ppipebombb/ckg-ai ? reverse-engineered prompt

Build me a working full stack app for an AI assisted content and data workflow.

I want a Python backend, a customer facing chatbot, an internal dashboard for managing things, and a shared frontend layer so the UI feels consistent. There should also be scraper support and a loop agent that can run repeated tasks or retries in the background. Make it easy to run locally with Docker Compose, and include a clear example env file so I can get started without guessing.

Keep the first version simple but complete enough that I can actually launch it, open the chatbot, see the dashboard, and connect the pieces together. If you need to, look up current docs online for the best way to wire things up. Please make the code clean and leave sensible defaults so I can customize it later.