steffenstein
Built at Gemini 3 Singapore Hackathon · Mar 7, 2026
# Repo Rescue — Hackathon Description ## What it does Repo Rescue uses Gemini to find the unsung heroes in any GitHub repository. You enter a repo, and an AI agent automatically scans for critical bugs, security vulnerabilities, and incidents — then traces who fixed them, how fast they responded, and how often they worked late nights to keep the project alive. The result is a ranked leaderboard of "firefighters" with scored hero cards. ## The problem Open source maintainers burn out. Contributors who quietly fix the hardest bugs — patching CVEs at midnight, triaging crashes on weekends — rarely get recognized. There's no easy way to see who actually keeps a project running. GitHub shows commits and PRs, but not who consistently shows up when things are on fire.