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job-fit-analyzer

Assess resume and job description alignment with a suitability percentage.

Updated Aug 23, 2026
Search Tags:#recruitment#skill gap#candidate evaluation#cv analysis#job fit
One-click install
npx skills add https://github.com/bungkust/bungkust-skills --skill job-fit-analyzer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: job-fit-analyzer
Source: https://github.com/bungkust/bungkust-skills/tree/main/skills/job-fit-analyzer
Command: npx skills add https://github.com/bungkust/bungkust-skills --skill job-fit-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps users evaluate the compatibility between a CV and a specific job opening, identifying skills gaps and suitability efficiently.

Core Features & Use Cases

  • Compatibility Assessment: Analyze and compute the percentage match between CV content and job descriptions.
  • Skill Gap Identification: Highlight missing skills and qualifications needed for a targeted role.
  • Use Case: An HR specialist can evaluate multiple candidates by assessing how well each CV aligns with job requirements, saving time and improving hiring decisions.

Quick Start

Provide the job description and CV in the specified formats, then ask the AI to evaluate the fit to receive a comprehensive analysis.

Frequently Asked Questions about job-fit-analyzer

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

FAQPage Schema
How do I evaluate candidate CV alignment with a job description?▼

To evaluate candidate CV alignment, you compare the resume content against the specific job description. This analysis covers skills, tools, experience level, and relevant keywords to compute a clear suitability percentage and identify skill gaps.

What is the best way to identify skill gaps between a resume and a job opening?▼

Identifying skill gaps requires assessing the degree of alignment between a candidate's resume and the job requirements. The analysis highlights missing skills and qualifications, delivering actionable insights for recruitment and career planning.

Can I get a percentage match score when comparing a CV to job requirements?▼

You can get a percentage match score by analyzing the compatibility between the CV content and the job description. The assessment computes the exact match percentage based on skills, tools, experience, and relevant keywords.

How does CV analysis work for candidate evaluation in recruitment?▼

CV analysis for candidate evaluation works by assessing how well a resume aligns with a specific job opening. It compares skills, tools, experience levels, and keywords to deliver a suitability percentage and actionable insights for hiring decisions.

Do I need to format the CV and job description in a specific way for job fit analysis?▼

For job fit analysis, you must provide the job description and CV in the specified formats. Once provided, the assessment evaluates the alignment to deliver a comprehensive analysis and suitability percentage.

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