Cursor Job Search Automation

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Shortlist refreshed by the search agent — ask Cursor: “run my Cursor job search”.

The pipeline

  1. Search — say “run my Cursor job search”. Agent refreshes the Job Board from company career portals (never Indeed).
  2. Select — tick jobs → I want to apply to these. Each job gets applications/<id>/resume.md (copy of your base resume) + jd.txt.
  3. Tailor resume — in the Selected Jobs tab: paste the job description, edit the resume, click Run ATS check. Target ≥ 80% coverage. Or ask Cursor “tailor resume for selected jobs” (follows RESUME-TAILOR.md).
  4. Apply yourself — open print view → Save as PDF → go to the company portal and submit manually.

ATS scoring

npm run ats -- applications/<id>/jd.txt applications/<id>/resume.md — or use the in-app Run ATS check button.

Truthfulness

Tailoring rewords and reorders only — never fabricates experience. You apply on company sites yourself; this tool prepares the resume.