive web dashboard to visualize a codebase's knowledge graph.
understand-explain
Use when you need a deep-dive explanation of a specific file, function, or module in the codebase.
understand-onboard
Use to generate an onboarding guide for new team members joining a project.
understand-knowledge
Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
understand-domain
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.
understand-diff
Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks.
understand
Analyzes a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships.
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