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.
Job Searching Doesn’t Have to Be Painful#
Ever spent your entire Sunday writing cover letters? AI Job Search is an AI-powered job application framework that turns Claude Code into a full-stack job application assistant.
[!NOTE] Created by a geophysicist who lost their position, this framework helped them land a job as an AI Engineer. 69 tailored applications, 20 first interviews, one signed contract.
What Is AI Job Search?#
A structured workflow turning Claude Code into a job search assistant:
flowchart LR
A["/setup"] --> B[Fill in your profile]
C["/scrape"] --> D[Search job portals]
E["/apply URL"] --> F[Evaluate fit + Tailor CV + Cover Letter]
F --> G[Reviewer agent critiques]
G --> H[Final output]
Core Commands#
| Command | Description |
|---|---|
/setup | Fill in your profile |
/scrape | Search multiple job portals |
/apply <url> | Evaluate fit, draft CV + Cover Letter |
/interview | Prepare for interviews |
/outcome | Record application outcomes |
Installation#
gh repo fork MadsLorentzen/ai-job-search --clone
cd ai-job-search[!TIP] The core workflow (self-profiling, fit evaluation, application pipeline) is language- and country-agnostic. Job portal search skills are built for the Danish market but designed to be swapped.
Conclusion#
AI Job Search proves AI can meaningfully help with job searching. The framework got its creator hired — now it’s yours.
🔗 Repository: github.com/MadsLorentzen/ai-job-search ↗