trac3r00trac3r00/agent-skills/skills/skill-picker/SKILL.md

skill-picker

Skill0 starsChanged 3 months agoMITView on GitHub

Finds the right skills for your workload from the catalogue. Queries catalogue.json (generated from the actual skills/ directory, never hand-maintained) by persona, family, keyword, or tag, and outputs matching skills with install commands. Use it to answer "what should I install for X" without reading every SKILL.md.

3 other projects use a version of this.

Adopted by

Most recently taken up by

nyxandro/skill-picker-skilltheir own version, first seen Nov 8, 2026
Glaicer/skill-pickertheir own version, first seen Aug 23, 2026
qhuang20/skill-pickertheir own version, first seen Apr 6, 2026

Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
qhuang20/skill-picker★ 3same name
nyxandro/skill-picker-skill★ 1same name
Glaicer/skill-picker★ 0same name
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 repository69 other files it gives its agents.
- AGENTS.mdAGENTS.md
- skills/AGENTS.mdAGENTS.md
- skills/ultimate-browsing/engine/AGENTS.mdAGENTS.md
- 3d-designSkill
- algorithmic-artSkill
- api-testerSkill
- apple-suiteSkill
- appshotSkill
- astra-initSkill
- blindspotSkill
- changelog-genSkill
- claim-auditSkill
- code-reviewSkill
- comment-checkerSkill
- context-budgetSkill
- cron-auditSkill
- css-pro-tipsSkill
- designSkill
- diff-reviewSkill
- doc-readerSkill
- domain-modelingSkill
- env-gateSkill
- ext-scaffoldSkill
- gate-graphSkill
- gh-address-commentsSkill
- gh-fix-ciSkill
- git-masterSkill
- graph-toolsSkill
- grillingSkill
- herdrSkill
- image-genSkill
- json-diffSkill
- linus-levelSkill
- log-analyzerSkill
- log-deviationSkill
- lsp-setupSkill
- merge-quizSkill
- nbj-write-clearlySkill
- net-probeSkill
- open-loopsSkill
- portfolio-auditSkill
- pro-reviewSkill
- proxmox-veSkill
- remove-ai-slopsSkill
- repo-auditSkill
- resume-auditSkill
- sec-headersSkill
- secret-gateSkill
- seo-auditSkill
- session-finderSkill
- session-handoffSkill
- session-rulesSkill
- skill-auditSkill
- skill-creatorSkill
- skill-decaySkill
- skill-optimizerSkill
- skill-syncSkill
- social-researchSkill
- subscription-auditSkill
- sys-healthSkill
- The first 60 shown.

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Files

SKILL.md

Skill Picker

43 skills is a lot. You don't need all of them — you need the ones that match your workload. This answers "what should I install" in one command.

Commands

python3 scripts/skill_picker.py                        # browse all, by family
python3 scripts/skill_picker.py --persona backend      # skills for a workload
python3 scripts/skill_picker.py --family security      # skills in a family
python3 scripts/skill_picker.py --search "token"       # keyword search
python3 scripts/skill_picker.py --tag security         # skills with a tag
python3 scripts/skill_picker.py --install backend      # copy-paste install cmds

Personas

coding, frontend, backend, devops, agentic, design, verification, career, finance, macos, research, qa

Catalogue

catalogue.json at the repo root is generated from the actual skills/ directory by generate_catalogue.py — never hand-edited. Run generate_catalogue.py --check in CI to catch stale catalogues.

Workflow

skill_picker.py --persona backend → see what matches your work
skill_picker.py --install backend → get the copy-paste commands
Run them, done.

Pairs with

skill-sync (after installing, unify everything into one directory), skill-decay (periodic check: which installed skills are you actually using).

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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.

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