skills.rest
apache
apacheOFFICIAL
Explore all skills by this author →
WebsiteGitHub

magpie-pr-management-stats

Generate GitHub PR backlog statistics with health ratings and prioritized actions.

79|76|Updated Apr 28, 2026
Search Tags:#GitHub#project health#PR management#PR statistics#maintenance dashboard
One-click install
npx skills add https://github.com/apache/magpie --skill magpie-pr-management-stats
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: magpie-pr-management-stats
Source: https://github.com/apache/magpie/tree/main/skills/pr-management-stats
Command: npx skills add https://github.com/apache/magpie --skill magpie-pr-management-stats

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the generation of maintenance statistics for a GitHub PR backlog, providing insights into health ratings, priority actions, and trends, thereby improving the efficiency of maintenance work.

Core Features & Use Cases

  • PR Statistics: Calculates a health rating, prioritized action recommendations, weekly closure velocity trends, area pressure ranking, and a triage funnel breakdown.
  • Maintainer Dashboard: Offers a comprehensive overview of the PR backlog, including detailed tables and visualizations.
  • Use Case: A maintainer can use this Skill to quickly assess the state of the PR queue, identify bottlenecks, and prioritize tasks. For example, if the Skill indicates a high pressure in a specific area, the maintainer can focus on resolving issues in that area to improve the overall health of the backlog.

Quick Start

Run the magpie-pr-management-stats skill with the default parameters to get an overview of the PR queue: magpie-pr-management-stats.

Frequently Asked Questions about magpie-pr-management-stats

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

FAQPage Schema
How do I get automated statistics for my GitHub PR backlog?▼

GitHub PR backlog statistics are automatically generated by running this skill with Python and GitHub API access. It calculates a health rating, prioritized actions, and weekly closure velocity trends to improve maintenance workflow.

What metrics are included in GitHub PR maintenance statistics?▼

GitHub PR maintenance statistics include a health rating, prioritized action recommendations, weekly closure velocity trends, area pressure rankings, and a triage funnel breakdown. These metrics help maintainers identify bottlenecks and prioritize tasks effectively.

Do I need Python to generate GitHub PR health ratings and maintenance dashboards?▼

Yes, you need Python to execute the PR statistics script and generate the maintenance dashboard. GitHub API access is also required to retrieve the PR backlog data for calculating health ratings and area pressure rankings.

What's the best way to identify bottlenecks and prioritize tasks in a GitHub PR queue?▼

The best way to identify PR queue bottlenecks is using automated statistics that provide area pressure rankings and prioritized actions. Maintainers can focus on resolving high-pressure areas to improve overall backlog health.

How does a maintainer dashboard help with GitHub project health monitoring?▼

A maintainer dashboard provides a comprehensive overview of the PR backlog with detailed tables and visualizations. It helps maintainers quickly assess the queue state, monitor project health, and prioritize tasks based on calculated metrics.

Related Skills

Explore More Software Engineering Skills→
musical-basicsmusical-basics

github-auth

Configure GitHub authentication using personal access tokens, SSH keys, or gh CLI login.

Community
Intermediate
PaulBader-impPaulBader-imp

agent-kleya

Aggregate external API and local log data to report system health and prioritized actions.

Community
Advanced
storyclaw-officialstoryclaw-official

github

Manage GitHub issues, pull requests, and CI/CD runs via the gh CLI.

Official
Intermediate
tygwantygwan
1

analytics-reporter

Visualize usage data from .codex/analytics/metrics.jsonl into charts and summaries.

Community
Intermediate