understand-knowledge
Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
Install
With your agent
Install OMGSkills skill "egonex-ai/understand-anything:understand-knowledge" into this agent's normal skills directory: call the OMGSkills MCP get_install_plan tool for your agent and run the script it returns (it installs only the pinned commit and verifies SKILL.md), and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.
Manual command
git clone https://github.com/Egonex-AI/Understand-Anything /tmp/Understand-Anything && ln -s /tmp/Understand-Anything/understand-anything-plugin/skills/understand-knowledge ~/.claude/skills/understand-knowledge
From README
/understand-knowledge Analyzes a Karpathy-pattern LLM wiki — a three-layer knowledge base with raw sources, wiki markdown, and a schema file — and produces an interactive knowledge graph dashboard. What It Detects The Karpathy LLM wiki pattern (see https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f): Raw sources — immutable source documents (articles, papers, data files) Wiki — LLM-generated markdown files with wikilinks ([[target]] syntax) Schema — CLAUDE.md, AGENTS.md, or similar configuration file index.md — content catalog organized by categories log.md — chronological operation log Detection signals: has index.md + multiple .md files with wikilinks. May have raw/ directory and schema file.
More from this repo
understand
Used to analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and...
understand-chat
Used 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
