Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
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Learning & Documentation · Communication & Collaboration · Design & Media
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9 agent skills — instructions the agent loads on demand. 9 of 9 are free. Median context cost 6.1k tokens.
Use when you need to ask questions about a codebase or understand code using a knowledge graph
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Launch the interactive web dashboard to visualize a codebase's knowledge graph
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Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
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Extract business domain knowledge from a codebase and generate an interactive domain flow graph.
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Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
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Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component…
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Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit…
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Use when you need to generate an onboarding guide for new team members joining a project
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The rest either hold an API key issued by the publisher or ask for nothing.
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