Browse / Job hunt / career-ops
career-ops
Gaurang1745
AI job-search pipeline — 2-phase prefilter, LaTeX CV generation, Opus A-G evaluation with score checkpoint.
Open Gaurang1745/career-ops → Matched by file structure only.
Works with any agent
ships AGENTS.md, the cross-tool instruction file.
In its own words
Personal fork of santifer/career-ops.
I spent months applying to jobs the hard way. So I engineered the system I wish I had. Companies use AI to filter candidates. I gave candidates AI to choose companies. Now it's open source.
740+ job listings evaluated · 100+ personalized CVs · 1 dream role landed
What Is This
Career-Ops turns any AI coding CLI into a full job search command center. Instead of manually tracking applications in a spreadsheet, you get an AI-powered pipeline that:
- Evaluates offers with a structured A-F scoring system (10 weighted dimensions)
- Generates tailored PDFs -- ATS-optimized CVs customized per job description
- Scans portals automatically (Greenhouse, Ashby, Lever, company pages)
- Processes in batch -- evaluate 10+ offers in parallel with sub-agents
- Tracks everything in a single source of truth with integrity checks
Important: This is NOT a spray-and-pray tool. Career-ops is a filter -- it helps you find the few offers worth your time out of hundreds. The system strongly recommends against applying to anything scoring below 4.0/5. Your time is valuable, and so is the recruiter's. Always review before submitting.
Career-ops is agentic: Claude Code navigates career pages with Playwright, evaluates fit by reasoning about your CV vs the job description (not keyword matching), and adapts your resume per listing.
The repository's own description, then 25% of its README. Read the rest on GitHub ↗
Where it came from
Read from the repository's git tree on 2026-08-17.