AI Spec Generation from URL

Navigate to a live web application, discover its interactive elements, identify the primary user journey, and generate a complete demo-machine YAML spec with narration.

Input

• $ARGUMENTS should start with a URL (required), optionally followed by a description of what to demo.
• Examples:
  • /demo-from-url http://localhost:3000
  • /demo-from-url http://localhost:3000 Show the task management workflow
  • /demo-from-url https://myapp.example.com Demonstrate user signup and first project creation

Discovery Process

1. Reconnaissance

First, understand the app by navigating to the URL and inspecting the page: