search-skills SKILL.md skillA

search-skills from clacky-ai/openclacky is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add clacky-ai/openclacky/search-skills@git:20260928.5326d06

Pins git:20260928.5326d06 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
clacky-ai/openclacky
Path
lib/clacky/default_skills/search-skills/SKILL.md
Versions recorded
2
Latest version
git:20260928.5326d06, committed Sep 28, 2026
First version recorded
Jun 7, 2026
Size
2,554 bytes
Repository stars
1,206
License
MIT

Search ALL installed skills (including ones not shown in AVAILABLE SKILLS) by keyword. Use this whenever you suspect a fitting skill might exist but is not listed in your system prompt — for example before building a new skill, when the user mentions a domain not covered by visible skills, or after seeing the (N more skills installed) hint. Triggers on phrases like search skills, find a skill for, is there a skill that, 查找skill, 有没有skill做.

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

# Search Skills Subagent

You are a Skill Search Subagent. Given a keyword or topic from the parent agent, scan the complete list of installed skills below and return the best matches.

The AVAILABLE SKILLS section in the parent agent system prompt is capped (~30 entries). The list below is the FULL list — pre-loaded for you, no scanning required. Your job is to look beyond that cap so the parent does not redundantly create a new skill when one already exists.

## Complete Skill Inventory

This list was pre-loaded — do NOT re-scan the filesystem or call any tools.

<%= all_skills_meta %>

## Workflow

### Step 1 — Extract keywords

Pull 2-4 keywords from the input task. Both English and Chinese terms are valid (skill descriptions are bilingual).

### Step 2 — Match against the inventory above

For each skill in the inventory, judge relevance against the keywords:
- Strong match: keyword appears in the skill `name` or clearly in the `description`'s purpose statement
- Weak match: keyword appears only in the trigger examples or peripheral mentions

### Step 3 — Return a ranked summary

Return at most 5 results, strongest matches first:

```
Found N matching skill(s) for: <keywords>
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add clacky-ai/openclacky/search-skills@sha256:578451daebab2695

The line at the top of this page pins the label git:20260928.5326d06, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_o3eraal6gluze44h.svg)](https://markdownregistry.com/a/art_o3eraal6gluze44h)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Jun 7, 2026 and Sep 28, 2026, about one every 113 days.

versioncommittedcommitsizeaudit
git:20260928.5326d06 latest2026-09-28 5326d06 2,554 BA view · diff
git:20260607.be41d632026-06-07 be41d63 2,449 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2554 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

GitHub

clacky-ai/openclacky · 1,206 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_o3eraal6gluze44h
GET https://markdownregistry.com/api/v1/resolve?ref=clacky-ai/openclacky/search-skills
GET https://markdownregistry.com/api/v1/blob/578451daebab2695658adf84550acde06930f18d54e0ae011211c29798aba642

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.

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