Understand anything. Understand anyone.
EgonexAI builds skills that help an AI agent map and explain software projects, from producing interactive knowledge graphs of a codebase's architecture and components to explaining individual files and functions in depth. Their skills also extract business domain flows from code, analyze git diffs and pull requests for changed components and risks, and generate onboarding guides for new team members. A notable thread across the catalog is the use of knowledge graphs, including support for Karpathy-pattern LLM wiki knowledge bases with entity extraction and topic clustering.
Understand Anything
9 skills · 91,097 stars · MIT
Understand Analyze a codebase to produce an interactive knowledge graph for understanding architecture, comp…
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 Diff Use when you need to analyze git diffs or pull requests to understand what changed, affected comp…
Understand Domain Extract business domain knowledge from a codebase and generate an interactive domain flow graph.
Understand Explain Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
Understand Figma Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (p…
Understand Knowledge Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph wi…
Understand Onboard Use when you need to generate an onboarding guide for new team members joining a project