{"slug":"apache-magpie","name":"Magpie","description":"A reusable framework for Apache projects to automate agent-assisted maintainership, triage, and drafting of fixes with human review.","long_description":"<!-- START doctoc generated TOC please keep comment here to allow auto update -->\n<!-- DON'T EDIT THIS SECTION, INSTEAD RE-RUN doctoc TO UPDATE -->\n**Table of Contents**  *generated with [DocToc](https://github.com/thlorenz/doctoc)*\n\n- [Apache Magpie](#apache-magpie)\n  - [How adoption works](#how-adoption-works)\n  - [Adopting the framework](#adopting-the-framework)\n    - [1. Bootstrap (copy-pasteable shell)](#1-bootstrap-copy-pasteable-shell)\n    - [2. Skill takeover](#2-skill-takeover)\n    - [Subsequent contributors](#subsequent-contributors)\n    - [Drift detection](#drift-detection)\n  - [Skill families](#skill-families)\n  - [Maintenance](#maintenance)\n  - [Cross-references](#cross-references)\n\n<!-- END doctoc generated TOC please keep comment here to allow auto update -->\n\n<!-- SPDX-License-Identifier: Apache-2.0\n     https://www.apache.org/legal/release-policy.html -->\n\n# Apache Magpie\n\nA reusable, project-agnostic framework for ASF-project automation.\nCurrently in development for ASF projects + Python Core team\nfriendlies. **Not** a public marketplace skill — adoption is by\ninvitation while the framework is pre-release; once we ship via\nthe [ASF release policy](https://www.apache.org/legal/release-policy.html),\nthe marketplace path opens up. See\n[release-distribution](https://infra.apache.org/release-distribution.html)\nfor the canonical distribution mechanism we will adopt.\n\n> [!IMPORTANT]\n> The motivation, scope, and design commitments behind this work\n> live in [`MISSION.md`](MISSION.md) — the **draft** project-\n> establishment proposal for an Apache Top-Level Project built on\n> this framework. Read that for the *why*; this README is the\n> *how* once you've decided to adopt.\n\n## How adoption works\n\nThe framework uses a **snapshot + agentic-override** adoption\nmodel. An adopter project commits a single skill —\n[`setup`](skills/setup/SKILL.md) —\ninto their repo. That skill manages everything else:\n\n1. **Snapshot.** `setup` downloads the framework into\n   a **git","tagline":"Agent-assisted maintainership and development framework for Apache projects — Triage and Drafting (agent-authored fixes with human review); Mentoring, Pairing (developer-side dev-cycle), and Auto-merge on the roadmap.","category":"development","tags":["agent-assisted","automation","triage","drafting","mentoring"],"author":"apache","verified":false,"attribution":{"status":"community_indexed","statusLabel":"Community indexed","shortLabel":"COMMUNITY INDEXED","sourceLabel":"OpenAgentSkill auto-indexer","sourceDetail":"apache/magpie","creatorName":"apache","creatorUrl":"https://github.com/apache","sourceUrl":"https://github.com/apache/magpie","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/apache-magpie#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. 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