Somebody built a Claude Code workflow that connects your profile, job posts, and application drafts. 5.7K+ Github stars.

a repeatable job-application machine with saved instructions, profile files, scraper tools, LaTeX templates, and review steps.

You first run /setup, which builds a detailed profile from your CV, documents, or interview answers.

Then /scrape searches job boards, removes duplicates, and ranks jobs by fit against your profile.

Then /apply <url> reads a job post, compares it with your real experience, and creates a tailored CV and cover letter.

It loops after drafting: one Claude agent writes, another reviews the draft, then the first revises it.

It also compiles the CV and cover letter as PDFs, checks layout problems, and fixes them until the output is clean.