Find Job
Category: Career · Difficulty: High · Tags: job-search · applications · interviews
What it does
Run a full job-search pipeline for a candidate. Source openings from every major board, shortlist against a profile, research companies, tailor resumes and cover letters, submit applications, track follow-ups, and prep for interviews. Designed as a daily-loop skill — the agent works the pipeline every day you invoke it.
Steps
| # | Step | What happens |
|---|---|---|
| 0 | Build the candidate profile | Captures skills, targets, logistics (location, salary, remote), compensation needs, deal-breakers. |
| 1 | Plan the day | Sets today’s goals (e.g. source 15 openings, shortlist 5, apply to 3, follow up on 2). |
| 2 | Source job openings | LinkedIn, Indeed, Glassdoor, Hacker News, Lever, Greenhouse, Otta, Remotive, plus any industry-specific boards. |
| 3 | Shortlist best-fit openings | Rank against profile; surface top N with a reason-to-apply. |
| 4 | Research shortlisted companies | Pull company size, funding, Glassdoor reviews, recent news, interviewer LinkedIn profiles. |
| 5 | Tailor resume + cover letter | Adjust bullets + framing per role; save versions to the workbook. |
| 6 | Submit applications | Fills out application forms in Firefox, uploads tailored PDFs, captures confirmation. |
| 7 | Track + follow up | Pings recruiters after 5 days of silence; responds to interview requests; maintains status column. |
| 8 | Interview preparation | Builds a role-specific prep sheet (likely questions, STAR answers, company-specific talking points). |
| 9 | End of day reflection | Logs what worked, what stalled, what to adjust tomorrow. |
LinkedIn inbox handling
If Gmail is connected (see channels) and the user says “apply to the jobs LinkedIn sent me”, the agent opens Gmail, inspects LinkedIn job-alert emails, clicks through to the actual posting, and completes the application on the company’s ATS. It does not reply via email unless explicitly asked.
How to invoke from Claude Desktop
do("Run find-job for me today. Target: senior SWE, remote-first,
$180-220k, startups Series A-C. Source 15, shortlist 5, apply to 3.")Or:
“Find-job mode. Yesterday you applied to 3 — follow up on those, then do today’s batch.”
Artifacts produced
jobs.xlsx— withprofile,sourced,shortlisted,applied,follow-ups,interviewssheets.- Tailored resume + cover-letter PDFs, one per application, saved under
artifacts/resumes/. - Interview prep sheets attached to calendar events when an interview is scheduled.
Full source
cto-gui-libvirt-backend/app/services/agent_skills/find-job.md.