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How It Works

  1. Open the toolkit folder with your LLM tool (Claude CLI, Claude Desktop, Cursor, etc.)
  2. Copy the prompt from the toolkit into the chat
  3. The LLM will:
    • Navigate to the job application sites you specified in the prompt
    • Search and filter job postings based on the preferences you configured in the Toolkit
    • Fill out application forms using your personal information
    • Record all application details for tracking
    • Save any questions it encounters but doesn’t know how to answer
    • Log all decision-making processes (viewable in the Logs module)
Review your recent applications and customize the prompt to refine how the AI handles specific scenarios. This helps improve accuracy and match your application style over time.

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Video Examples

Claude CLI

Automated applications using Claude CLI

Claude Desktop

Automated applications using Claude Desktop

Cursor

Automated applications using Cursor IDE