# understand-knowledge

> Claude/Codex skill by [@egonex-ai](https://omgskills.com/library/egonex-ai/index.md) · 87k stars · Updated 2026-10-12

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.

Tags: antigravity-skills, business-knowledge, claude-code, claude-skills, codebase-analysis, codex, codex-skills, developer-tools-ai-agent, gemini-cli-skills, karpathy-llm-wiki, knowledge-base, knowledge-graph, memory, opencode-skills, pi-agent, understandcode, vibe-coding

## Install

```sh
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.

## Links

- HTML page: https://omgskills.com/skills/egonex-ai/understand-anything/understand-knowledge/
- GitHub: https://github.com/Egonex-AI/Understand-Anything
- Author: [@egonex-ai](https://omgskills.com/library/egonex-ai/index.md)

## More from this repo

- [understand](https://omgskills.com/skills/egonex-ai/understand-anything/understand/index.md) — Used to analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and...
   - [@egonex-ai](https://omgskills.com/library/egonex-ai/index.md) · 88k stars
- [understand-chat](https://omgskills.com/skills/egonex-ai/understand-anything/understand-chat/index.md) — Used when you need to ask questions about a codebase or understand code using a knowledge graph
   - [@egonex-ai](https://omgskills.com/library/egonex-ai/index.md) · 87k stars
- [understand-dashboard](https://omgskills.com/skills/egonex-ai/understand-anything/understand-dashboard/index.md) — Launch the interactive web dashboard to visualize a codebase's knowledge graph
   - [@egonex-ai](https://omgskills.com/library/egonex-ai/index.md) · 87k stars