Run the same agent instructions across seven AI coding tools
You can execute task instructions written for Claude Code directly in Codex or Cursor. This repository acts as an intermediary, converting agents, skills, and commands managed in a single Markdown file into the format each tool understands. This eliminates the need to rewrite configurations every time you switch tools.
Components within 94 plugins
The repository contains 94 plugins, which include 202 agents, 185 skills, and 105 commands. All components are managed in a single Markdown file and are automatically converted into the format required by each tool. Claude Code reads the original files directly, while Codex and Cursor use the generated artifacts. This removes the need for developers to write separate code for each tool.
Installation paths and differences by tool
Installation methods vary depending on the tool you use. Claude Code and Cursor install directly through the plugin marketplace. OpenCode, Antigravity CLI, GitHub Copilot, and Pi require cloning the repository and running the make command to generate artifacts. Codex CLI allows you to choose between the native marketplace or generated artifacts. Since each tool supports different features and permission scopes, it is recommended to check the specific tool's configuration documentation before use.
Key plugins and usage examples
You can select plugins tailored to specific tasks such as Python development, JavaScript/TypeScript project setup, code review, and security scanning. For example, installing the python-development plugin allows you to execute tasks like creating FastAPI services or writing tests via commands. If you only need individual skills, you can use the gh skill or npx skills commands to select and install specific skills. This is useful when you want to utilize specific features in a lightweight environment without the full plugin structure.
Quality validation and experimental evaluation features
The repository includes validation tools to check the consistency of plugin structures and generated files. You can perform basic checks using the make validate command. There is also an experimental feature called plugin-eval that scores skill quality, but it is based on model calls and does not guarantee success in real projects. Using this feature requires an ANTHROPIC_API_KEY or Claude Code login information, and API costs may be incurred.
Items to check before use
While this repository follows the MIT license, two externally sourced plugins have their own respective licenses. To use OpenCode, Antigravity, Copilot, or Pi, you must have Python 3.12 or higher and uv installed. For Pi, a separate subagent extension is required to use agent features. The external memory integration feature called Pensyve is only available for self-hosting because its cloud service has been discontinued. It is safer to verify tool version compatibility and potential API costs before installing.