job-analysis

Parse job postings into structured requirements, signals, and red flags.

Updated Dec 17, 2025
One-click install
npx skills add https://github.com/beetz12/job-aggregator --skill job-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: job-analysis
Source: https://github.com/beetz12/job-aggregator/tree/main/.claude/skills/job-analysis
Command: npx skills add https://github.com/beetz12/job-aggregator --skill job-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Parses raw job postings and converts unstructured text into structured data capturing requirements, signals, and red flags.

Core Features & Use Cases

  • Extracts must-have, preferred, and implied requirements
  • Identifies positive signals and red flags to improve decision making
  • Produces a structured output suitable for downstream skills like profile-matching and fit scoring

Quick Start

Provide a sample job posting text and receive a structured JSON-ready summary.

Frequently Asked Questions about job-analysis

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

FAQPage Schema
How do I extract structured data from unstructured job postings?

Parsing job postings identifies positive signals and red flags alongside requirements. By analyzing keyword patterns and extracting must-have, preferred, and implied qualifications, it flags potential issues to improve your hiring decision making.

Can I compare multiple job postings to support profile-matching?

Yes, you can compare multiple job postings by generating a structured output from each ingestion. This standardizes the extracted requirements and signals, directly supporting downstream tasks like profile-matching and fit scoring.

What is the best way to identify red flags in a job description?

No specific dependencies are required to parse job postings and extract requirements. You simply provide the raw job posting text, and the system processes it to generate a structured summary without needing external modules.

How do I prepare extracted job requirements for downstream APIs?

You prepare extracted job requirements for downstream APIs by parsing the posting into a structured JSON-ready format. This captures the must-have and preferred qualifications, ensuring the output is suitable for integration with other systems.