SKILL.md
/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.