biz/hr/recruitment

Automate recruitment from job descriptions to offer letters with ATS integration.

1|Updated Apr 1, 2026
One-click install
npx skills add https://github.com/2nth-ai/skills --skill biz-hr-recruitment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: biz/hr/recruitment
Source: https://github.com/2nth-ai/skills/tree/main/biz/hr/recruitment
Command: npx skills add https://github.com/2nth-ai/skills --skill biz-hr-recruitment

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires tech/cloudflare/workers, tech/cloudflare/ai/workers-ai, tech/cloudflare/ai/ai-gateway, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the entire recruitment process, from crafting job descriptions to extending offers, using AI to augment each stage.

Core Features & Use Cases

  • Job Description Creation: Drafts and optimizes job descriptions for clarity, inclusivity, and SEO.
  • CV Screening and Ranking: Scores CVs against job descriptions and ranks candidates.
  • Interview Guide Generation: Creates competency-based interview guides tailored to the role and level.
  • Candidate Outreach: Drafts personalized outreach messages.
  • Offer Letter Drafting: Generates structured offer letters from compensation parameters.
  • ATS Integration: Integrates with various Applicant Tracking Systems (ATS).

Quick Start

Use the biz/hr/recruitment skill to generate a job description for a Senior Software Engineer role.

Frequently Asked Questions about biz/hr/recruitment

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

FAQPage Schema
How do I automate AI recruitment from sourcing to offer?

AI recruitment automation handles the entire hiring pipeline from sourcing to offering by generating job descriptions, screening CVs, drafting interview guides, and creating offer letters. It augments each stage to streamline the recruitment process end-to-end.

What's the best way to rank CVs against job descriptions?

CV screening and ranking scores resumes directly against job descriptions to evaluate and rank candidates. It automates the parsing process, enabling fast identification of the most qualified applicants from a large pool.

Can I integrate AI CV screening with my existing ATS?

Yes, the AI CV screening supports direct integration with various Applicant Tracking Systems (ATS). This allows you to embed automated sourcing, candidate outreach, and ranking workflows directly into your existing recruitment infrastructure.

How do I generate competency-based interview guides for a specific role?

Competency-based interview guides are generated by the AI tailored specifically to the open role and seniority level. This ensures structured, relevant candidate evaluation during the interview stage of the recruitment process.

Does this recruitment Skill run on Cloudflare Workers?

Yes, the recruitment Skill runs on Cloudflare Workers and utilizes Workers AI with an AI Gateway. This serverless architecture provides the foundational environment for executing automated hiring workflows like CV parsing and offer drafting.

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