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AI-powered open source companion
Find your next open source contribution.
Discover beginner-friendly issues, match them with your skills, and get an AI-powered plan to make your first contribution.
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How it works
From lurking to merged in three steps.
AI matches issues
Your skills are compared against good-first-issues to surface the ones you can actually finish.
Ship your PR
Get a step-by-step contribution plan — setup, files to touch, and a review-ready checklist.
Features
Everything you need to contribute with confidence.
Smart issue ranking
Every issue scored on difficulty, scope and maintainer responsiveness.
Maintainer signals
See how fast PRs get merged before you invest an evening in a repo.
Skill fit score
Match issues to the languages and frameworks you already know.
Guided first PR
A generated plan with local setup, key files and commit strategy.
GitHub native
Connect once and track every issue you claimed across repositories.
Context summaries
Long issue threads distilled into what actually needs to be built.
Your first contribution is one repo away.
Connect GitHub and let the AI keep a curated queue of issues waiting for you.