Job Hunt System

Job Hunt System An architecture diagram generated by Archify. User · Job Seeker · Architecture component User Job Seeker Claude Commands · /scrape /rank /apply · Architecture component Claude Commands /scrape /rank /apply Job Scrapers · TypeScript CLI · Architecture component · LinkedIn + FreeHire Job Scrapers TypeScript CLI LinkedIn + FreeHire Seen Jobs · seen_jobs.json · Architecture component Seen Jobs seen_jobs.json Fit Evaluator · 2 gates + 5 dimensions · Architecture component Fit Evaluator 2 gates + 5 dimensions User Profile · profiles/amed/ · Architecture component · MD + LaTeX User Profile profiles/amed/ MD + LaTeX Document Drafter · CV + Cover Letter · Architecture component Document Drafter CV + Cover Letter LaTeX Compiler · MiKTeX · Architecture component · moderncv LaTeX Compiler MiKTeX moderncv ATS Checker · PDF validation · Architecture component ATS Checker PDF validation Applications · applications.csv · Architecture component Applications applications.csv CLI /scrape store /rank read evaluate qualified jobs read .tex PDF validated Legend Backend Database External

Discovery

  • • TypeScript CLI scrapers for LinkedIn and FreeHire
  • • Deduplication via seen_jobs.json

Evaluation

  • • 2-gate filter + 5-dimension scoring
  • • Profile-aware fit assessment

Document Generation

  • • Drafter-reviewer pattern
  • • LaTeX moderncv templates
  • • ATS-friendly validation