tchjhnsn/reflect ? reverse-engineered prompt

Build me a working open source app that helps someone keep a persistent memory of their thoughts, observations, conversations, and reflections, then turns that into useful insights with AI.

I want the core to be a Python based memory graph engine, with a backend API that can store user data, organize it by workspace, and support live conversation plus basic analytics. It should take in journal style entries or chat inputs, turn them into structured signals and clusters, connect related ideas in a graph, and generate thoughtful reflection or insight summaries from that graph.

Please keep it transparent and easy to inspect, so I can understand how the system is making connections. Use the existing project structure if it helps, and look up current docs online if you need to. I also want it to be set up so it can grow later into a fuller product, with clean separation between the reasoning engine and the API.