Documentation

Magpie is a collection of AI agent skills for open-source maintainers. Use it to prepare reviews, triage reports, and move work forward with your judgment at every step.

Install Magpie

What would you like help with?

Security reports

Assess, coordinate, fix, and disclose.

Pull requests

Triage the queue and prepare reviews.

Issues

Reproduce bugs and find the next step.

Releases

Work through the ASF release lifecycle.

Security reportsAssess, coordinate, fix, and disclose.Pull requestsTriage the queue and prepare reviews.IssuesReproduce bugs and find the next step.ReleasesWork through the ASF release lifecycle.

Repository health Mentoring Contributor growth Pairing Tools & adapters Extending Magpie

Understand the foundations

Before handing work to an agent, get to know the boundaries.

The maintainer stays in controlHow Magpie approaches approval and responsibility.Set up a safe workspaceIsolation, permissions, and the action guard.Decide where your data can goApproved models and privacy-aware routing.See how it fits togetherSkills, capabilities, tools, and your project.

New to working with agents?

The education guides start with the basics. Begin here