maintainer-skills-lab

<div align="center"> <img src="assets/hero.svg" alt="Maintainer Skills Lab" width="80%"> <h1>Maintainer Skills Lab</h1> <p><b>Level up your agentic workflows with 17 specialized skills for Codex, Claude Code, Cursor, OpenCode, and Grok Bot.</b></p> <p> <a href="https://github.com/00200200/maintainer-skills-lab/stargazers"><img src="https://img.shields.io/github/stars/00200200/maintainer-skills-lab?style=flat&color=bced85&label=stars" alt="Stars"></a> <a href="https://github.com/00200200/maintainer-skills-lab/network/members"><img src="https://img.shields.io/github/forks/00200200/maintainer-skills-lab?style=flat&color=83d2e9" alt="Forks"></a> <a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-bced85" alt="License"></a> </p> <p> <a href="#quick-start"><b>Quick Start</b></a> • <a href="#the-skills"><b>The Skills</b></a> • <a href="providers/README.md"><b>Supported Clients</b></a> • <a href="docs/task-gallery.md"><b>Prompt Gallery</b></a> </p> </div>

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🌟 Why Maintainer Skills Lab?

Write better documentation, debug faster, and code smarter. We provide a single Markdown source for powerful agent workflows, auto-generated for your favorite AI clients.

• Write like a pro: Humanize stiff drafts while preserving facts and code.
• Fix bugs with evidence: Reproduce bugs and verify fixes locally.
• Debug ML like magic: Diagnose PyTorch, Lightning, and TensorFlow issues instantly.
• Review with confidence: Get actionable insights on PRs and dependency updates.
• Write once, run anywhere: edit one source → sync → native files for each client.

<div align="center"> <!-- Placeholder for a compelling asciinema recording or GIF --> <img src="https://via.placeholder.com/800x450.png?text=✨+Watch+Maintainer+Skills+Lab+in+Action+(GIF/Asciinema)" alt="Demo Animation"> </div>

🚀 Quick Start

Get started in seconds! Install a specific skill or the entire library.

1. Claude Code

/plugin marketplace add 00200200/maintainer-skills-lab
/plugin install mkl-humanize@maintainer-skills-lab

2. Cursor, OpenCode, or Codex

Install globally with the Skills CLI (Requires Node.js 22+):

npx skills@1.5.26 add 00200200/maintainer-skills-lab --skill mkl-humanize --agent claude-code --copy

(Replace --agent claude-code with cursor, opencode, or codex)

3. Python Setup

Want everything at once? Use our Python installer:

git clone https://github.com/00200200/maintainer-skills-lab.git
cd maintainer-skills-lab
python3 tools/kit.py install --target claude --project /path/to/your/repo

🛠️ The Skills Library

Choose from 17 specialized skills and 6 agent profiles tailored for maintainers.

| Skill | What it does | |:---|:---| | 🤖 Humanize | Rewrite stiff drafts naturally without losing facts. | | 🐛 Reproduce & Fix | Get a verifiable bug reproduction and fix validation. | | 🔬 Debug ML | Root out NaNs, shape errors, and convergence issues. | | 🔍 Review PR | Catch subtle logic errors before you merge. | | 📖 Write README | Auto-generate clear, concise READMEs from your code. |

Browse all 17 skills and 6 agents →

<div align="center"> <!-- Placeholder for workflow animation --> <img src="https://via.placeholder.com/800x250.png?text=🔄+One+Source,+Five+Clients+(Workflow+Animation)" alt="Workflow Animation"> </div>

💖 Support the Project

If these skills save you time, please star the repository on GitHub! ⭐ Your support helps us build more tools for the open-source community.

<details> <summary><b>Development & Testing</b></summary>

# Sync generated skill files
python3 tools/kit.py sync

# Run tests
python3 -m unittest discover -s tests -v

</details>

📄 License

MIT. This is an independent community project.