skill-scout
Skill4 starsChanged 8 days agoMITView on GitHub
Scout public agent-skill directories (ranked by installs) and propose new skills for the-grid, deduped against what is wired. Use when the user says "skill-scout", "find new skills" or "what skills should I add".
23 other projects use a version of this.
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
- renepf/claude-skillstheir own version, first seen Oct 25, 2026
- davidanthonyn/claude-skillstheir own version, first seen Oct 20, 2026
- Neverdecel/skill-scouttheir own version, first seen Oct 15, 2026
Used with
Projects with it also use context-budget.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
get-proofpilotSkillcontext-budget
Audits Claude Code context window consumption across agents, skills, MCP servers, and rules. Identifies bloat, redundant components, and produces prioritized token-savings recommendations.
Also in 3 projects that use this
Other versions23 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 23
- jvm-skills/jvm-skills★ 140same name
- Fmarzochi/EGC★ 61same name
- peterpme/skills★ 28same name
- jon-devlapaz/tink-skills★ 16same name
- gongyijie85/dsh-ecc★ 8same name
- Brain-ai-biz/skill-scout★ 7same name
- aaronflorey/agent-skills★ 2same name
- alihadidai365-ops/skill-scout★ 2same name
- DentalEdge-Solutions/claude_code★ 1same name
- InnovationMachineTeam/skills★ 1same name
13 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 repository15 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- cavemanSkill
- gh-issues-by-severitySkill
- grid-helpSkill
- grill-meSkill
- growth-psychSkill
- handoffSkill
- mine-learningsSkill
- openspec-helpSkill
- rubber-duckSkill
- setup-repo-skillsSkill
- spec-scoutSkill
- standupSkill
- tightenSkill
- un-claudishSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 22 edited versions we read keep these.
2
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
- Very specific: line 26
Read each skill's name: from its frontmatter.
- Distinctive: line 65
Keep the proposal short and skimmable.
- Distinctive: line 68
Read a section only when its condition applies.
“Common” is measured: kept by at least 6 in 10 of the 22 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
Find popular Claude skills the-grid doesn't have yet, and propose them — ranked
by install count. Propose only. Never add submodules or run wire.sh; the
user adds skills via the-grid's normal flow (git submodule add … && bash scripts/wire.sh).
How to run
- Gather candidates.
- Ranked web directories: WebFetch each listing page and pull the ranked rows
— skill name, popularity number (installs), and source
owner/repo. Normalise install counts ("1.8M" → 1_800_000) so they sort. - Local library submodules: read them straight off disk —
categories/*.mdfor awesome-list indexes, or grepSKILL.mdfrontmatter for real collections. These have no install count — keep them in a separate, unranked pile.
- Ranked web directories: WebFetch each listing page and pull the ranked rows
— skill name, popularity number (installs), and source
- Load what the-grid already has. From the repo root (
GRID_DIR, default the repo this skill lives in):- Root-level skills: top-level directories containing a
SKILL.md. - Submodule skills:
repos/*/**/SKILL.md(one or more skill dirs per submodule). - Read each skill's
name:from its frontmatter. Also note the source repo of each submodule (git config -f .gitmodulesor therepos/<name>path) so a match on either skill name or source repo counts as "already have it".
- Root-level skills: top-level directories containing a
- Dedupe. Drop any candidate whose skill name OR source repo the-grid already
carries. Matching is case-insensitive; compare on the bare skill name
(ignore
owner/prefixes) and on theowner/reposource. Rank and propose. Sort the ranked-directory survivors by install count, descending. Present the top ~15 as a table:
Skill Installs Source (owner/repo) Why it fits the-grid For "Why it fits", write one honest line covering fit for a developer workflow (dev workflow, debugging, git, planning, testing, infra/ops). If a candidate is a poor fit, say so plainly rather than inventing a reason — or omit it.
Then, separately, surface a handful of relevant picks from the local index (
repos/voltagent) grouped by category — no install column, since it isn't ranked. Flag that these are OpenClaw-ecosystem skills worth a manual look, not ranked recommendations.Hand off, don't act. End with the exact commands the user would run to add any they pick, but do not run them:
git submodule add <repo-url> repos/<name> git submodule update --init bash scripts/wire.sh
Notes
- "Based on installs" means the directory's own popularity ranking — we don't recompute it. If a source has no popularity signal, it doesn't belong here.
- Skills already in the-grid via a submodule (e.g.
repos/anthropic/skills/*,repos/gstack/*) must be deduped by source repo too — a popular skill fromvercel-labs/skillsis "new" only if that repo isn't already a submodule. - Keep the proposal short and skimmable. The user decides; this skill only scouts.
Sections
Read a section only when its condition applies; do not preload them.
- sections/sources.md: read when gathering candidates (step 1)
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.

