fork-contributor-leaderboard

Aggregate forks, upstream PRs, reviews, and fork activity into a ranked weekly leaderboard.

Updated Jun 3, 2026

Search Tags:#automation #github #pull-requests #reviews #forks #leaderboard #contributors

Ready to run

npx skills add https://github.com/swarm-ai-research/aeon --skill fork-contributor-leaderboard-swarm-ai-research

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: fork-contributor-leaderboard
Source: https://github.com/swarm-ai-research/aeon/tree/main/skills/fork-contributor-leaderboard
Command: npx skills add https://github.com/swarm-ai-research/aeon --skill fork-contributor-leaderboard-swarm-ai-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Fork projects often diverge with little visibility into who is actively contributing or how contributions are moving upstream. This leads to missed recognition and slow outreach to top contributors.

Core Features & Use Cases

Weekly leaderboard generation across active forks, upstream PRs, and review activity, surfacing who is driving upstream changes.
Contributor scoring & movement narratives that highlight first-time contributors, most-merged PRs, top reviewers, and those introducing new skills.
Public artifact & outreach readiness with a shareable article and a concise notification summary for team channels.

Quick Start

Run the skill to generate the weekly Fork Contributor Leaderboard for the target repository using public forks and upstream activity.

Frequently Asked Questions about fork-contributor-leaderboard

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

FAQPage Schema

How do I track GitHub fork contributors and upstream pull requests?▼

A GitHub fork contributor leaderboard ranks active fork owners by aggregating upstream pull requests, review comments, and unique fork commits. This Skill generates a weekly markdown article highlighting top contributors, first-time submitters, and movement narratives.

Can I generate a weekly contributor leaderboard for active repository forks?▼

Yes, you can generate a weekly contributor leaderboard by targeting all active forks pushed within the last 30 days. The Skill analyzes fork-owned commits, detects new skills added by fork owners, and produces a shareable markdown article with structured metrics.

How does fork activity scoring work for upstream pull requests?▼

Fork activity scoring aggregates upstream pull requests, review comments, and unique fork commits into a unified ranking. It highlights top reviewers, most-merged PRs, and first-time contributors while filtering out automated bot activity.

Does the leaderboard filter out bots when ranking GitHub contributors?▼

Yes, the leaderboard enforces bot filtering and safety checks when ranking GitHub contributors. This ensures the weekly contributor scoring and movement narratives reflect genuine human activity from active forks pushed within the last 30 days.

What is the best way to recognize top reviewers across divergent GitHub forks?▼

The best way to recognize top reviewers across divergent GitHub forks is to compute a weekly leaderboard aggregating upstream PRs and review activity. This surfaces top reviewers, first-time contributors, and those introducing new skills in a shareable notification summary.