ai-recruiter

Analyze job descriptions and generate LinkedIn search queries for candidate sourcing.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/aqeelalamfca-sys/Test-Audit --skill ai-recruiter-aqeelalamfca-sys
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-recruiter
Source: https://github.com/aqeelalamfca-sys/Test-Audit/tree/main/.local/secondary_skills/ai-recruiter
Command: npx skills add https://github.com/aqeelalamfca-sys/Test-Audit --skill ai-recruiter-aqeelalamfca-sys

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines the hiring process by helping you identify, source, and evaluate candidates for open roles, ensuring you find the best fit efficiently.

Core Features & Use Cases

  • Job Analysis: Refine job descriptions to attract the right candidates.
  • Sourcing Strategy: Develop effective search strategies and identify specific candidate profiles.
  • Candidate Outreach: Draft compelling outreach messages to engage potential hires.
  • Use Case: You need to hire a Senior Software Engineer. This Skill will help you analyze the job description, build Boolean search strings for LinkedIn, find profiles of engineers at competitor companies, and draft personalized outreach messages.

Quick Start

Use the ai-recruiter skill to find candidates for a senior backend engineer role at a Series B startup in San Francisco.

Frequently Asked Questions about ai-recruiter

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

FAQPage Schema
How do I source candidates using Boolean search strings for LinkedIn?

Boolean search strings for candidate sourcing are generated by analyzing job descriptions and creating structured search queries for platforms like LinkedIn. The skill builds targeted search strategies to identify specific candidate profiles based on role context.

What's the best way to analyze a job description for talent acquisition?

Job description analysis for talent acquisition involves refining the text to attract the right candidates and extracting key requirements. The skill evaluates role context to develop effective sourcing strategies and identify specific candidate profiles.

Can I draft candidate outreach templates automatically from a job description?

Yes, candidate outreach templates can be drafted automatically from a job description. The skill generates personalized outreach messages by leveraging role context and company data gathered through web search to engage potential hires effectively.

Do I need web search capabilities to source candidates and evaluate profiles?

Web search capabilities are required to source candidates and evaluate profiles effectively. The skill leverages web search to gather external company and role context, which is essential for formulating targeted outreach and building accurate search strategies.

How does candidate sourcing work for finding profiles at competitor companies?

Candidate sourcing for finding profiles at competitor companies works by leveraging web search to gather company context and generating structured Boolean search queries. The skill identifies specific candidate profiles matching your job requirements at targeted organizations.

What are the limitations of using AI for candidate sourcing and vetting?

AI candidate sourcing and vetting relies on web search capabilities and structured query generation, meaning it cannot access private candidate databases or internal ATS data. It formulates search strategies and outreach templates based on publicly available external data.