agentsclimarketplace

Job fit

Skill Ninadnj/mcp-skills-kit/skills/job_fit

MCP-native framework for composable agent skills — typed tools from type hints, per-skill evals, runs fully offline

Install
npx -y skills add Ninadnj/mcp-skills-kit --skill job_fit

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

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

SKILL.md

0.8 KB, 145 tokens by cl100k_base, as published. Nobody here has run it

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.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.