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Maintainer Skills Lab

Maintainer Skills Lab

Level up your agentic workflows with 17 specialized skills for Codex, Claude Code, Cursor, OpenCode, and Grok Bot.

Stars Forks License

Quick Start • The Skills • Supported Clients • Prompt Gallery


🌟 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.
Demo Animation

🚀 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 →

Workflow Animation

💖 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.

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

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

Contribute

See the contributor guide, suggest a workflow, report a bug, or propose a token or latency optimization. You can also browse help-wanted and good first issues.

📄 License

MIT. This is an independent community project.