General OAT Skills

A curated collection of skills for Claude Code, organized as a plugin using the Agent Skills open standard.

Install

As a Plugin (Recommended)

From inside Claude Code, first add the marketplace:

/plugin marketplace add Open-Agent-Tools/General-OAT-Skills

Then install at the level you need:

Everything — all 10 skills:

/plugin install general-oat-skills@general-oat-skills

Bundles — thematic groups:

/plugin install general-oat-skills@oat-core       # check, cleanup, test, load, publish-python, publish-rust
/plugin install general-oat-skills@oat-quality     # qa, teach-me
/plugin install general-oat-skills@oat-agents      # scaffold, run-adk-evals

Individual skills — pick exactly what you need:

/plugin install general-oat-skills@oat-check
/plugin install general-oat-skills@oat-cleanup
/plugin install general-oat-skills@oat-test
/plugin install general-oat-skills@oat-load
/plugin install general-oat-skills@oat-publish-python
/plugin install general-oat-skills@oat-publish-rust
/plugin install general-oat-skills@oat-qa
/plugin install general-oat-skills@oat-scaffold
/plugin install general-oat-skills@oat-teach-me
/plugin install general-oat-skills@oat-run-adk-evals

Manual

Clone and symlink into your project:

git clone https://github.com/Open-Agent-Tools/General-OAT-Skills.git
ln -s "$(pwd)/General-OAT-Skills/skills" /path/to/your-project/.claude/skills

Or copy individual skill directories into .claude/skills/ (project-level) or ~/.claude/skills/ (global).

Skills

Core Dev Workflow

Skill	Description
/check	Quick project health check — git status, recent commits, GitHub Actions, package build
/cleanup	Full code quality pipeline — ruff, mypy, pytest — with validation loops
/test	Run pytest suite with coverage reporting and auto-fix on failures
/load [directory]	Load all markdown files from a directory into context
/publish-python <version>	Python release — cleanup, version bump, uv build, GitHub release
/publish-rust <bump>	Rust crate/workspace release — verify gates, version bump, signed tag, CI or direct crates.io publish

Quality & Learning

Skill	Description
/qa [focus]	Multi-agent QA audit — code quality, architecture, security, tests, CI/CD, docs
/teach-me <topic> [flags]	Interactive lesson-based teaching with web research, quizzes, and difficulty levels

AI Agent Development

Skill	Description
/scaffold <template> [name]	Create a new project from 18 templates with full setup
/run-adk-evals <folder>	Run Google ADK evaluations with detailed results and rate limiting

Scaffold Templates

General Purpose python-lib python-cli python-web python-data node-lib node-web rust-lib go-cli

AI Agent Frameworks python-langchain python-adk python-crewai python-autogen python-swarm python-phidata python-llama-index python-haystack python-semantic-kernel python-agency-swarm

Skill Behaviors

• Side-effect protection — cleanup, publish-python, publish-rust, scaffold, and qa have disable-model-invocation: true, so Claude won't auto-trigger them. They must be explicitly invoked.
• Context isolation — load and check run in forked context (context: fork) to avoid polluting your main conversation.
• Argument hints — Skills that accept parameters show usage hints in autocomplete.

Project Structure

General-OAT-Skills/
├── .claude-plugin/
│   ├── marketplace.json      # all install targets (full, bundles, individual)
│   └── plugin.json
├── skills/                   # canonical skill definitions
│   ├── check/SKILL.md
│   ├── cleanup/SKILL.md
│   ├── load/SKILL.md
│   ├── publish-python/SKILL.md
│   ├── publish-rust/SKILL.md
│   ├── qa/SKILL.md
│   ├── run-adk-evals/SKILL.md
│   ├── teach-me/SKILL.md
│   ├── test/SKILL.md
│   └── scaffold/
│       ├── SKILL.md
│       └── templates/        # 18 project templates
├── skills-core/              # bundle: symlinks → check, cleanup, test, load, publish-python, publish-rust
├── skills-quality/           # bundle: symlinks → qa, teach-me
├── skills-agents/            # bundle: symlinks → scaffold, run-adk-evals
├── CODE_OF_CONDUCT.txt
├── CONTRIBUTING.txt
├── LICENSE
└── SECURITY.txt

Contributing

See CONTRIBUTING.txt for full guidelines.

To add a new skill:

1. Create skills/<skill-name>/SKILL.md with YAML frontmatter (name, description, allowed-tools)
2. Test locally by symlinking the repo's skills/ directory into a project
3. Submit a pull request

License

Apache License 2.0 — see LICENSE.