cv-screening

Match CVs against a Job Description and rank candidates by scorecard criteria.

2|Updated Apr 25, 2026
One-click install
npx skills add https://github.com/viethahong/business-skills --skill cv-screening
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cv-screening
Source: https://github.com/viethahong/business-skills/tree/main/skills/hr/cv-screening
Command: npx skills add https://github.com/viethahong/business-skills --skill cv-screening

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill addresses the labor-intensive challenge of screening hundreds of CVs, ensuring objective, rapid identification of the most suitable candidates aligned to a Job Description (JD), while reducing bias and saving time for HR teams.

Core Features & Use Cases

  • Criteria Extraction: Derive required skills, experience, and education from the JD.
  • Competency Mapping: Compare CV content to criteria and quantify alignment.
  • Red Flags Detection: Identify gaps, job-hopping, and inconsistencies.
  • Standardized Scoring: Apply a consistent scorecard to all CVs and produce a ranked shortlist.
  • Use Case: Post JD for a Marketing Manager and screen 100 CVs to surface Top 10 for interviews.

Quick Start

Provide the JD and a list of CVs to initiate the screening, then review the generated Screening Report with scores and interview recommendations.

Frequently Asked Questions about cv-screening

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

FAQPage Schema
How do I screen CVs against a job description to rank candidates?

CV screening matches resumes to a job description by extracting required skills and experience, then applying a standardized scorecard to produce a ranked shortlist with explanations. It quantifies alignment and detects red flags automatically.

What is the best way to automate resume analysis for talent acquisition?

Automated resume analysis derives criteria from the JD, maps CV competencies to those requirements, and standardizes scoring to reduce bias. This process rapidly surfaces top candidates for interviews while ensuring transparent evaluation.

Can I detect red flags like job-hopping during CV screening?

Yes, CV screening includes red flags detection to identify gaps, job-hopping, and inconsistencies in work history. It flags these issues during the standardized scoring process to help HR teams evaluate candidate reliability.

How does anti-bias checking work during resume analysis?

Anti-bias checks during resume analysis apply a consistent scorecard to all CVs, ensuring standardized evaluation based on predefined criteria. This reduces subjective bias by focusing scoring strictly on JD alignment and quantified competencies.

Does automated CV screening assess transferable skills for candidates?

Yes, CV screening assesses transferable skills by comparing CV content to job description criteria and quantifying alignment. It evaluates how well a candidate's existing competencies map to the role's requirements during the scoring process.

What do I need to provide to start screening CVs for a job posting?

You need to provide the job description and a list of CVs to initiate screening. The process then generates a Screening Report with standardized scores, red flag alerts, and interview recommendations for the shortlisted candidates.