AI Job Search — the job hunt that runs on your machine
Open-source Claude Code framework that turns job hunting into an agentic pipeline: scrape portals, score fit, tailor CV and cover letter with a drafter-reviewer loop, prep interviews, sync outcomes to Notion/Gmail.
Why it matters
The author ran it on his own career — 69 tailored applications, 20 first interviews, 1 signed AI-engineer contract — then open-sourced it. The /apply workflow treats postings as untrusted input, checks ATS parseability of the actual PDF text layer, and calibrates fit scoring from real outcomes.
What you could build with it
A career coach for tech professionals could productize this framework as a guided service: clients run their search through the /setup → /scrape → /apply pipeline with honest fit scoring while the coach reviews the drafter-reviewer outputs — turning a weekend tool into a paid, outcome-based job-search program.
Does it hold up?
Strongest real-world evidence of the batch: the author's own funnel (69 → 20 → 1 signed contract as an AI engineer), two independent LinkedIn writeups, and a downstream skills-vendor integration. Caveat: portal search skills are Danish-market-first (Jobindex, Jobnet) — the pattern is designed for swapping in local job boards.
Built with AI Job Search
- CLAUDE CAN FIND YOU A JOB! — José Siles (LinkedIn)LinkedIn · Viral post (23 comments) walking through the funnel — 69 applications, 20 first interviews, 1 signed contract — highlighting the drafter-reviewer agent loop and the ATS text-layer check.
- PhD Geophysicist Creates AI Job Application System — Nitin K. (LinkedIn)LinkedIn · Second independent writeup describing the two-agent adversarial loop (one writes, one plays skeptical hiring manager) as the difference between obviously-AI and natural applications.
- MadsLorentzen/ai-job-search on There's An AI For Thattheresanaiforthat.com · Directory listing mirroring the repo, crawled within the last few days — a sign of current discovery momentum.
- opencue/claude-code-skillsgithub · Wired the ai-job-search skill into a dedicated opencue profile (vendored in the skills submodule) — a real downstream integration of the framework as a reusable skill.
Learn more
First spotted on github: source.
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