Geek Skills
13 curated Claude Code skills that ship finished work — decks, research briefs, PRDs, articles, audits.
End-to-end workflows tested like software, not prompt snippets.
Type this —
/deck-studio Turn this quarterly review into a consulting-style deck
— and get a full deck back. Page one of a real run, scored 7.1/10 by an independent blind judge (7.0 = professional design-studio line):
What will you ship today?
| I need to… | Skill | You get |
|---|---|---|
| Research a decision properly | 🔬 deep-research (v8.1) |
A cited decision brief — scoped plan → parallel investigation → verified citations |
| Write or review a PRD | 📋 product-manager |
A PRD your developers can start from, with checkable acceptance bars |
| Present or pitch | 🎞️ deck-studio (v3) |
A rendered deck: 17-style library, registered layouts, 22-rule visual gate |
| Publish a Chinese long-form article | ✍️ wechat-article-writer |
A publishable article with a built-in anti-translationese pass |
Each is an end-to-end workflow, not a single prompt. All skills ↓
🚀 Install in 30 seconds
git clone https://github.com/staruhub/ClaudeSkills.git && cd ClaudeSkills
python3 scripts/install_skill.py deck-studio # -> ~/.claude/skills/deck-studio, then run /deck-studio
python3 scripts/install_skill.py --list # see installable names
python3 scripts/install_skill.py deep-research # any skill by short name
python3 scripts/install_skill.py deep-research --project # -> ./.claude/skills/ (project-level)
Manual: the installed directory name is the slash command, so copy and rename:
cp -r skills/Geek-skills-deep-research ~/.claude/skills/deep-research
Copy without renaming → the command becomes /Geek-skills-deep-research. Claude also auto-loads a skill when its description matches; /command is just the explicit way in.
Update / uninstall:
git pull && python3 scripts/install_skill.py deck-studio --force # update (installed skills are copies)
rm -rf ~/.claude/skills/deck-studio # uninstall
- Installed, but
/deck-studiodoesn't appear — the slash command comes from the installed directory name. If you copied manually without renaming, your command is/Geek-skills-deck-studio. Re-install with the script, or rename the directory. - The skill doesn't trigger automatically — auto-loading matches the skill's
descriptionagainst your request, so phrasing matters. The/commandform always works. - Do I need to re-install after
git pull? — yes: installed skills are copies. Re-runpython3 scripts/install_skill.py <name> --force.
📈 Quality you can re-run, not adjectives
Deck quality is scored by independent blind judges on an absolute rubric (10 = design studio, 7 = pro agency) — not by me. The trajectory on the same rubric across four release rounds: 6.0 → 6.6 → 6.6 → 7.1, first past the studio line. In a 3-judge, position-swapped blind eval, the current pipeline beat the previous one 42.3 vs 29.7 — a 42% margin, consistent across swapped positions (method & scores).
Every example directory ships the full generator, rendered pages, and the defects the judges caught: constructivist (7.1) · moshiro (3-judge eval) · yinghuang · polar-night
🧪 Maintained like software
- Skill Quality Standard v1.0 — every skill passes a D0 gate and carries checkable acceptance criteria, explicit boundaries (when not to use, with hand-offs), and pitfall tables drawn from real failures.
- Routing evals — 85 cases across 10 skills (
skills/*/evals/routing-evals.json) proving each skill triggers when it should and defers when it shouldn't. - CI on every push — two L1 gates (structure + routing-eval consistency) plus a script compile check. Reproduce locally:
python3 scripts/validate.py && python3 scripts/run_routing_evals.py. - Know what you install — SECURITY.md gives a per-skill capability matrix (reads / writes / network / shells out / credentials / can delete). 9 of the 13 curated skills ship zero code; exactly one can delete files, and it defaults to dry-run.
⚠️ Quality gates are a self-audit by Claude, not third-party certification — the commands above let you re-run them yourself. Full refactor record: CHANGELOG.md.
📚 All Skills
Flagship — the four end-to-end workflows above: deck-studio · deep-research · product-manager · wechat-article-writer
| Skill | Description |
|---|---|
pair-programming |
Pair-programming partner: delivers code with a structured self-review, focused on AI-specific defects |
security-audit |
Comprehensive code security audit |
solution-architect |
System design, tech selection, and architecture review |
threejs-performance |
Three.js performance optimization |
mineru-pdf-parser |
PDF to Markdown or JSON for LLM workflows (requires a local MinerU install) |
ai-sales-champion |
AI sales/consulting dialogue helper — turn tech into business language |
keqian-method |
Keqian's AI-Native product dev methodology: single-agent, SDD, quality gates |
xuefeng-method |
Xuefeng's AI-Native methodology for open-behavior, model-driven products |
c-drive-cleaner |
Windows C drive cleanup and disk space management (dry-run by default) |
Lab — experimental and personal skills (exam prep, weather reports, image/podcast generation, A-share analysis) live in lab/. They are not part of the curated set, are excluded from the quality gates above, and may graduate into skills/ or move out of this repo.
| Skill | Notes |
|---|---|
llm-wiki |
Codebase wiki builder, based on Karpathy's LLM Wiki pattern; kept in its original upstream layout at repo root |
🤝 Community
Found a bug, or built something with a skill? Open an issue. Want to contribute a skill or a fix? Start with CONTRIBUTING.md — new skills incubate in lab/ and graduate into the curated set by passing the quality gates. If a skill saved you an afternoon, a ⭐ helps other people find it.