AI Job Search Automation Workflow

69 applications. 20 first interviews. 1 signed contract. Every one of those applications used to mean the same hour of work. Read the posting, open your CV, cut the parts that don't fit, rewrite the summary, upload. Then do it again tomorrow for a posting that closes on Friday. Someone ran that entire process through Claude Code instead, got hired, and open-sourced the system that did it. It's called AI Job Search. MIT licensed, 33.4k stars, 11.7k forks. 3 commands run the core loop: /setup reads your CV, LinkedIn export, and old applications, and builds your profile /scrape searches job portals and ranks matches by fit /apply evaluates the posting, drafts a tailored CV and cover letter, then spawns a second agent to critique the drafts before revising 10 more commands handle interview prep, outcome tracking, follow-ups, and skill-gap analysis.