Building an LLM-Powered GitHub Profile Scorer: Deterministic Metrics First, Model Second

A GitHub profile is a pile of unstructured signals: repositories, READMEs, commit rhythm, a bio. Reviewers skim it for a few minutes and form an opinion that varies by reviewer and by day. I built Dev