job-description-analyzer

Analyze job postings to compute weighted match scores and identify requirement gaps.

Updated May 13, 2022
One-click install
npx skills add https://github.com/savindi-wijenayaka/cv-savindi-wijenayaka --skill job-description-analyzer-savindi-wijenayaka
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: job-description-analyzer
Source: https://github.com/savindi-wijenayaka/cv-savindi-wijenayaka/tree/main/.agents/skills/job-description-analyzer
Command: npx skills add https://github.com/savindi-wijenayaka/cv-savindi-wijenayaka --skill job-description-analyzer-savindi-wijenayaka

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you quickly understand what a job is really asking for and whether your background is a strong match, so you can apply with confidence instead of guessing.

Core Features & Use Cases

  • Requirement extraction (must-have vs nice-to-have): Breaks a job posting into concrete technical, education/experience, and culture expectations.
  • Match scoring and interpretation: Computes a weighted match score (required vs preferred) and translates it into clear action guidance (apply now, apply with strong cover letter, or skip).
  • Gap and red-flag detection: Identifies missing requirements (critical/major/minor), highlights potential risk signals (workload, culture, compensation), and produces resume/cover-letter tailoring strategy.

Quick Start

Tell the Skill: analyze this job description and calculate my match score, then list my key strengths to emphasize, the biggest gaps, and whether I should apply.

Frequently Asked Questions about job-description-analyzer

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

FAQPage Schema
How do I analyze a job description to see if my resume is a good match?

Job description gap analysis works by extracting must-have and nice-to-have requirements from the posting, then performing keyword-based gap analysis against your qualifications. This process identifies missing skills and computes a weighted match score to guide your application strategy.

What is the best way to identify red flags in a job posting before applying?

Identifying red flags in a job posting requires analyzing risk signals related to workload, culture, and compensation. This skill detects potential warning signs during the requirement extraction phase and highlights them alongside your match score to inform your decision.

How do I calculate a match score for a job application?

To calculate a match score, you evaluate your background against required and preferred criteria extracted from the job posting. This skill computes a weighted match score and translates it into clear action guidance such as apply now, apply with a strong cover letter, or skip.

Can I get cover letter strategy and resume tailoring advice from a job analysis?

Yes, job analysis provides cover letter strategy and resume tailoring advice. After computing your match score and identifying requirement gaps, the skill produces structured recommendations highlighting your key strengths to emphasize and the biggest gaps to address in your application.

What do I need to perform a job requirement gap analysis?

To perform a job requirement gap analysis, you simply need the job posting text and your qualifications. The skill requires no external dependencies, directly extracting technical, education, experience, and culture expectations from the description to compare against your background.