magpie-pairing

A review aid that pairs a code change with either a structured self-review or an adversarial review by several agents.

In plain words
What is it for?
Reviewing code changes through a checklist-style self-review or coordinating several agents to look for opposing concerns.
Why use it?
It adds a repeatable check for missed problems and lets multiple reviewers challenge a change before it is accepted.

Plugin for Claude Code

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.

Claude Code
/plugin marketplace add apache/magpie
agentmods
npx agentmods add plugins/apache/magpie/magpie-pairing
Clone the repo
git clone --depth 1 https://github.com/apache/magpie

Made for: Claude Code.

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. Scan, not verified.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

magpie-pairing 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 2d ago.

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.

plugins/magpie-pairing/.claude-plugin/plugin.json · 14 lines

What it actually says

{
  "name": "magpie-pairing",
  "description": "Apache Magpie \u2014 pair a change with a structured self-review or a multi-agent adversarial review.",
  "version": "0.2.0.dev0",
  "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"
}
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.

  1. 2d ago First seen · 14 lines scan A 6f2c95d3b2e7

Subscribe to this mod's changes

magpie-pairing is a plugin published in the GitHub repository apache/magpie (84 stars, last pushed 2d ago), 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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