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.
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.
git clone --depth 1 https://github.com/apache/magpieWrote 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.
[](https://agentmods.dev/plugins/apache/magpie/magpie-mentoring)<a href="https://agentmods.dev/plugins/apache/magpie/magpie-mentoring"><img src="https://agentmods.dev/badge/plugins/apache/magpie/magpie-mentoring/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.
<a href="https://agentmods.dev/plugins/apache/magpie/magpie-mentoring"><img src="https://agentmods.dev/badge/plugins/apache/magpie/magpie-mentoring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
magpie-mentoring 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.
What it actually says
{
"name": "magpie-mentoring",
"description": "Apache Magpie \u2014 newcomer mentoring: welcome, newcomer-issue explanations, good-first-issue authoring + sweep.",
"version": "0.9.0.dev202610192305",
"author": {
"name": "Apache Magpie",
"url": "https://magpie.apache.org/"
},
"homepage": "https://magpie.apache.org/",
"repository": "https://github.com/apache/magpie",
"license": "Apache-2.0",
"skills": "./skills"
}
What it installs
The manifest is a name and a version. 4 skills travel with it, and installing the plugin installs all of them — 332 tokens a session between them. Each is measured on its own page, and each can be installed alone.
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 3b23b376a36e
- 4d ago Changed 1e117644d01e
- 6d ago Changed e7486f627189
- 9d ago Changed 4c6c9b42e750
- 10d ago Changed 77b9e6215795
- 11d ago Changed 59835141c6cb
- 13d ago Changed 5282596e2a85
- 24d ago Changed 45c5c5a02272
- 25d ago Changed 65444c6494fc
- 28d ago First seen · 14 lines scan A 2b06ca79bef6
magpie-mentoring is a plugin published in the GitHub repository apache/magpie (120 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 2026-08-30.
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