# Job Fit

> Score how well a CV matches a job description and draft a tailored cover letter.

- Skill: `ninadnj/job-fit` (Agent Skill, multi-file: 4 files)
- Install (CLI): `npx skillmds@latest add ninadnj/job-fit`
- Raw SKILL.md: https://api.skillmd.com/api/skills/ninadnj/job-fit/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Ninadnj (https://skillmd.com/u/ninadnj)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/ninadnj/job-fit

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# job_fit

Compare a job description against a CV and produce:
1. a **fit score** (share of the JD's key skills the CV covers),
2. **matched** and **missing** skills (the gaps to address),
3. 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.