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job-description-analyzer

Analyze job postings, calculate match scores, identify gaps, and create application strategy

711stars77forksUpdated 6/8/2026
Developer Tools#job-search#match-scoring#career-planning#application-strategy#resume-tailoring#job-analysis

Security Assessment

Safe(100/100)
Security Score100/100

About job-description-analyzer

The job-description-analyzer skill helps users evaluate job postings before investing time in the application process. It analyzes job descriptions, extracts requirements, calculates a match score based on a user's qualifications, identifies strengths and gaps, and provides guidance on whether a role is a strong fit. The skill is designed to support more strategic job searching by helping users focus on opportunities that align well with their experience and avoid roles that may be significantly under-qualified, over-qualified, or potentially problematic.

Key capabilities include categorizing requirements into required and preferred qualifications, extracting technical skills, soft skills, and domain knowledge, and generating a weighted match score. The skill also performs gap analysis to distinguish between critical, major, and minor qualification gaps. Additional features include identifying potential red flags in job postings, highlighting experiences that should be emphasized during the application process, generating resume-tailoring recommendations, creating cover letter talking points, and assessing indicators related to company culture fit.

This skill is useful for job seekers who want to analyze a specific job posting, determine whether they are qualified for a role, understand employer expectations, or prioritize applications more effectively. It is particularly valuable for candidates who want to customize resumes and application materials strategically, rather than applying broadly without evaluating fit. Career changers, experienced professionals, and active job seekers can all use this skill to make more informed application decisions.

FAQ

When should I use this skill?

Use it when you want to analyze a job posting, estimate your match percentage for a role, determine whether you should apply, understand job requirements, or prepare a resume-tailoring strategy.

What information is needed to calculate a match score?

The skill requires a job description and information about the user's experience, skills, qualifications, or background so it can compare requirements against qualifications.

How does the match score work?

The skill evaluates required and preferred qualifications separately and combines them using a weighted approach, with required qualifications carrying more weight than preferred qualifications.

Can this skill identify potential issues with a job posting?

Yes. It scans for potential workload, culture, and compensation-related warning signs described in the job posting and highlights possible red flags.

Does this skill automatically create a resume or cover letter?

No. Based on the provided content, the skill generates resume-tailoring strategies and cover letter talking points, but no automatic document generation capability is specified.

Install job-description-analyzer

Download and extract the skill files to your .claude/skills/ directory.

Quick Setup:

  1. Copy the skill folder to .claude/skills/
  2. Claude will automatically detect and use the skill

Repository

paramchoudhary/resumeskills

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