PRMate (OSS First Mate)

PRMate turns GitHub repository activity into actionable maintainer insights using Gemini, Coral SQL, and the GitHub API.

Problem

Open-source maintainers spend significant time:

• triaging issues

• reviewing pull requests

• detecting duplicate reports

• generating release notes

• identifying project risks

• understanding recent repository activity

That work is valuable, but it is repetitive and often slows down maintainers who should be focused on decisions.

Solution

PRMate analyzes repository activity and generates a maintainer-ready dashboard:

• health score

• weekly maintainer report

• AI issue prioritization

• duplicate issue detection

• AI release notes

• repository Q&A

• Coral SQL repository explorer

The goal is simple: turn noisy repository data into clear next actions.

Features

• Repository Health Score — combines open issues and merged PRs into a fast 0–100 signal.

• AI Weekly Summary — summarizes themes, risks, priorities, and suggested actions.

• Weekly Maintainer Report — generates a markdown report with health, wins, risks, contributors to watch, and recommended actions.

• AI Issue Prioritization — ranks top issues by impact, severity, and urgency.

• Duplicate Issue Detection — finds duplicate or near-duplicate issue reports.

• AI Release Notes — generates grouped release notes from merged PRs.

• Ask Repository — asks questions against the fetched GitHub activity snapshot.

• Coral Repository Explorer — runs SQL through Coral against GitHub-backed data.

• Demo Repository Presets — one-click analysis for Next.js, React, Vite, and TypeScript.
  

Tech Stack

• Next.js

• React

• Gemini

• Coral

• GitHub API

• Tailwind CSS