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Matcher lab

Choose a PDF or DOCX, click Parse CV, or paste CV JSON from cv-match.json, *-pipeline-result.json, or resume shape — plus a job description. Uses the same deterministic scorer as batch calibration.

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Bullet scoring lab

API: https://us-central1-resume-tailor-ai-auth.cloudfunctions.net/parseResumeEndpoint, https://us-central1-resume-tailor-ai-auth.cloudfunctions.net/matchJobDescriptionEndpoint — start Functions + Firestore emulators (pnpm --filter @resume-ai/functions run serve) before running. Skill evidence is saved under users/<id>/resumes/… — view in emulator UI.

Gap examples are generated by LLM after each match (default: Llama). Ollama must be running on port 11434.

No file yet — click Parse CV, choose a Saved CV, or Choose PDF / DOCX
CV JSON
Job description

Story bank

Everything under this user — gap answers plus CV quotes from all resumes. Near-duplicates are collapsed in the UI.