Skip to Main Content

# 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.

Team

steffen

Placement

Participant

More from Gemini 3 Singapore Hackathon

Agent Taste Profiling as a Service!! - **DefaultTaste** is a platform that reveals the hidden aesthetic preferences of AI agents. - It works by probing an…

www.loom.com/…

Problem: Singapore has bad pedestrians and ever worse drivers. Solution: Krashless is an agentic urban prototyping engine for transport authorities like LTA…

Krashless project preview

Most housing decisions today are made from flat brochures and static floor plans — documents that can't communicate perspective, sunlight loss, or how…

seakkx project preview

Please Pass: AI-powered Singapore building code compliance checking inside Autodesk Revit. Architects spend 265-580 person-hours per project manually…

Please Pass project preview

Deploying robots in real-world indoor spaces is fundamentally constrained by two problems: environments are unknown ahead of time, and robot morphologies…

RPG - Robotic Planning with Gemini project preview

An open-source interactive television application designed to transform passive screen time into an active educational experience. By seamlessly blending…

PLQHeroes project preview