TL;DR
Career-Ops (49K★) is an AI-powered job search system built on Claude Code. It generates tailored resumes, cover letters, interview prep, and career roadmaps — all from your local machine with full privacy.
What Is Career-Ops?
Career-Ops is an open-source CLI tool that automates the entire job application pipeline:
- 14 skill modes — Resume writing, cover letter generation, interview prep, career growth planning, networking scripts, and more
- Go dashboard — A web UI built in Go for managing your job search progress
- PDF generation — Export everything as polished PDFs
- Batch processing — Generate multiple versions for different companies simultaneously
- Local privacy — All processing happens on your machine using Claude Code
How It Works
1. You provide your base resume + job description URL
2. Career-Ops scans the JD and extracts key requirements
3. Auto-generates a tailored resume matching those requirements
4. Generates a cover letter with the same tone and keywords
5. Prepares interview questions based on the job description
6. Everything exported as PDF — ready to apply
The 14 Skill Modes
| Mode | What It Does |
|---|---|
| resume | Tailored resume generation |
| cover-letter | Custom cover letter |
| interview-prep | Company + role specific questions |
| career-growth | 6/12/24 month growth roadmap |
| networking | Outreach message templates |
| skills-gap | Analyze what skills you lack |
| salary | Market rate analysis |
| company-research | Deep company background |
| rejection-analysis | Learn from rejections |
| offer-evaluation | Compare offers |
| resume-review | Critique existing resume |
| linkedin-optimize | LinkedIn profile improvements |
| github-optimize | GitHub profile for recruiters |
| job-alerts | Automated job matching |
Why 49K★?
Because job hunting sucks, and Career-Ops makes it suck less. It reduces the 4-6 hours per application to ~10 minutes. The quality is good enough that recruiters have commented on how tailored the applications look.
Installation
# Requires Claude Code
pip install career-ops
# Or from source
git clone https://github.com/santifer/career-ops
cd career-ops
pip install -e .
My Take
This is one of those tools where the star count makes perfect sense. Everyone who has ever job hunted knows the pain of customizing 50+ applications. Career-Ops doesn't just save time — it makes you look better to recruiters.
The Go dashboard is a nice touch. Being able to see all your applications, their status, and generated materials in one place beats managing a dozen folders.
49K★ well earned.
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