find-skills SKILL.md skillA

find-skills from zhongkaifu/tensorsharp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

mdr add zhongkaifu/tensorsharp/find-skills@git:20261015.4c83789

Pins git:20261015.4c83789 in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 17 of 17 checks passed

Kind

SKILL.md skill

Repository

zhongkaifu/tensorsharp

Path

TensorAgent/skills/find-skills/SKILL.md

Versions recorded

1

Latest version

git:20261015.4c83789, committed Oct 15, 2026

Size

4,127 bytes

Repository stars

598

License

BSD-3-Clause

Find, inspect and install skills for a requested task. Use when the user asks for a skill or wants new capabilities. Requires the Network switch.

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

Help the user discover a relevant skill, understand its requirements, and use it to
complete their task. Adapted from Vercel's [find-skills workflow](https://github.com/vercel-labs/skills/tree/13e4063a1cf913f5606d57d42ab83a86f5001e04/skills/find-skills).
The upstream MIT license is in LICENSE.txt.

## Search and assess

1. Identify the task and its domain from the user's request. Check `skills_list`
   first when an installed skill may already do the work.
2. Call `skills_search(query="specific task keywords")`. Add `owner` only when the
   user named a publisher or the results warrant narrowing the search. If nothing
   matches, try one useful synonym. Avoid repeated searches with the same query.
3. Inspect a relevant result with `skills_inspect(package="owner/repo@skill")`.
   Use the exact package returned by search. Read its manifest, bundled file list,
   compatibility information and immutable revision before recommending it.
   Popularity and publisher identity are context, not proof of quality or runtime
   support. Do not invent install counts, repository stars or a successful test.
…

Read the whole file at its exact version.

How to install

mdr add zhongkaifu/tensorsharp/find-skills@sha256:bd4085e197c2c107

[![mdr](https://markdownregistry.com/badge/art_tjkocgyoj4gmaqhz.svg)](https://markdownregistry.com/a/art_tjkocgyoj4gmaqhz)

Versions

The registry has recorded 1 version of this file, committed on Oct 15, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_tjkocgyoj4gmaqhz
GET https://markdownregistry.com/api/v1/resolve?ref=zhongkaifu/tensorsharp/find-skills
GET https://markdownregistry.com/api/v1/blob/bd4085e197c2c107850b553008307bd29969190b57f3ba537f9da75abbc86686

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.

More from zhongkaifu/tensorsharp

Every file in zhongkaifu/tensorsharp

Other files named find-skills

Browse by kind, by grade A, or by owner.