Employer Matching

Quality score: 70/100 · Category: General · Sub-category: general-misc

type:audittype:review

Audit a job matching platform for relevance, fairness, and candidate experience. Evaluates matching algorithm precision and recall, skill taxonomy and NLP extraction, culture fit modeling risks, algorithmic bias detection (EEOC, NYC Local Law 144, EU AI Act), geographic and remote work handling, salary range accuracy, and feedback loop quality. Use when building or reviewing job boards, ATS matching engines, internal mobility platforms, or workforce marketplaces.

What this skill does

Employer Matching is a production-ready Claude Code skill (quality score 70/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/employer-matching/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when building or reviewing job boards, ATS matching engines, internal mobility platforms, or workforce marketplaces.

Who uses this skill

The Employer Matching skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/employer-matching
curl -L https://claudskills.com/skills/employer-matching/SKILL.md \
  -o ~/.claude/skills/employer-matching/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/employer-matching/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/employer-matching/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\employer-matching\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills