Job-fit scorecard

Paste a job description and get a structured fit verdict: an overall score plus a per-requirement breakdown, each grounded in cited evidence from a real RAG pipeline. Gaps are shown honestly.

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Runs a two-stage retrieval and scoring pipeline against Sergii's career corpus, so a verdict can take a few seconds.