agentleFS
renepfrenepf/claude-skills/skill-scout/SKILL.md

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

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
  1. Distinctive:

    Use this skill before creating a new skill.

    line 10
  2. Distinctive:

    If the user explicitly says to skip search or create from scratch, acknowledge that and proceed with the requested creation workflow.

    line 25
  3. Distinctive:

    Search installed and marketplace skill names first.

    line 41
  4. Distinctive:

    Use available GitHub and web search tools.

    line 57
  5. Distinctive:

    Before recommending any external skill for adoption or forking:

    line 74
  6. Very specific:

    Read the SKILL.md frontmatter and instructions.

    line 76
  7. Distinctive:

    Look for unexpected shell commands, file writes, network calls, credential handling, or package installs.

    line 77
  8. Distinctive:

    Check whether the repository appears maintained.

    line 79
  9. Distinctive:

    Prefer copying into a fresh local branch and reviewing the diff over editing marketplace originals.

    line 80
  10. Distinctive:

    Only create a new skill after the user chooses that path or after the search finds no close match.

    line 105
  11. Distinctive:

    Do not jump directly to new skill creation when a search is reasonable.

    line 131
  12. Distinctive:

    Do not install external skills without reading them first.

    line 132
  13. Distinctive:

    Do not present a long unranked list of weak matches.

    line 133
  14. Distinctive:

    Do not treat web-only mentions as trusted sources.

    line 134
  15. Distinctive:

    Do not edit installed marketplace originals in place.

    line 135

“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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

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/null

Step 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 10

For web search, use at most three targeted queries such as:

"claude code skill" keyword
"SKILL.md" keyword
"everything-claude-code" keyword

Step 4 - Vet External Matches

Before recommending any external skill for adoption or forking:

  • Read the SKILL.md frontmatter 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:

  1. Exact keyword match in the skill name.
  2. Keyword or synonym match in description.
  3. Local installed or marketplace source.
  4. Maintained GitHub source with recent activity.
  5. Web-only mention.

Cap the final list at 10 results.

Step 6 - Present Decision Options

Give the user a short table:

OptionMeaning
Use existingInvoke or install a matching skill as-is.
Fork or extendCopy the closest skill and modify it.
Create freshBuild 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.

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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.