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tailored-resume-generator

Lets your agent create personalized resumes. It analyzes job descriptions and highlights your experience to increase interview chances.

What it does

This tool creates a customized resume for a specific job opening. It analyzes the job description and your background to highlight the most relevant experience and skills for that opportunity.

When to use it

  • ✓When applying for a specific job.
  • ✓To adapt your resume for different industries.
  • ✓When changing careers and highlighting transferable experience.

Example of what to ask your AI

“Create a resume for this Senior Data Analyst position, using my work history.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/ComposioHQ/awesome-claude-skills/blob/master/tailored-resume-generator/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/ComposioHQ/awesome-claude-skills/blob/master/tailored-resume-generator/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

You provide the job description and your resume or background information. The AI compares them, identifies what's most important for the job, and reorganizes your resume to emphasize that information.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add ComposioHQ/awesome-claude-skills --skill tailored-resume-generator

Or download just the file:

curl -L https://raw.githubusercontent.com/ComposioHQ/awesome-claude-skills/master/tailored-resume-generator/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Tailored Resume Generator

When to Use This Skill

  • Applying for a specific job position
  • Customizing your resume for different industries or roles
  • Highlighting relevant experience for career transitions
  • Optimizing your resume for ATS (Applicant Tracking Systems)
  • Creating multiple resume versions for different job applications
  • Emphasizing specific skills mentioned in job postings

What This Skill Does

  1. Analyzes Job Descriptions: Extracts key requirements, skills, qualifications, and keywords from job postings
  2. Identifies Priorities: Determines what employers value most based on the job description language and structure
  3. Tailors Content: Reorganizes and emphasizes relevant experience, skills, and achievements
  4. Optimizes Keywords: Incorporates ATS-friendly keywords naturally throughout the resume
  5. Formats Professionally: Creates clean, professional resume layouts suitable for various formats
  6. Provides Recommendations: Suggests improvements and highlights gaps to address

How to Use

Basic Usage

Provide a job description and your background information:

I'm applying for this job:

[paste job description]

Here's my background:
- 5 years as software engineer at TechCorp
- Led team of 3 developers on mobile app project
- Expert in Python, JavaScript, React
- Computer Science degree from State University

With Existing Resume

Upload or paste your current resume along with the job description:

Please tailor my resume for this position:

Job Description:
[paste job description]

My Current Resume:
[paste resume content]

Career Transition

When changing industries or roles:

I'm transitioning from marketing to product management.
Here's the job I'm applying for:

[paste job description]

My transferable experience:
- 7 years in digital marketing
- Led cross-functional teams
- Managed product launches
- Data analysis and A/B testing

Example

User Request:

I need a tailored resume for this job:

Senior Data Analyst Position

Requirements:
- 5+ years experience in data analysis
- Expert in SQL, Python, and data visualization tools
- Experience with A/B testing and statistical analysis
- Strong communication skills to present findings
- Healthcare industry experience preferred

My background:
- Data Analyst at RetailCo (2019-2024)
- Created dashboards using Tableau and Power BI
- Built Python scripts for data automation
- Worked with marketing team on campaign analysis
- Business Analytics degree
- Also did 1 year internship at HealthPlus clinic

Generated Output:

# JOHN DOE
Email: john.doe@email.com | Phone: (555) 123-4567 | LinkedIn: linkedin.com/in/johndoe

## PROFESSIONAL SUMMARY
Results-driven Data Analyst with 5+ years of experience leveraging SQL, Python, and advanced
visualization tools to deliver actionable insights. Proven track record in statistical analysis,
A/B testing, and cross-functional collaboration. Healthcare industry experience with strong
ability to communicate complex data findings to stakeholders.

## TECHNICAL SKILLS
- **Data Analysis & Programming**: SQL, Python, Statistical Analysis, A/B Testing
- **Visualization Tools**: Tableau, Power BI, Advanced Dashboard Development
- **Data Management**: Data Automation, ETL Processes, Database Optimization
- **Business Intelligence**: Campaign Analytics, Performance Metrics, KPI Tracking

## PROFESSIONAL EXPERIENCE

**Data Analyst** | RetailCo | 2019 - 2024
- Designed and implemented 50+ SQL queries and Python automation scripts, reducing manual
  data processing time by 60%
- Conducted rigorous A/B testing and statistical analysis for marketing campaigns,
  improving campaign ROI by 35%
- Built interactive Tableau and Power BI dashboards for executive team, enabling
  data-driven decision making
- Presented analytical findings to cross-functional stakeholders including marketing,
  operations, and executive leadership
- Collaborated with marketing team to analyze customer behavior patterns and optimize
  targeting strategies

**Data Analysis Intern** | HealthPlus Clinic | 2018 - 2019
- Supported healthcare analytics initiatives by analyzing patient data and operational metrics
- Gained exposure to healthcare industry data management and HIPAA compliance requirements
- Assisted in creating reports for clinical staff to improve patient care workflows

## EDUCATION

**Bachelor of Science in Business Analytics**

…
FAQ

What is a 'tailored' resume?

It's a resume specifically crafted for a particular job, showing you're the ideal candidate for that opportunity.

Why is tailoring a resume important?

It increases your chances of being noticed by recruiters and automated systems (ATS) because it highlights exactly what the company is looking for.

Do I need to have an existing resume to use this?

Not necessarily. You can provide your work history in plain text, and the AI will create the resume from that.

Details

Original description by the author

Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

repo: ComposioHQ/awesome-claude-skills

Popularity

GitHub stars
77k
Ranking position
#1708
License
—
Updated
9/18/2026

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