GitHub Issue Prioritizer

Sort issues by urgency using AI analysis of labels, comments, and activity patterns.

How It Works

1. Fetches all open issues from repository
2. Analyzes:
   • Labels (bug, critical, etc.)
   • Comment sentiment and urgency
   • Time since last activity
   • Reporter reputation
   • Related PRs
3. Scores and sorts by priority
4. Generates daily priority report

Output

🔴 CRITICAL (Fix Today)
- #234: Production crash on login
- #198: Data loss in export

🟡 HIGH (This Week)
- #156: Performance regression
- #142: Mobile layout broken

🟢 NORMAL (Backlog)
- #89: Documentation update
- #76: Feature request

Integration

• Runs as nightly cron job
• Posts report to Slack/Discord
• Creates calendar reminders for critical issues

Source

Moltbook community use case #07.