employer-matching
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.
Signing
SignedSLSA L2- Signed by
- skills-hub.ai distributor
- Method
- Distributor-signed by skills-hub.aiCryptographically signed by the skills-hub.ai distributor key at publish time.
- Signed
Install this skill
Run this command in your terminal. No account required — it auto-detects your AI tool and installs the skill file.
npx @skills-hub-ai/cli install employer-matchingSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install employer-matching --target claude-codeInstructions
Security
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Frequently asked questions about employer-matching
What does the employer-matching skill do?
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. It's a reusable SKILL.md instruction set that loads into your AI coding assistant on demand, no prompt engineering, no copy-pasting every session.
How do I install the employer-matching skill?
Run `npx @skills-hub-ai/cli install employer-matching` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/employer-matching/ for Claude Code or ~/.cursor/skills/ for Cursor with --target cursor) and adds it to your project's .skills.json lockfile.
Which AI tools does employer-matching work with?
employer-matching runs in Claude Code. It follows the open Agent Skills standard (SKILL.md), so the same skill works in every supported tool without modification.
Is the employer-matching skill free?
Yes. Every skill on skills-hub.ai is free and open-source. There are no premium tiers, paywalls, or usage limits. You only pay for whatever AI assistant you're already using.
How do I use employer-matching after installing it?
In Claude Code, type `/employer-matching` (or whatever slash command the skill registers) and the AI follows the skill's instructions immediately. You can also reference it by name in natural language, your AI loads the skill into context when relevant.
Can I share the employer-matching skill with my team?
Yes. Commit your project's .skills.json lockfile and teammates run `npx @skills-hub-ai/cli install` (no args) to install every skill at the exact version you pinned. Organization-scoped installs work via skills-hub.ai organizations.