understand-knowledge SKILL.md skillA
understand-knowledge from egonex-ai/understand-anything is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add egonex-ai/understand-anything/understand-knowledge@git:20260710.fb7e345Pins git:20260710.fb7e345 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- egonex-ai/understand-anything
- Path
understand-anything-plugin/skills/understand-knowledge/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260710.fb7e345, committed Jul 10, 2026
- First version recorded
- Apr 12, 2026
- Size
- 6,191 bytes
- Repository stars
- 87,696
- License
- MIT
Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# /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. ## Instructions ### Phase 1: DETECT 1. Determine the target directory: - If the user provided a path argument, use that - Otherwise, use the current working directory …
Read the whole file at its exact version.
How to install
mdr add egonex-ai/understand-anything/understand-knowledge@sha256:e2b225a82d0fc59aThe line at the top of this page pins the label git:20260710.fb7e345, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_dnvsl7tvzxnwjpnt)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Apr 12, 2026 and Jul 10, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260710.fb7e345 latest | 2026-07-10 | fb7e345 | 6,191 B | A | view · diff |
| git:20260708.db92777 | 2026-07-08 | db92777 | 5,946 B | A | view · diff |
| git:20260703.859335f | 2026-07-03 | 859335f | 5,458 B | A | view · diff |
| git:20260412.2fc85e6 | 2026-04-12 | 2fc85e6 | 5,456 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6191 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
egonex-ai/understand-anything · 87,696 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dnvsl7tvzxnwjpnt GET https://markdownregistry.com/api/v1/resolve?ref=egonex-ai/understand-anything/understand-knowledge GET https://markdownregistry.com/api/v1/blob/e2b225a82d0fc59a83b8391afe17d1ff7f84acb831d2cf716f0ab583ba09c010
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.