job-analysis

Analyze job descriptions and map achievements to role requirements for tailored CVs.

4|Updated Feb 5, 2026
One-click install
npx skills add https://github.com/katilevina/starry --skill job-analysis-katilevina
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: job-analysis
Source: https://github.com/katilevina/starry/tree/main/.claude/skills/job-analysis
Command: npx skills add https://github.com/katilevina/starry --skill job-analysis-katilevina

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Complete workflow for analyzing job descriptions, mapping achievements to roles, and generating tailored CVs. Use when applying for jobs, preparing for interviews, or creating targeted resumes.

Core Features & Use Cases

  • Job Description Analysis: Extract and categorize responsibilities and requirements from JDs.
  • Skills Mapping with Evidence-based matching: Align achievements to role requirements with quotes and metrics.
  • CV Generation: Produce tailored resumes from mapped skills, ready for applications.

Quick Start

Provide a JD and your achievements, then run the skills-mapping workflow to generate a tailored CV.

Frequently Asked Questions about job-analysis

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

FAQPage Schema
How do I map my achievements to job description requirements?

Achievement mapping aligns your past results to role requirements by extracting responsibilities from a JD and matching them with evidence-based quotes and metrics. This workflow generates a tailored CV that directly addresses the target role's needs.

What is evidence-based skills mapping for resume generation?

Evidence-based skills mapping is a technique that pairs your achievements with extracted job description requirements using concrete metrics and quotes. It ensures your generated CV is substantiated by quantifiable results rather than generic claims.

Can I use job description analysis for interview preparation?

Job description analysis supports interview preparation by categorizing role requirements and mapping your achievements to them. This process highlights evidence-based metrics and quotes you can use as direct talking points during role-specific interviews.

How do I generate a tailored CV from a job description?

To generate a tailored CV, provide a target job description and your achievements. The workflow extracts role requirements, applies evidence-based skills mapping, and outputs a templated resume aligned to the specific responsibilities of the role.

Does this approach to CV generation work across different industries?

Yes, this evidence-based mapping workflow applies across industries. It extracts responsibilities and requirements from any job description, categorizes them, and aligns your achievements to generate targeted resumes regardless of the sector.

What is the best way to analyze a job description for role requirements?

The best way to analyze a job description is to extract and categorize its responsibilities and requirements systematically. This allows you to map your achievements directly to the role's needs using evidence-based metrics and quotes for a targeted CV.