magpie-pairing-multi-agent-review

Review source code for correctness, security, and conventions across three passes.

79|76|Updated Apr 28, 2026
One-click install
npx skills add https://github.com/apache/magpie --skill magpie-pairing-multi-agent-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: magpie-pairing-multi-agent-review
Source: https://github.com/apache/magpie/tree/main/skills/pairing-multi-agent-review
Command: npx skills add https://github.com/apache/magpie --skill magpie-pairing-multi-agent-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the need for thorough code reviews by conducting three independent review passes focusing on correctness, security, and conventions, providing a consolidated report to the developer.

Core Features & Use Cases

  • Multi-axis Review: Independently reviews code for correctness, security, and conventions.
  • Consolidated Report: Merges findings from all three passes into a single structured report.
  • Use Case: When a developer needs a high-confidence code review before opening a pull request, this Skill can be used to ensure all aspects of the code are thoroughly examined.

Quick Start

Run the magpie-pairing-multi-agent-review skill to initiate a multi-axis code review.

Frequently Asked Questions about magpie-pairing-multi-agent-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is a multi-axis code review and how does it work?

A multi-axis code review evaluates source code across independent dimensions like correctness, security, and conventions. It works by performing separate review passes for each axis and merging the findings into a single consolidated report.

How do I conduct a comprehensive code review for correctness, security, and conventions?

You can conduct a comprehensive code review by running a multi-axis review Skill that executes three independent passes focused on correctness, security, and conventions, then generates a consolidated report based on the findings.

Does automated code review require local git state and project configuration?

Yes, automated multi-axis code review requires local git state and project configuration to provide the necessary context for accurately evaluating correctness, security, and conventions during the review passes.

When should I use a multi-pass code review before opening a pull request?

Use a multi-pass code review before opening a pull request when you need high-confidence that all aspects of your source code are thoroughly examined for correctness, security, and convention adherence.

What is the best way to automate security and convention checks in source code?

The best way to automate security and convention checks is using a multi-axis review tool that runs independent passes for each concern, ensuring thorough examination and generating a structured consolidated report of findings.