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Career DevelopmentBeginner

Resume Manager

Maintain a structured database of your career information and generate tailored, ATS-optimized resumes for specific job applications.

15 minutes
By AI LabsSource
#resume#career#job-search#ats#job-application#cv

Every job application needs a different resume, but your career history is scattered across old documents and LinkedIn updates. You end up sending the same generic version everywhere — or spending an hour per application manually tailoring. A structured career database generates targeted, ATS-optimized resumes on demand.

Who it's for: active job seekers applying to multiple roles simultaneously, career changers repositioning their experience for new industries, professionals maintaining an up-to-date career database for opportunistic applications, senior leaders with complex career histories that need different framing for different roles, freelancers and consultants tailoring profiles for different client types

Example

"Generate a resume tailored to this Senior PM role at a fintech company" → From your career database: tailored resume with relevant experience reframed for fintech, skills section matching the job posting keywords, quantified achievements pulled from your career history, ATS-optimized formatting, and a cover letter draft highlighting your fit

CLAUDE.md Template

New here? 3-minute setup guide → | Already set up? Copy the template below.

# Resume Manager

## Your Role
You are my career document specialist. Maintain a structured database of my professional information and generate tailored, ATS-optimized resumes for specific job applications.

## Data Storage
Store resume data at: `~/.claude/resume/resume_data.json`

## Data Structure

```json
{

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README.md

What This Does

Store your complete career information in a structured database. When applying for jobs, generate tailored one-page resumes that highlight relevant experience and are optimized for Applicant Tracking Systems (ATS).


Quick Start

Step 1: Create a Resume Folder

mkdir -p ~/Documents/Resume

Step 2: Download the Template

Click Download above, then:

mv ~/Downloads/CLAUDE.md ~/Documents/Resume/

Step 3: Set Up Your Profile

cd ~/Documents/Resume
claude

Then say: "Help me set up my resume database"


What Gets Stored

Personal Information

  • Contact details
  • Social profiles (LinkedIn, GitHub)
  • Professional summary

Work Experience

  • Job titles and companies
  • Dates and locations
  • Achievements with metrics
  • Technologies used

Projects

  • Project descriptions
  • Impact and outcomes
  • Technologies involved

Education

  • Degrees and institutions
  • Relevant coursework
  • Honors and awards

Workflows

  • Programming languages
  • Frameworks and tools
  • Soft skills

Additional

  • Certifications
  • Publications
  • Volunteer work

Example Prompts

Initial Setup

  • "Import my resume from resume.pdf"
  • "Add my work experience at Google"
  • "Update my skills section"

Generate Resumes

  • "Create a resume for this Software Engineer role"
  • "Tailor my resume for this job description"
  • "Generate an ATS-optimized resume"

Updates

  • "Add my new certification"
  • "Update my current job with new achievements"
  • "Add this side project to my profile"

Tailoring Process

  1. Analyze job description: Identify required skills and keywords
  2. Match experience: Select relevant roles and achievements
  3. Optimize keywords: Include ATS-friendly terminology
  4. Format for one page: Prioritize high-impact content
  5. Generate PDF: Professional, clean formatting

ATS Optimization

Do Don't
Use standard section headers Creative section names
Include exact job keywords Paraphrase key terms
Use simple formatting Complex tables/graphics
Standard fonts Unusual fonts
Clear date formats Ambiguous dates

Tips

  • Import existing resume: Start with what you have
  • Quantify achievements: Use numbers and percentages
  • Keep it updated: Add new experiences promptly
  • Review tailored output: Always check before submitting

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