job_fit
Compare a job description against a CV and produce:
- a fit score (share of the JD's key skills the CV covers),
- matched and missing skills (the gaps to address),
- a short tailored cover letter draft.
How it works
- Detects known technical skills mentioned in the JD and the CV.
- Offline: deterministic keyword matching + a templated cover letter.
- With an LLM: a nuanced fit analysis and a natural cover letter.
Guidance for the model
- Be honest about gaps; do not claim skills the CV lacks.
- Keep the cover letter concise, specific, and grounded in matched skills.