How-to · Productivity · By Mohit Agarwal (PM Skills)

How to use Job Application in your AI agent

Install and use the Job Application skill in Claude Code, Cursor, Codex, Gemini CLI, OpenCode, and Windsurf — with sample prompts.

What you'll get

This skill helps you customize your CV and cover letter for specific job applications. It analyzes the job description, identifies key requirements and keywords, rewrites your resume bullets with quantified achievements, and drafts a compelling cover letter. Perfect for anyone applying to competitive roles who wants to maximize their chances of getting past automated screening and landing interviews.

Step 1 — Get the skill source URL

The Job Application skill lives at:

Step 2 — Add it to your AI agent

Copy one of these prompts and paste it into your AI tool. The agent will fetch and install the skill for you.

Claude Code

Add the agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/job-application to my project.

Cursor

Install this agent skill: https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/job-application

Codex

Add this skill to .codex/skills/: https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/job-application

Gemini CLI

Add the skill at https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/job-application to my .gemini/skills/ directory.

OpenCode

Install this agent skill from https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/job-application

Windsurf

Add this skill: https://github.com/mohitagw15856/pm-claude-skills/tree/main/skills/job-application

Step 3 — Try these prompts

Once the skill is installed, ask your AI things like:

  • Applying to a specific role and want to tailor your materials
  • Optimize your resume for applicant tracking systems
  • Struggling to write a cover letter that doesn't sound generic
  • Understand how well you match a job's requirements before applying

What this skill does

  • Analyzes job descriptions to extract must-have requirements and ATS keywords
  • Rewrites your CV summary and experience bullets to match the role's language
  • Creates quantified, achievement-focused bullet points that highlight relevant wins
  • Drafts a personalized 3-paragraph cover letter that connects your story to the role
  • Identifies gaps between your profile and the job requirements with honest assessments
Made byMohit Agarwal (PM Skills)
CategoryProductivity