profile-matching

Analyzes resume and job description compatibility to produce scored results with actionable insights.

Updated Dec 17, 2025
One-click install
npx skills add https://github.com/beetz12/job-aggregator --skill profile-matching
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: profile-matching
Source: https://github.com/beetz12/job-aggregator/tree/main/.claude/skills/profile-matching
Command: npx skills add https://github.com/beetz12/job-aggregator --skill profile-matching

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Matches user profiles (resume, skills, and experience) to job requirements using semantic understanding to surface direct matches and transferable capabilities, helping recruiters and candidates quickly assess fit.

Core Features & Use Cases

  • Semantic alignment: compare a candidate's profile with job requirements to produce a fit score.
  • Experience awareness: weighs years and relevance of past roles to the target position.
  • Gap analysis & recommendations: identifies missing qualifications and actionable steps to close gaps.
  • Post-analysis insights: surfaces transferable skills and supports prioritization of opportunities.

Quick Start

Provide a candidate profile (resume, skills, experience) and a job description to generate a match.

Frequently Asked Questions about profile-matching

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

FAQPage Schema
How do I match a candidate profile to a job description semantically?

You can match a candidate profile to a job description by feeding both into the system to generate a semantic fit score. The analysis compares resumes, skills, and experience against job requirements to surface direct matches and transferable capabilities.

What is the best way to identify missing qualifications in resume analysis?

Resume analysis identifies missing qualifications through gap-based matching against job requirements. It outputs structured match scores and actionable recommendations, highlighting specific gaps so recruiters and candidates can target improvements.

Can I use experience-level checks to rank candidates for a specific role?

Yes, experience-level checks weigh the years and relevance of past roles to the target position. This awareness ranks candidates by evaluating direct, related, and gap-based matching to prioritize the best fits.

How does semantic alignment handle transferable skills for job requirements?

Semantic alignment handles transferable skills by comparing a candidate's profile with job requirements to produce a fit score. Post-analysis insights surface these capabilities, supporting the prioritization of opportunities even if direct experience is missing.

Do I need to extract job requirements before matching candidate profiles?

Yes, you need to extract job requirements first. Profile matching is applied after job requirements are extracted to rank candidates, surface best fits, and identify gaps for targeted improvements using structured match scores.

What are the limitations of semantic profile matching for candidate fit?

Semantic profile matching relies on the accuracy of provided profiles and extracted job requirements. It surfaces transferable capabilities and gap-based recommendations, but cannot verify the authenticity of a candidate's claimed experience.