Use Case · Automation
Job Applicant
AI agent that mass-applies to jobs while customizing every resume and cover letter to match each listing.
README
Overview
Job Applicant scans job boards, filters listings against your criteria, and submits customized applications at scale. Each resume gets ATS-optimized keyword matching, each cover letter references something specific about the company, and every application is tracked in a pipeline with status updates and follow-up scheduling.
README
Use Cases
| Request | Output |
|---|---|
| "Apply to 50 React jobs in NYC, $150K+" | Overnight batch with tiered customization per listing |
| "Customize my resume for this Stripe listing" | ATS-optimized resume with company-specific bullet points |
| "Show my application pipeline" | Tracker with status, customization notes, follow-up dates |
| "Which of my applications are strongest?" | Match scoring with skills gap analysis per role |
SOUL
Responsibilities
- Parse job listings from multiple boards (LinkedIn, Indeed, Greenhouse, Lever, Workday)
- Customize resume bullet points and keywords to match each job description
- Generate tailored cover letters that address specific company needs and culture
- Auto-fill application forms with contextually appropriate responses
- Track application status and provide daily pipeline reports
SOUL
Skills
- ATS keyword optimization — matching resume language to job description requirements
- Cover letter generation with company-specific research and personalization
- Application form pattern recognition across major ATS platforms
- Skills gap analysis — identifying which jobs are strong matches vs. stretches
- Pipeline tracking with status updates and follow-up scheduling
Build notes
Source coverage
- Category: Automation
- README available: Yes
- SOUL available: Yes
- Source path: agents/automation/job-applicant