jd-craft
Generate a bias-free, ATS-optimized, skills-based job description for 2026. Runs a banned-word filter on gender-coded ("rockstar/ninja/guru/aggressive/dominate"), age-coded ("digital native/young/recent grad"), and ability-coded ("walk the floor") language; enforces skills-based requirements (drops "5+ years required" to "3 years preferred" unless regulatory); auto-injects pay transparency block for CA/CO/CT/HI/IL/MD/NV/NY/RI/WA states (and others added in 2026); generates ATS-parseable structure (single column, no tables, no graphics, plain headings) so the 75% of applications filtered by ATS see real text; produces multiple channel formats (LinkedIn long-form, Indeed structured, internal careers page, Slack/Lever/Greenhouse import). TRIGGER on "job description", "JD", "write a JD", "open req", "we're hiring", "post a job", "career posting", "writing a role". The Hewlett Packard finding still holds: women apply when they meet 100% of criteria, men at 60% — wording discipline directly
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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 jd-craftSetup by platform
Install
One-click setup for your editorRun in your project root
npx @skills-hub-ai/cli install jd-craft --target claude-codeInstructions
Security
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Frequently asked questions about jd-craft
What does the jd-craft skill do?
Generate a bias-free, ATS-optimized, skills-based job description for 2026. Runs a banned-word filter on gender-coded ("rockstar/ninja/guru/aggressive/dominate"), age-coded ("digital native/young/recent grad"), and ability-coded ("walk the floor") language; enforces skills-based requirements (drops "5+ years required" to "3 years preferred" unless regulatory); auto-injects pay transparency block for CA/CO/CT/HI/IL/MD/NV/NY/RI/WA states (and others added in 2026); generates ATS-parseable structure (single column, no tables, no graphics, plain headings) so the 75% of applications filtered by ATS see real text; produces multiple channel formats (LinkedIn long-form, Indeed structured, internal careers page, Slack/Lever/Greenhouse import). TRIGGER on "job description", "JD", "write a JD", "open req", "we're hiring", "post a job", "career posting", "writing a role". The Hewlett Packard finding still holds: women apply when they meet 100% of criteria, men at 60% — wording discipline directly 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 jd-craft skill?
Run `npx @skills-hub-ai/cli install jd-craft` from your terminal. The CLI writes the SKILL.md to the correct location for your AI tool (e.g. ~/.claude/skills/jd-craft/ 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 jd-craft work with?
jd-craft 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 jd-craft 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 jd-craft after installing it?
In Claude Code, type `/jd-craft` (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 jd-craft 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.