A collection of agent skills for maintaining open-source software projects. The skills are found automatically in a project's ./skills folder.

It helps with tasks involved in running and maintaining open-source projects, using skills stored in the repository.

It gives an agent project-maintenance procedures without requiring each skill to be configured manually.

magpie — Plugin for Gemini CLI by apache

About the project

Apache Magpie is a framework of agent-assisted workflows for maintaining Apache software projects, including issue triage, pull-request review, contributor mentoring, and security-report handling. Apache maintainers and developers use it to delegate repetitive project work to coding agents while retaining human review. Its catalogue entries are the skills, instructions, plugin, and settings that implement these workflows.

apache/magpie · 118 stars · on GitHub · magpie.apache.org

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/apache/magpie

Made for: Gemini CLI.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/plugins/apache/magpie/gemini-extension/github.svg)](https://agentmods.dev/plugins/apache/magpie/gemini-extension)

Your own site

<a href="https://agentmods.dev/plugins/apache/magpie/gemini-extension"><img src="https://agentmods.dev/badge/plugins/apache/magpie/gemini-extension/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/plugins/apache/magpie/gemini-extension"><img src="https://agentmods.dev/badge/plugins/apache/magpie/gemini-extension.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

magpie scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

gemini-extension.json · 7 lines

What it actually says

{
  "name": "magpie",
  "version": "0.9.0.dev202610140816",
  "description": "Apache Magpie — agentic skills for maintaining open-source projects. Skills are auto-discovered from ./skills.",
  "contextFileName": "GEMINI.md"
}

Files

What ships with it

60 files beside gemini-extension.json in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

yesterday Changed e7933aa7bc29
4d ago Changed cff1a06c3606
5d ago Changed aff2697d17a9
6d ago Changed be9737f23c6d
8d ago Changed 3135baef1e75
19d ago Changed 2350b7b17c53
20d ago Changed 6afe0f8be218
23d ago Changed 649fcd66d70b
24d ago Changed a37de2cd80ce
25d ago First seen · 7 lines scan A 1e0eeeb7c148

Subscribe to this mod's changes

magpie is a plugin published in the GitHub repository apache/magpie (118 stars, last pushed today), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-08.

Building agents CVE Claude Code Security agent-skills apache automation

contrastapi

47 security research tools over remote MCP — CVE + EPSS/KEV, MITRE CWE catalog + KEV detail, domain audit + DNS/SSL/WHOIS/subdomain enum + WAF detect, IP threat intel + cloud/Tor/FireHOL classification, IOC enrichment (ThreatFox/Feodo/URLhaus), email/phone/username OSINT, code security checks, MITRE ATLAS AI/ML attack.

UPinar/contrastapi · not measured

magpie

Getting it into your agent

Wrote this? Show the measurements

Grade A, and why

Nothing flagged

What it actually says

What ships with it

What this file has done since we first saw it

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