An agentic skills framework & software development methodology that works.
Agent Skills pack for Claude Code and compatible agents
ClaudeSkills packages 13 reusable Agent Skills in the open `SKILL.md` format. Each skill is a folder of instructions, templates, scripts, examples, and acceptance checks that installs into a skills-capable client.
Builders who want to add reusable research, planning, writing, deck, and review workflows to Claude Code or other skills-compatible agents.
You can reuse the same working method across sessions instead of re-explaining the process every time.
What it does
Curated skill set
Ships 13 curated skills, including deep-research, product-manager, deck-studio, and security-audit.
Portable skill format
Uses the open `SKILL.md` format so the skills can move across compatible clients.
Install script
Provides `python3 scripts/install_skill.py` for listing, installing, forcing updates, and project-only installs.
Validation and routing checks
Includes `scripts/validate.py`, `scripts/run_routing_evals.py`, and contract tests to check the repo’s skill structure and routing rules.
Examples and artifacts
Includes example outputs, style libraries, and review artifacts for skills like deck-studio.
How to get it
- 1Install one and try it — deck-studio, for example
git clone --depth 1 https://github.com/staruhub/ClaudeSkills.git && cd ClaudeSkills python3 scripts/install_skill.py deck-studio
- 2Then just tell your agent
Use deck-studio to turn this quarterly review into an 8-slide consulting deck
- 3Run
git pull && python3 scripts/install_skill.py deck-studio --force # update rm -rf ~/.agents/skills/deck-studio # uninstall
README
ClaudeSkills
ClaudeSkills is a collection of Agent Skills: 13 skill packages written in the open SKILL.md format. Each skill packages the complete process for getting something done — steps, templates, scripts, examples, and acceptance checks are all files — and installs into any client that supports Agent Skills.
A prompt lets a model do something once, then dies with the conversation; a skill keeps the method around, so it can be reused, inspected, and improved.
Contents: Quick start · Skills · Verification · Install options · Contributing
Website · Release 1.0.1 notes · Security
Quick start
Install one and try it — deck-studio, for example:
git clone --depth 1 https://github.com/staruhub/ClaudeSkills.git && cd ClaudeSkills
python3 scripts/install_skill.py deck-studio
Then just tell your agent:
Use deck-studio to turn this quarterly review into an 8-slide consulting deck
Skills install to ~/.agents/skills/ by default, which most clients scan. For other ways to install, see Install options.
Skills
Four flagships:
| Skill | What it does |
|---|---|
deep-research | Research: scopes the question, gathers sources, registers each one, checks citations; hands back a report with references and limits |
product-manager | grill-me-to-doc: reads the repo first, asks one question per round, turns a vague idea into a product document. No code before the doc is approved; interruptions resume |
deck-studio | Decks: outline, per-page briefs, registered layouts, visual checks; delivers content or per-slide visuals |
wechat-article-writer | WeChat articles: copy, image prompts, layout HTML — solo or as a pipeline. Never publishes for you |
Nine professional skills:
Show them
| Skill | What it does |
|---|---|
pair-programming | Writes code with structured self-review aimed at common AI-code defects |
security-audit | Reviews code and dependencies for security issues |
solution-architect | System design, tech selection, architecture review |
threejs-performance | Diagnoses and tunes Three.js performance |
mineru-pdf-parser | Turns PDFs into Markdown or JSON with a local MinerU install |
ai-sales-champion | Explains technical capability as business value a customer understands |
keqian-method | A single-agent, SDD, quality-gated product development method |
xuefeng-method | An open-behavior, model-driven AI-native product method |
c-drive-cleaner | Windows C-drive cleanup, dry-run by default |
Experimental ones (exam prep, weather reports, podcast generation, and friends) live in lab/. They don't count toward the curated set and skip the same checks.
Verification
Everything checkable is a script — run them yourself:
python3 scripts/validate.py # structure checks for the 13 curated skills
python3 scripts/run_routing_evals.py # 91 routing cases
python3 tests/task_b/run_contract_tests.py # 17 contract cases across the four flagships
You can also inspect the artifacts directly. deck-studio keeps its generators, rendered pages, rubrics, and review notes in the repo. Four of the 17 styles:
Examples: Constructivist · Moshiro consulting report · Yinghuang bootcamp proposal · Polar Night AI Native
Self-test scores: the Constructivist example scored 7.1/10 on the repo's own rubric; a position-swapped three-judge comparison came out 42.3 to 29.7. The process and data are in the repo — rerun them yourself.
What each check proves, and what it doesn't
| Check | Proves | Doesn't prove |
|---|---|---|
run_contract_tests.py | 17 fixed cases covering the success, resume, and failure paths of all four flagships; Deck additionally runs real Chrome rendering and PPTX assembly | Output quality on a different model, real image generation, actual WeChat publishing |
validate.py | Directory structure of the 13 curated skills matches the repo contract | Real-business E2E for every skill |
run_routing_evals.py | Schema, target, uniqueness, and conflict checks pass for 91 routing cases across 10 skills | Routing accuracy when a real model runs it |
| Python / Node compile checks | The repo's 13 Python files and 7 JavaScript files all parse | Network, external tools, production availability |
Full record in verification/2026-07-31/README.md.
Install options
Show them
python3 scripts/install_skill.py --list # list all short names
python3 scripts/install_skill.py deep-research # install any skill
python3 scripts/install_skill.py deep-research --project # current project only
python3 scripts/install_skill.py deep-research --client claude-code # Claude Code's directory
cp -r skills/Geek-skills-deep-research ~/.agents/skills/deep-research # manual copy; the directory name is the skill name
git pull && python3 scripts/install_skill.py deck-studio --force # update
rm -rf ~/.agents/skills/deck-studio # uninstall
FAQ:
- Installed but not found: check whether your client scans
.agents/skills/; if not, use its native directory. - No automatic trigger: name the skill in your request. Triggers vary by client — some match natural language, others want slash commands.
- Re-install after
git pull— installed skills are copies.
Contributing
Found a bug or built something with a skill? Open an issue with redacted input, output, and repro steps. To add a skill, read CONTRIBUTING.md: new work starts in lab/ and graduates after passing the checks.
If it saved you time, leave a star. The WeChat promo image and ready-to-send copy are in assets/social/ — take them.
Security
What each skill reads, whether it touches the network, runs commands, or handles credentials — per skill in SECURITY.md.
License
Files in the repo
- .github
- assets
- lab
- llm-wiki
- scripts
- skills
- tests
- verification
- website
- .gitignore
- AGENTS.md
- CHANGELOG.md
- CONTRIBUTING.md
- design-qa.md
- LICENSE
- README.md
- README.zh-CN.md
- SECURITY.md
- VERSION
Discussion (0)
Ask about usage, or say what you built with itSign in to join the discussion.
No comments yet. Be the first to say what this is good for.
More skills

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Topic in, narrated explainer video out. A Claude Code / Codex skill that turns any topic into a black-canvas motion-graphics explainer video with TTS voiceover, subtitles and a chapter progress bar. Chinese or English; every frame drawn in code with Remotion.
Public repository for Agent Skills
Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity…)

Production-grade engineering skills for AI coding agents.