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Job-Search-Agents

thesternern

AI-powered job search pipeline: multi-source scraping, Claude-based scoring, and automated resume/cover letter generation.

Open thesternern/Job-Search-Agents → On the boundary of the four rules.

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Aboutthesternern/Job-Search-Agents

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README.md

A Python pipeline that automates job searching, scoring, and application material generation. It searches multiple job boards, uses Claude AI to evaluate fit, and provides a local web interface for reviewing jobs and generating tailored resumes and cover letters.

What You'll Need (Overview)

  • A computer running macOS or Windows
  • Python 3.10 or newer
  • VS Code (recommended editor)
  • Claude Code (AI assistant inside VS Code)
  • Two API keys: Anthropic and SerpAPI

This guide walks through each step from nothing to running.

Step 1 — Install VS Code

VS Code is the code editor you'll use to manage and run this project.

  • Go to
  • Click Download for your operating system (Mac or Windows)
  • Open the downloaded file and follow the installer
  • On Mac: drag VS Code to your Applications folder. On Windows: run the .exe installer.
  • Open VS Code once installed — you should see the welcome screen

Step 2 — Install Python

The pipeline runs on Python 3.10 or newer.

Check if you already have it: Open a terminal (in VS Code: View → Terminal) and type:

If you see Python 3.10.x or higher, skip to Step 3.

  • Go to
  • Click the big yellow Download Python button
  • Run the installer
  • Important on Windows: check the box that says "Add Python to PATH" before clicking Install
  • After installation, confirm it worked: open a new terminal and run python3 --version

The repository's own description, then 18% of its README. Read the rest on GitHub ↗

Read from the repository's git tree on 2026-08-17.