skill-scout
Skill0 starsChanged 4 months agoMITView on GitHub
Search existing local, marketplace, GitHub, and web skill sources before creating a new skill. Use when the user wants to create, build, fork, or find a skill for a workflow.
23 other projects use a version of this, 4 of them edited.
Adopted by
Most recently taken up by
- peterpme/skillstheir own version, first seen Nov 8, 2026
- DentalEdge-Solutions/claude_codetheir own version, first seen Nov 1, 2026
- Design-of-Man/claude-skillstheir own version, first seen Oct 30, 2026
- davidanthonyn/claude-skillsedited, first seen Oct 20, 2026
- oneafrikan/the-gridtheir own version, first seen Oct 20, 2026
- Neverdecel/skill-scouttheir own version, first seen Oct 15, 2026
Other versions23 projects use a version of this.
Word for word · 2
- gongyijie85/dsh-ecc★ 8100% same
- SkotAlexsander/skills★ 1100% same
Edited · 4
- Fmarzochi/EGC★ 6194% same
- SamuelNDCE/claude-super-skill-library★ 199% same
- YogirajA/Claude-Skills★ 197% same
- davidanthonyn/claude-skills★ 099% same
Wrote their own version · 17
- jvm-skills/jvm-skills★ 140same name
- peterpme/skills★ 28same name
- jon-devlapaz/tink-skills★ 16same name
- Brain-ai-biz/skill-scout★ 7same name
- oneafrikan/the-grid★ 4same name
- aaronflorey/agent-skills★ 2same name
- alihadidai365-ops/skill-scout★ 2same name
- DentalEdge-Solutions/claude_code★ 1same name
- InnovationMachineTeam/skills★ 1same name
- Ming00777/skill-scout★ 1same name
7 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository270 other files it gives its agents.
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- The first 60 shown.
The file
Show its rules and text
We split this skill into the rules it gives an agent
15 rules. 0 are common, 14 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 20 edited versions we read keep these.
14
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Use this skill before creating a new skill.
- Distinctive: line 25
If the user explicitly says to skip search or create from scratch, acknowledge that and proceed with the requested creation workflow.
- Distinctive: line 41
Search installed and marketplace skill names first.
- Distinctive: line 57
Use available GitHub and web search tools.
- Distinctive: line 74
Before recommending any external skill for adoption or forking:
- Very specific: line 76
Read the SKILL.md frontmatter and instructions.
- Distinctive: line 77
Look for unexpected shell commands, file writes, network calls, credential handling, or package installs.
- Distinctive: line 79
Check whether the repository appears maintained.
- Distinctive: line 80
Prefer copying into a fresh local branch and reviewing the diff over editing marketplace originals.
- Distinctive: line 105
Only create a new skill after the user chooses that path or after the search finds no close match.
- Distinctive: line 131
Do not jump directly to new skill creation when a search is reasonable.
- Distinctive: line 132
Do not install external skills without reading them first.
- Distinctive: line 133
Do not present a long unranked list of weak matches.
- Distinctive: line 134
Do not treat web-only mentions as trusted sources.
- Distinctive: line 135
Do not edit installed marketplace originals in place.
“Common” is measured: kept by at least 6 in 10 of the 20 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Skill Scout
Use this skill before creating a new skill. The goal is to avoid duplicating existing community or marketplace work, while still vetting anything external before adoption.
Source: salvaged from stale community PR #1232 by redminwang.
When to Use
- The user says "create a skill", "build a skill", "make a skill", or "new skill".
- The user asks "is there a skill for X?" or "does a skill exist that does Y?"
- The user describes a workflow and you are about to suggest creating a new skill.
- The user wants to fork or extend an existing skill.
If the user explicitly says to skip search or create from scratch, acknowledge that and proceed with the requested creation workflow.
How It Works
Step 1 - Capture Intent
Extract:
- The task the skill should perform.
- The trigger conditions for using it.
- The domain, tools, frameworks, or data sources involved.
- Three to five search keywords plus useful synonyms.
Step 2 - Search Local Sources
Search installed and marketplace skill names first. Local sources are preferred because they are already part of the user's environment.
find ~/.claude/skills -maxdepth 2 -name SKILL.md 2>/dev/null | grep -iE "keyword|synonym"
find ~/.claude/plugins/marketplaces -path '*/skills/*/SKILL.md' 2>/dev/null | grep -iE "keyword|synonym"Then search frontmatter descriptions:
grep -RilE "keyword|synonym" ~/.claude/skills ~/.claude/plugins/marketplaces 2>/dev/nullStep 3 - Search Remote Sources
Use available GitHub and web search tools. Prefer concise queries:
gh search repos "claude code skill keyword" --limit 10 --sort stars
gh search code "name: keyword" --filename SKILL.md --limit 10For web search, use at most three targeted queries such as:
"claude code skill" keyword
"SKILL.md" keyword
"everything-claude-code" keywordStep 4 - Vet External Matches
Before recommending any external skill for adoption or forking:
- Read the
SKILL.mdfrontmatter and instructions. - Look for unexpected shell commands, file writes, network calls, credential handling, or package installs.
- Check whether the repository appears maintained.
- Prefer copying into a fresh local branch and reviewing the diff over editing marketplace originals.
Step 5 - Rank Results
Rank candidates by:
- Exact keyword match in the skill name.
- Keyword or synonym match in description.
- Local installed or marketplace source.
- Maintained GitHub source with recent activity.
- Web-only mention.
Cap the final list at 10 results.
Step 6 - Present Decision Options
Give the user a short table:
| Option | Meaning |
| Use existing | Invoke or install a matching skill as-is. |
| Fork or extend | Copy the closest skill and modify it. |
| Create fresh | Build a new skill after confirming no close match exists. |
Only create a new skill after the user chooses that path or after the search finds no close match.
Examples
Result Table
| # | Skill | Source | Why it matches | Gap |
| --- | --- | --- | --- | --- |
| 1 | article-writing | Local ECC | Drafts articles and guides | Not focused on release notes |
| 2 | content-engine | Local ECC | Multi-format content workflow | Heavier than needed |
| 3 | blog-writer | GitHub | Blog writing skill with recent commits | Needs security review |User-Facing Summary
I found two close local matches and one external candidate. The closest fit is
`article-writing`; it covers drafting and revision, but it does not include the
release-note checklist you asked for. I can either use it as-is, fork it into a
release-note variant, or create a fresh skill.Anti-Patterns
- Do not jump directly to new skill creation when a search is reasonable.
- Do not install external skills without reading them first.
- Do not present a long unranked list of weak matches.
- Do not treat web-only mentions as trusted sources.
- Do not edit installed marketplace originals in place.
Related
search-first- General search-before-building workflow.skill-stocktake- Audit installed skills for health, duplicates, and gaps.agent-sort- Categorize and organize existing agents and skills.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

