Smart Matches

AI-Powered Open Source Matches

Analyzes your GitHub repos, tech stack, and resume. Recommends open-source repos per tech domain — with personalized reasons based on your actual projects. Click any repo card to browse beginner issues instantly.

Your Profile

Default

Uses your connected GitHub repos, tech stack, skills, and uploaded resume from your account.

Test with Any Profile

Dev Mode

Paste any GitHub profile URL to test recommendations with a different developer's history.

Ready to Find Your Matches

Click Find My Matches to get repos personalized to you, or paste any GitHub URL in the dev tester.

✓ GitHub Repos

✓ Tech Stack

✓ Resume Skills

✓ OSS History

✓ Experience Level