ai-job-search

An AI-powered job application assistant with two interfaces: a CLI workflow via Claude Code slash commands, and a web app (Next.js + Claude API) deployed on Fly.io.

Quick start

Web app

The web app provides a chat interface backed by Claude (via AWS Bedrock), with user auth (Clerk), conversation persistence (SQLite), rate limiting, and admin tooling.

How /apply works

• Parse posting → evaluate fit against profile
• Draft CV + cover letter in LaTeX
• Reviewer agent critiques (separate context, fresh company research)
• Revise → compile PDFs → visual inspection loop (page count, orphans, fonts)
• ATS check: extract text layer, verify keywords and parseability
• Present final output with verification checklist

Key properties: never fabricates skills, relevance-weighted cutting when CV overflows, PDF layout iteration until clean.

Prerequisites

• Bun (job portal scrapers)
• LaTeX with lualatex + xelatex (TeX Live or MiKTeX)
• Python 3.10+ (salary benchmarking)
• Optional: pdftotext from poppler (ATS text-layer check)