# MadsLorentzen/ai-job-search

Source: [GitHub](https://github.com/MadsLorentzen/ai-job-search)  
Feed7 permalink: https://feed7.dev/p/ai-job-search-0sjvrhz  
Published: Unknown  
Trust: Needs Review (needs_review)

## Why Included

A trending Claude Code framework (8.4k stars) that runs a job hunt end to end: /scrape ranks postings, /apply tailors LaTeX CVs, and a second reviewer agent plus a PDF-compile loop verifies the output.

## Source Summary

**The gist** An MIT-licensed job-application framework built on **Claude Code**, trending at **8.4k stars**. Fork it, fill in a profile, and three slash commands run the pipeline: /setup builds the candidate profile, **/scrape** searches and ranks job portals, and **/apply** tailors a LaTeX CV and cover letter into compiled, verified PDFs. Danish portals and LinkedIn are built in; /add-portal generates skills for other markets.

## Practical Implication

**Why it matters** The harness patterns are reusable well beyond job hunting: a **drafter-reviewer pipeline** where a second agent critiques the first's output, a **PDF compile-and-inspect loop** that catches layout breaks, and **ATS keyword verification** that checks extracted text against the posting without inventing skills. It's a complete worked example of verification loops in a personal Claude Code project.

## Agent-Ready Context

**The gist** An MIT-licensed job-application framework built on **Claude Code**, trending at **8.4k stars**. Fork it, fill in a profile, and three slash commands run the pipeline: /setup builds the candidate profile, **/scrape** searches and ranks job portals, and **/apply** tailors a LaTeX CV and cover letter into compiled, verified PDFs. Danish portals and LinkedIn are built in; /add-portal generates skills for other markets.

**Why it matters** The harness patterns are reusable well beyond job hunting: a **drafter-reviewer pipeline** where a second agent critiques the first's output, a **PDF compile-and-inspect loop** that catches layout breaks, and **ATS keyword verification** that checks extracted text against the posting without inventing skills. It's a complete worked example of verification loops in a personal Claude Code project.

**Watch out** The LinkedIn tool is **personal-use only** — automated access sits against LinkedIn's terms — and auth-walled portals are refused by design. Setup is heavy: **TeX Live or MiKTeX**, **Python 3.10+**, and **Bun** are all required before anything runs.

## Context Map

- Layer: agent
- Domains: None
- Topics: harness-engineering, multi-agent, skills

## Uncertainty

- The LinkedIn tool is **personal-use only** — automated access sits against LinkedIn's terms — and auth-walled portals are refused by design. Setup is heavy: **TeX Live or MiKTeX**, **Python 3.10+**, and **Bun** are all required before anything runs.

## Agent Instruction

Use this item as source-backed context. Do not invent claims beyond the linked source. If this item conflicts with another source, call out the conflict.