Discover, compare, install or update agent skills when the user explicitly seeks skills or asks to extend their skill collection. Use for skill-discovery requests, not ordinary how-to or implementation questions.
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
# Find Skills
Find the smallest useful addition to the user’s existing skills. A search result
is a lead; inspect its source and overlap before recommending it.
## Discover and compare
1. Read the installed catalog and the canonical skills checkout from
`~/.local/state/agent-env/environment.json`. Check whether an existing skill
already covers the request, including explicit-only skills and plugins.
2. Start with official maintainers, relevant practitioners and the user’s trusted
authors. Matt Pocock (`mattpocock/skills`) and David Zhang (`dzhng/skills`) are
trusted regardless of star count. Use the user’s
[AI Skills list](https://app.notion.com/p/transitive-bs/AI-Skills-3c1edb27f12480c1b076e637a6b156e5)
when accessible. Search [skills.sh](https://skills.sh/) or use
`npx skills find <query> --owner <owner>` for discovery when useful.
3. Inspect the actual skill and its linked resources. Verify author track record,
recency, license, dependencies, invocation scope and whether it adds a new job
or duplicates an installed skill. Adoption counts are context, not a quality
threshold; cite primary sources for the claims behind the recommendation.
…
The line at the top of this page pins the label git:20261011.ef64499, 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.
GET https://markdownregistry.com/api/v1/artifacts/art_iaa77ugqx73kr72a
GET https://markdownregistry.com/api/v1/resolve?ref=transitive-bullshit/skills/find-skills
GET https://markdownregistry.com/api/v1/blob/a3270609ae4921e9ec80b4f4183773d8b405c4b80aada78221527f52fc2ea727
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.
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