job-application-tailor

Generate a tailored job application package from a job offer and master CV.

Updated Mar 24, 2026
One-click install
npx skills add https://github.com/eddiegent/AI-Job-Prospecting --skill job-application-tailor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: job-application-tailor
Source: https://github.com/eddiegent/AI-Job-Prospecting/tree/main/.claude/skills/job-application-tailor
Command: npx skills add https://github.com/eddiegent/AI-Job-Prospecting --skill job-application-tailor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python-docx, docxtpl, pyyaml, jsonschema, docx2pdf, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Generate a complete, tailored application pack (CV, motivation letter, short letter, LinkedIn messages, and interview prep) grounded in the master CV. It triggers from a job offer URL, pasted offer text, or requests to tailor. It ensures every claim is grounded in your CV and avoids fabrication.

Core Features & Use Cases

  • Tailored CV (DOCX + PDF) grounded in your master CV
  • Motivation letter and short letter tailored to the role
  • LinkedIn outreach messages with recruiter names when available
  • Interview prep guide with a transparent fit score
  • End-to-end packaging and optional tracking of applications

Quick Start

Provide a fully-tailored application pack for a given job offer using my CV.

Frequently Asked Questions about job-application-tailor

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

FAQPage Schema
How do I generate a tailored CV and motivation letter from a job offer?

To generate a tailored CV and motivation letter, provide a job offer URL or pasted text alongside your master CV. The application pack is grounded in your CV to ensure truthfulness and includes a short letter, LinkedIn messages, and interview prep.

Can I create LinkedIn outreach messages and interview prep from my master CV?

Yes, you can create LinkedIn outreach messages and interview prep from your master CV. The generated messages include recruiter names when available, and the interview prep guide provides a transparent fit score based on your CV.

Does the tailored CV export to both DOCX and PDF formats?

Yes, the tailored CV exports to both DOCX and PDF formats. The generation process uses python-docx and docxtpl to build the document, then converts it to PDF using docx2pdf for a complete application package.

What is the best way to ensure my job application does not fabricate experience?

The best way to ensure your job application avoids fabrication is to ground every claim in your master CV. This tailored application generation process strictly uses your existing CV details to truthfully match the job offer requirements.

Can I track my job applications after generating the tailored documents?

Yes, you can track your job applications after generating the tailored documents. The application packaging process includes optional tracking features to help you manage and monitor the status of your submitted CVs and motivation letters.