jd-writing

Generate inclusive job descriptions with bias detection and structured templates.

5|1|Updated Mar 7, 2026
One-click install
npx skills add https://github.com/carlopezzuto/recruiting --skill jd-writing-carlopezzuto
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: jd-writing
Source: https://github.com/carlopezzuto/recruiting/tree/main/.claude/skills/jd-writing
Command: npx skills add https://github.com/carlopezzuto/recruiting --skill jd-writing-carlopezzuto

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the creation of clear, inclusive, and impactful job descriptions that attract the right candidates and eliminate bias, saving recruiters and HR professionals hours of crafting and reviewing text.

Core Features & Use Cases

  • Structured JD Generation: Guides users through producing balanced, outcome-oriented job descriptions aligned with best practices.
  • Bias and Safety Checks: Ensures language remains inclusive, free of bias, and sensitive information is excluded to avoid legal risks.
  • Use Case: A recruiter needs to craft a diverse and precise job description for a senior data scientist. This Skill helps generate an inclusive, impactful draft that appeals to underrepresented groups and accurately reflects the role.

Quick Start

Ask the AI to help you write a job description for a senior marketing manager with a focus on diversity and inclusion.

Frequently Asked Questions about jd-writing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write an inclusive job description that reduces bias in recruitment?

An inclusive job description reduces recruitment bias by using structured templates and language review to eliminate exclusionary phrasing. This Skill detects biased language and restructures content to appeal to underrepresented groups while maintaining professional accuracy.

What is the best way to create candidate-focused job descriptions for senior roles?

Creating candidate-focused job descriptions for senior roles involves structuring outcome-oriented content aligned with recruitment best practices. This Skill guides you through producing balanced drafts that accurately reflect complex responsibilities while remaining broadly appealing.

Can I use structured templates to draft job descriptions for any role?

Yes, structured templates can draft job descriptions for any role by providing balanced, outcome-oriented frameworks. This Skill simplifies the process of writing clear and effective job descriptions across various positions, ensuring alignment with recruitment content best practices.

How does bias detection work when writing HR recruitment content?

Bias detection in HR recruitment content works by reviewing language for exclusionary terms and sensitive information that pose legal risks. This Skill performs safety checks to ensure your job descriptions remain inclusive and free of bias before publishing.

Does this job description writing assistance require any specific HR software dependencies?

No, this job description writing assistance requires no specific HR software dependencies to operate. It functions independently to provide language review and structured drafting directly within your current workflow environment.