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MA

MadsLorentzen/ai-job-search

AI Agent

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.

24k Stars7.9k Forks7 Open Issues24k WatchersTypeScriptMIT
AI AgentLLM ToolUI Framework
Source and compliance noteLast synced: Jul 21, 2026

Git-Stars is independent and not affiliated with GitHub or this project. Analysis may be AI-assisted and based on public repository metadata plus short README-derived summaries. We do not mirror full README files, docs, issues, or social comments.

Original GitHub sourceMethodologyEditorial Policy
Editorial Evaluation

MadsLorentzen/ai-job-search is tracked as a TypeScript project in the AI Agent, LLM Tool, UI Framework area. This evaluation combines public GitHub metadata, category signals, short source summaries, and Git-Stars editorial rules rather than copying project documentation.

Momentum check: the repository has 24k total stars, with +0 today, +0 this week, and +21k this month. These growth windows help distinguish durable adoption from short-lived visibility spikes.

Maintenance check: current activity is Active; the latest push was 1 days ago, and the open issue queue is 7, about 0.03% of total stars. Treat this as an adoption signal, not a substitute for engineering due diligence.

Adoption check: 7.9k forks and 24k watchers suggest how often the project is reused or followed. License signal: MIT. Always verify license compatibility before commercial or internal use.

Practical fit: this project is most relevant when you need AI prototypes, LLM workflows, and agent-style applications. Be cautious when you need a legal review, security audit, or production SLA.

Source check: Git-Stars currently has 2 explicit source reference(s) for this report and a recent growth signal of 21k. Follow the original GitHub repository for final install, security, and release information.

Best For
  • AI prototypes, LLM workflows, and agent-style applications
  • TypeScript teams evaluating ecosystem-native tooling
  • teams that prefer mature projects with broad adoption signals
  • use cases where recent maintenance matters
Avoid When
  • you need a legal review, security audit, or production SLA
Adoption Signals

Momentum

24k Stars

Reuse

7.9k Forks

Attention

24k Watchers

Maintenance

active

License

MIT

Open issues

7

Overview

AI Job Search is an AI-powered job application framework built on Claude Code that automates job searching, application tailoring, and interview preparation. It allows users to fork the repo, fill in their profile, and let Claude evaluate job postings, tailor CVs, write cover letters, and prepare for interviews.

Key Features

- Structured workflow: /setup, /scrape, /apply, /interview commands for a complete job search pipeline - Language- and country-agnostic core workflow with customizable job portal search skills - Includes fit evaluation, salary benchmarking, ATS parseability checks, and a drafter-reviewer application pipeline

Tool Positioning

AI Agent

Agent frameworks, autonomous workflows, and tool-use systems

LLM Tool

Libraries and tools for LLM apps, RAG, prompts, and evals

UI Framework

Frontend frameworks, design systems, and interface libraries

Quick Start
gh repo fork MadsLorentzen/ai-job-search --clone && cd ai-job-search
View on GitHub
Project Activity

100

Health Score

Active

Commit Activity

Mar 18, 2026

Created

Jul 20, 2026

Last push

Source Trail

GitHub repository metadata

metadata

GitHub README

readme_summary

Star History

+0

Today's growth

+0

7-day growth

+0

30-day growth

Jul 21, 2026Jul 21, 2026
Community Health
7.9k

Forks

7

Open

24k

Watchers

Owner
MA

MadsLorentzen

GitHub profile
Topics & Language
TypeScriptaiai-agentscareerclaude-codecover-lettercvinterview-preparationjob-applicationjob-huntingjob-searchlatexresume
Ecosystem & Usage
GitHub Repository Search on npm
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License
MIT
CreatedMar 18, 2026
Last pushJul 20, 2026
Last syncedJul 21, 2026
Community Standards

✓

License

✓

Forked

✓ Active

Maintained

AI AnalysisAnalyzed by Git-Stars

Problem Solved

Unlike generic AI tools or job-search platforms, this framework gives users full ownership and control over their job search data and process, while automating repetitive tasks like tailoring applications. It solves the problem of scaling personalized applications without sacrificing quality or privacy, and it encodes career guidance best practices directly into the workflow.

Capabilities

Developers can build a fully automated job search pipeline that scrapes local job boards, evaluates postings against their profile, generates tailored CVs and cover letters in LaTeX, and prepares interview questions. Real-world use cases include applying to dozens of jobs with minimal manual effort, maintaining consistent personal branding, and iterating on application materials based on reviewer feedback. The ceiling is a complete, self-hosted job search engine that adapts to any language or country by swapping portal search skills.

Bottom Line

This framework is ideal for technically proficient job seekers who want to automate and scale their application process while retaining full control over their data. It is not suitable for non-technical users or those who prefer a fully managed service. The key trade-off is between the power of automation and the upfront setup effort required.

Full AI Analysis