First PR Concierge – AI that matches your GitHub skills to open source issues
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Generative AI
I built this after watching friends give up on open source because the "good first issue" filter still returns 100+ intimidating issues with no context. You paste your GitHub URL → it analyses your repos and languages → matches you to real good-first issues from popular repos → and for any issue you click, Gemini generates a 3-step roadmap: where to look, what to change, and how to test. There's also an encouragement engine that writes you a personalised pep talk before you submit your PR - sounds silly, but it actually helps.