understand-knowledge

1# /understand-knowledge
2 
3Analyzes 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.
4 
5## What It Detects
6 
7The **Karpathy LLM wiki pattern** (see https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f):
8- **Raw sources** — immutable source documents (articles, papers, data files)
9- **Wiki** — LLM-generated markdown files with wikilinks (`[[target]]` syntax)
10- **Schema** — CLAUDE.md, AGENTS.md, or similar configuration file
11- **index.md** — content catalog organized by categories
12- **log.md** — chronological operation log
13 
14Detection signals: has `index.md` + multiple `.md` files with wikilinks. May have `raw/` directory and schema file.
15 
16## Instructions
17 
18### Phase 1: DETECT
19 
201. Determine the target directory:
21   - If the user provided a path argument, use that
22   - Otherwise, use the current working directory
23   - **Resolve the data directory `$UA_DIR`** once, and reuse it for every read and write below: `UA_DIR="<TARGET_DIR>/$([ -d "<TARGET_DIR>/.understand-anything" ] && echo .understand-anything || echo .ua)"` — this selects the legacy `.understand-anything/` when it already exists, otherwise the new `.ua/`.
24 
252. Run the format detection script bundled with this skill:
26   ```
27   python3 "<SKILL_DIR>/parse-knowledge-base.py" "<TARGET_DIR>"
28   ```
29…