evaluate-job-fit

Evaluate job postings against YAML-defined user preferences for match strength.

25|2|Updated Jun 8, 2026
One-click install
npx skills add https://github.com/agent-data/job-search --skill evaluate-job-fit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evaluate-job-fit
Source: https://github.com/agent-data/job-search/tree/main/skills/evaluate-job-fit
Command: npx skills add https://github.com/agent-data/job-search --skill evaluate-job-fit

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires agent-data, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill assesses the relevance of job postings against user-defined preferences, providing detailed judgments on whether a job fits the user's criteria and offering reasoning for the decision.

Core Features & Use Cases

  • Job Relevance Evaluation: Determine the relevance of a job posting based on user preferences.
  • Customizable Preferences: Allow users to define their job preferences, including must-haves, strong preferences, and dealbreakers.
  • Automated Evaluation: Evaluate job postings programmatically without manual intervention.
  • Use Case: A user with specific job preferences can paste a job posting and receive an assessment of how well it matches their requirements.

Quick Start

Use the evaluate-job-fit skill with the following command: /evaluate-job-fit "job posting text" --workspace /path/to/workspace

Frequently Asked Questions about evaluate-job-fit

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

FAQPage Schema
How do I evaluate job postings against my specific job preferences?

To evaluate job postings against your specific job preferences, you paste the job posting text and provide a workspace path. The tool reads your user-defined preferences from a YAML configuration file to determine relevance and match strength automatically.

What is the best way to analyze job posting relevance for must-haves and dealbreakers?

Analyzing job posting relevance for must-haves and dealbreakers requires defining your criteria in a YAML configuration file. The evaluation assesses your custom preferences, including strong preferences, to provide detailed judgments on whether the job fits your requirements.

Can I automate job matching without manual intervention for multiple postings?

Yes, you can automate job matching programmatically without manual intervention. By supplying the job posting text and your workspace path, the tool evaluates the posting details against your defined preferences to generate an automated relevance judgment.

Do I need a YAML configuration file to use the job fit evaluation tool?

Yes, a YAML configuration file is required to use the job fit evaluation tool. It utilizes this file to access your user preferences, including must-haves and dealbreakers, which it then compares against the provided job posting data.

How does automated job matching handle reasoning for its relevance decisions?

Automated job matching handles reasoning by evaluating the job posting details against your defined user preferences. It generates detailed relevance judgments that offer explicit reasoning for the decision, explaining exactly how the job fits or fails your criteria.