recruit-job-description
100 / 100 · Low risk
Fine to try.
Writes an outcomes-first job description from the job scorecard, with must-haves only, a pay range line, an adjustments line and a wording check that flags gendered, age-coded and exclusionary words. Use for "run recruit-job-description", "write a job description", "rewrite this JD", "job description from scorecard", "check my job description for biased wording", "gender neutral job description", "our JD attracts the wrong applicants", "update last year's job description", part of the AI for Re…
What this skill can do
We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'recruit-job-description' ] || [ -L ~/.agents/skills/'recruit-job-description' ]; then echo 'A skill folder named recruit-job-description already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/polar-bear-org/claude-skills' "$d" && git -C "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/ai-for-recruiting-pack/skills/recruit-job-description' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/ai-for-recruiting-pack/skills/recruit-job-description' ~/.agents/skills/'recruit-job-description' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'recruit-job-description' ~/.claude/skills/'recruit-job-description' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/polar-bear-org/claude-skills/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-07 | 95f0180 | 100 |