Connect your GitHub, discover projects matched to your skill level, find the perfect issues, and dramatically accelerate your workflow.
Most developers want to contribute, but the experience is overwhelming, unstructured, and directionless.
Finding beginner-friendly issues in large repos is frustrating and time-consuming.
Contributions feel invisible. Large codebases are difficult to navigate without clear insight.
Without guidance, contributors jump between projects with no clear path forward.
Sign in with your GitHub account. We analyze your repos and activity to understand your skill level.
AI surfaces the best issues for your skill level — no more scrolling through thousands of repos.
Our RAG pipeline analyzes issues, calculates their exact difficulty, and points out the key files you need to look at.
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