Open Issues
0
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Repository Health Dashboard
OSS First Mate
PRMate Analyze GitHub activity, summarize maintainer workload, rank priority issues, detect duplicates, generate release notes, and create weekly maintainer reports.
Demo presets
Stats Cards
Repository Health
The core signals maintainers scan first.
Health Score
0/100
Calculated from open issues and merged pull requests. It gives judges an instant "is this repo healthy?" moment.
LIVE
Merged PRs
0
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Contributors
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Commits
0
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AI Weekly Summary
Maintainer Brief
Gemini turns issues, PRs, and commits into a readable weekly report.
Generate a weekly summary after analyzing a repository.
Weekly Maintainer Report
Senior Maintainer Report
Generates a polished markdown report with health, wins, risks, contributors to watch, and recommended actions.
Generate a weekly maintainer report for a demo-ready executive summary.
Top Priority Issues
Highest Priority
Ranks open issues by impact, severity, and urgency.
Run the prioritizer to surface the top 5 maintainer issues.
Duplicate Issues
Near-Duplicate Detector
Finds duplicate-looking issue reports so maintainers can merge triage paths.
Run duplicate detection to compare issue titles semantically.
Generated Release Notes
Markdown Changelog
Uses merged PRs only and groups changes for release communication.
Generate release notes from merged pull requests.
Repository SQL Explorer
Coral Query Explorer
A demo-ready Coral SQL panel that proves AI + GitHub + Coral can live in one maintainer workflow.
Generated Coral Query
Powered by Coral SQL
Results
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Ask Repository
Repository Q&A
Ask anything about the fetched GitHub data. No RAG yet — just the current snapshot.
Why This Matters
Built for Maintainer Time
Hackathon demos land better when judges understand the pain in one screen.
Maintainers spend hours reviewing:
- • Issues and duplicate reports
- • Pull requests and release planning
- • Repository risks and contributor activity
PRMate automates these workflows.
It combines GitHub activity, Gemini reasoning, and Coral SQL to turn noisy repository data into actionable maintainer insights.