ai-job-search
The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews
What is ai-job-search?
The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
Overview of ai-job-search
What it is
An AI-powered job application framework built on Claude Code. It is a structured workflow that turns Claude Code into a full-stack job application assistant. The core workflow (self-profiling, fit evaluation, and the drafter-reviewer application pipeline) is language- and country-agnostic. The job portal search skills are built for the Danish market (Jobindex, Jobnet, Akademikernes Jobbank, etc.), but the pattern is designed to be swapped for your local job boards.
Key features
/setup– fill in your profile via documents, pasted CV, or interview -/scrape– search multiple job portals, deduplicate results, and present matches sorted by fit -/apply– evaluate fit, draft CV + cover letter, review with a second agent, revise, and present final output -/interview– prepare for scheduled interviews with stage-specific prep packs -/outcome– record application outcomes and archive submitted materials - Structured evaluation criteria, forward-looking cover letter framing, and optional salary benchmarking - ATS parseability check usingpypdfor Popplerpdftotext
Use cases
- Automating a personal job search by evaluating postings, tailoring CVs, writing cover letters, and preparing for interviews - Running the workflow weekly on one's own career (the author reported 69 tailored applications, 20 first interviews, and one signed contract)
- Adapting the framework to local job boards by swapping the portal search skills
Getting started
bash gh repo fork MadsLorentzen/ai-job-search --clone cd ai-job-search for tool in jobbank-search jobdanmark-search jobindex-search jobnet-search linkedin-search freehire-search; do (cd .agents/skills/$tool/cli && bun install) done claude # Then inside Claude Code: /setup /scrape /apply https://jobindex.dk/job/1234567
License and pricing
Licensed under MIT. The project is open source and free to use. (Note: Claude Code itself requires a Claude Pro/Max/Team subscription or Anthropic API credits, but that is an external dependency.)
Based on the project's public README and repository metadata.
