How to automate a job search with AI agents

3 real setups for a job search, most-discussed first. Steps come from each source; the full prompt is one click away.

Quick answer

3 real setups on agentsetups show how people automate a job search with AI agents. Agents used: Claude (3), Hermes Agent (1).

Fastest start (from Apply to 50 jobs in 2 weeks with tailored materials by Noah):

  1. Find recently posted jobs that match my profile.
  2. For each, write a custom resume, cover letter and a cold email to the recruiter or decision maker.
  3. Variant (Job Search OS skills): /job-fit-scorer, /resume-tailor (only real experience), /referral-request, /interview-prep, /interview-debrief.

Last updated · based on 336 use cases on agentsetups, each credited to its author.

1. Apply to 50 jobs in 2 weeks with tailored materials

Hermes finds fresh postings and writes a custom resume, cover letter and recruiter email; 2 interviews, 1–2 min each.

  1. Find recently posted jobs that match my profile.
  2. For each, write a custom resume, cover letter and a cold email to the recruiter or decision maker.
  3. Variant (Job Search OS skills): /job-fit-scorer, /resume-tailor (only real experience), /referral-request, /interview-prep, /interview-debrief.

Claude, Hermes Agent · by Noah (X post, 21 Sep 2026) · source

2. Run a job search on Cowork scheduled tasks

Apps Script scrapes ~9,000 career pages; Cowork matches roles, keeps an interview tracker from Gmail and drafts follow-ups. 3 offers.

  1. Scrape career pages with Apps Script inside the sheet, not with the agent.
  2. Have Cowork match new roles, open the best ones in tabs each morning, and keep an interview tracker current from Gmail and calendar.
  3. Have it draft a recruiter follow-up after each application and save it to Gmail for review.
  4. When writing into Sheets via Claude in Chrome: plain text only, map columns by header name.
  5. Keep each automation as a markdown skill file; when it breaks, give Claude the file and the error to fix it.
  6. Do the applications yourself.

Claude · tools: Google Sheets, Apps Script, Gmail, Claude in Chrome · by /u/Lovamelin (Reddit, 13 Oct 2026) · source

3. Have Claude Code read job postings against your CV

A coding agent pulls the day’s postings with a CLI, reads each against your résumé and preferences, and lists good fits with reasons.

  1. Install the CLI and let your coding agent run its welcome guide.
  2. Schedule a daily pull of new postings.
  3. Have the agent read each posting against your résumé and preferences and write a verdict with its reasoning.
  4. Check the list of good fits each morning and apply yourself.

Claude · tools: Pinloop CLI · by /u/parfumparrot (Reddit, 16 Sep 2026) · source

Questions people ask

Which AI agent is best for automating a job search?

In the 3 setups here, the agents named are Claude (3), Hermes Agent (1). That is what people used, not a quality ranking.

What do I need to automate a job search with an AI agent?

An agent (Claude, Hermes Agent are the most common here). Each setup lists only the tools its source states.

Is there a prompt I can copy?

Yes. Every use-case page has a copyable prompt with the steps embedded and a “Based on” credit line, for example Apply to 50 jobs in 2 weeks with tailored materials.

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