magpie-pr-management-quick-merge

Identify and rank trivial GitHub pull requests for fast manual review.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill streamlines the process of identifying and merging trivial pull requests with high confidence, reducing the time spent on manual review.

Core Features & Use Cases

  • Identifies Trivial PRs: Automatically identifies pull requests that are trivial, low-risk, and pass all quality gates.
  • Ranks Candidates: Ranks candidates based on diff summaries and all-gates-green attestations.
  • Merge Command Generation: Generates the exact gh pr merge command for the maintainer to use.
  • Optional Approve Action: Optionally submits an Approve review for trivial PRs without approvals.
  • Use Case: Use this Skill to quickly merge easy pull requests, clearing the queue for more complex reviews.

Quick Start

Run the pr-management-quick-merge skill with the default parameters to automatically identify and present quick-merge candidates for approval.

Frequently Asked Questions about magpie-pr-management-quick-merge

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

FAQPage Schema
How do I quickly identify and merge trivial pull requests in GitHub?

To quickly merge trivial pull requests, this Skill ranks candidates using diff summaries and all-gates-green attestations, then generates the exact `gh pr merge` command needed for manual review and execution.

What is the best way to triage low-risk pull requests for fast merging?

The best way to triage low-risk pull requests is to automatically identify and rank them based on diff summaries and quality gate checks, ensuring only trivial, high-confidence candidates are presented for quick merging.

Do I need branch protection to use automated pull request merging?

Yes, you need branch protection enabled in your GitHub repository. The Skill requires branch protection and uses the GitHub API to retrieve data and perform local checks against configured thresholds before merging.

Can I automatically approve GitHub pull requests that have no reviews?

Yes, you can optionally submit an Approve review for trivial pull requests that lack approvals. The Skill identifies these candidates and can automatically approve them before generating the merge command.

How does the pull request merge command generation work for trivial PRs?

The merge command generation works by analyzing pull request data through the GitHub API, checking against configured thresholds, and producing the exact `gh pr merge` command for the maintainer to execute locally.

What are the limitations of using automated triage for pull request merging?

The limitation is that it only identifies trivial, low-risk pull requests passing all quality gates. Complex PRs still require manual review, and the repository must have branch protection configured for the checks to function properly.