I Built a Multi-Agent Job Search System with Claude Code — 631 Evaluations, 12 Modes

I sold my business after 16 years and went all-in on AI. Week one of the job search: read JDs, map skills, customize CV, fill forms. Everything manual, everything repetitive. By week two I stopped applying. I was building the system that would do it for me. 631 evaluations later, Career-Ops makes more filtering decisions than I do. What I Built A multi-agent system with 12 operational modes, each a Claude Code skill file with its own context and rules. Not a script — an agent that reasons about the problem domain. The key architectural choice: modes over one long prompt . career-ops/ ├── modes/ │ ├── _shared.md # North Star archetypes, proof points │ ├── auto-pipeline.md # Full pipeline: JD → eval → PDF → tracker │ ├── oferta.md # Single-offer evaluation (A-F) │ ├── batch.md # Parallel processing with workers │ ├── pdf.md # ATS-optimized CV per offer │ ├── scan.md # Portal discovery │ ├── apply.md # Playwright form-filling │ └── ... (12 total) ├── reports/ # 631 evaluation files ├── ou