ai-recruiter

Analyze job descriptions, generate Boolean search strings, and draft outreach templates.

Updated Mar 12, 2026
One-click install
npx skills add https://github.com/aryankumarrai/VarAI --skill ai-recruiter-aryankumarrai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-recruiter
Source: https://github.com/aryankumarrai/VarAI/tree/main/.local/secondary_skills/ai-recruiter
Command: npx skills add https://github.com/aryankumarrai/VarAI --skill ai-recruiter-aryankumarrai

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the hiring process by automating the sourcing, evaluation, and outreach stages for open job roles, significantly reducing the time and effort required to find qualified candidates.

Core Features & Use Cases

  • Job Analysis & Optimization: Refines job descriptions to attract the right talent.
  • Sourcing Strategy: Develops targeted Boolean search strings and provides direct LinkedIn search links.
  • Candidate Identification: Finds specific candidate profiles across various platforms beyond LinkedIn.
  • Outreach & Evaluation: Drafts personalized outreach templates and suggests interview questions.
  • Use Case: A startup needs to hire a Senior Backend Engineer. This Skill can analyze the job description, suggest keywords and search strings for LinkedIn and GitHub, find 10 relevant candidates with their profiles, and draft an outreach message highlighting the company's mission and the role's impact.

Quick Start

Use the ai-recruiter skill to find candidates for a Senior Software Engineer role at a Series B startup in San Francisco, focusing on Rust and distributed systems experience.

Frequently Asked Questions about ai-recruiter

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

FAQPage Schema
How do I generate Boolean search strings for candidate sourcing on LinkedIn?

Candidate sourcing automates Boolean search string generation by analyzing job descriptions to produce targeted queries and direct search links for platforms like LinkedIn. It refines keywords to ensure you find relevant profiles efficiently across multiple networks.

Can I use AI to draft personalized outreach templates for recruited candidates?

Yes, AI recruiting tools draft personalized outreach templates by analyzing the candidate's profile alongside your job description. This automation generates tailored messages highlighting the specific role's impact and company mission to increase response rates.

What is the best way to find software engineers on GitHub for a job opening?

Finding software engineers on GitHub is streamlined by analyzing your job description to identify relevant profiles across multiple platforms. The sourcing strategy generates targeted search links and evaluates candidate repositories to match specific technical requirements like Rust or distributed systems.

How do I optimize a job description to attract better talent acquisition candidates?

Job description optimization refines your existing text to attract better talent acquisition candidates by analyzing required skills and role context. It adjusts the framing to highlight impact and mission, ensuring the listing resonates with highly qualified passive and active job seekers.

Can I automatically generate interview questions based on a specific job description?

Yes, you can automatically generate interview questions based on a specific job description. The recruitment process analyzes the required skills and role responsibilities to suggest targeted evaluation questions, streamlining the candidate vetting stage.

Does automated candidate sourcing work for niche technical roles at startups?

Automated candidate sourcing works effectively for niche technical roles at startups by analyzing specific job requirements and generating tailored Boolean search strings. It identifies specialized talent across platforms like GitHub and LinkedIn, even for narrow technical stacks.