Job Description Analyzer

Analyze job postings to calculate match scores and identify skill gaps.

Updated Apr 25, 2026
One-click install
npx skills add https://github.com/nshaikhs/claude-code-for-operators --skill job-description-analyzer-nshaikhs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Job Description Analyzer
Source: https://github.com/nshaikhs/claude-code-for-operators/tree/main/skills/job-description-analyzer
Command: npx skills add https://github.com/nshaikhs/claude-code-for-operators --skill job-description-analyzer-nshaikhs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes job postings to quantify how well they align with a candidate's experience, surfacing gaps and guiding targeted resume and cover-letter customization.

Core Features & Use Cases

  • Extract and categorize job requirements (must-have vs nice-to-have)
  • Calculate match score between user's experience and job requirements
  • Identify skill gaps and strengths
  • Detect red flags in job postings
  • Prioritize which experiences to highlight
  • Generate resume tailoring strategy
  • Create cover letter talking points
  • Assess company culture fit indicators

Quick Start

Paste a job description and your resume to generate a match score and a step-by-step resume-tailoring plan

Frequently Asked Questions about Job Description Analyzer

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

FAQPage Schema
How do I calculate a match score against a job description?

To calculate a match score, you need to compare your resume experience against extracted job requirements. This skill categorizes must-have versus nice-to-have requirements to quantify your alignment and surface specific gaps.

What is gap analysis in the context of resume tailoring?

Gap analysis for resume tailoring identifies the discrepancy between your current skills and job posting requirements. This skill extracts required qualifications and highlights missing competencies so you can strategically customize your application.

How do I detect red flags in a job posting?

Red flags in a job posting are detected by analyzing the text for problematic patterns or unrealistic expectations. This skill performs structured detection on the description to reveal warning signs and guide your application decision-making.

Can I analyze multiple job postings at once to prioritize applications?

Yes, you can apply this skill across multiple roles to prioritize applications. By comparing match scores and extracted requirements across postings, you maximize fit and efficiency in your resume and cover-letter customization process.

What is the best way to tailor a resume for a specific job description?

The best way to tailor a resume is to prioritize which experiences to highlight based on a gap analysis. This skill generates a step-by-step resume tailoring strategy and cover letter talking points from the posting's requirements.

How do I assess company culture fit from a job description?

Company culture fit is assessed by analyzing the language and priorities within the job posting. This skill evaluates the text to identify culture fit indicators, helping you decide if the role aligns with your values.