I turned my daily job hunt into a semi-automated workflow in Cursor.

A job seeker built a Cursor-based workflow to scan LinkedIn alerts, save and score job listings, and track them in applications.csv.

The system tailors a truthful resume from base-resume.md, exports PDFs, and pre-fills forms with Browser MCP and Easy Apply.

Cursor also helps draft runbooks and automate repetitive steps, but the user still reviews everything and submits applications manually.

The approach speeds up job hunting while preserving human judgment on whether to apply and avoiding duplicate applications.