job-application

Draft tailored cover letters from a CV and job description.

Updated Feb 15, 2026
One-click install
npx skills add https://github.com/ricable/mcai --skill job-application-ricable
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: job-application
Source: https://github.com/ricable/mcai/tree/main/.agents/skills/job-application
Command: npx skills add https://github.com/ricable/mcai --skill job-application-ricable

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes the pressure and time drain of writing tailored cover letters and job applications from scratch, helping you present your experience clearly and persuasively.

Core Features & Use Cases

  • Tailored Cover Letters: Turns your CV, target role, and preferred voice into a personalized letter that fits the job.
  • Application Writing Support: Adapts your background into concise application responses, introductions, and role-specific messaging.
  • Voice Matching: Uses your own examples and preferences to make the writing sound natural, specific, and authentic.
  • Use Case: A job seeker can paste a job description and get a polished cover letter that emphasizes the most relevant achievements without sounding generic.

Quick Start

Paste a job description and ask the Skill to write a tailored cover letter using your CV and preferred tone.

Frequently Asked Questions about job-application

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

FAQPage Schema
How do I write a cover letter tailored to a specific job description?

To write a tailored cover letter, provide your CV details, writing examples for voice matching, and the target job description. The Skill generates a personalized application document emphasizing relevant achievements in your preferred tone.

What is the best way to make a cover letter sound authentic and not generic?

Making a cover letter sound authentic requires providing your own writing examples and tone preferences alongside your CV. The Skill uses these inputs to match your natural voice and draft specific, personalized career outreach materials.

Can I generate application responses for different roles and industries?

Yes, you can generate application responses across different roles and industries. The Skill adapts your background into concise, role-specific messaging and introductions based on the provided job description and your experience.

What do I need to prepare before drafting personalized job applications?

Before drafting personalized job applications, you need your resume details, samples of your writing to establish tone, and the target job description. These inputs ensure the output is concise and properly tailored to the role.

Does this approach work for applicant tracking systems and concise application messaging?

Yes, this approach works for concise application messaging by turning your CV and target role into focused, personalized letters. It adapts your background into specific application responses suitable for various career outreach needs.