TencentCloud/tencentdb-agent-memory ? reverse-engineered prompt

Build me a local first memory system for AI agents that helps them stop repeating the same work over and over.

I want a simple setup I can run on my own machine that gives agents a shared memory hub, a web panel to view and manage memories, and a proxy that lets different tools and agents connect without changing much. It should store useful things from chats, docs, and code, then turn them into reusable memories like preferences, skills, project notes, and code knowledge. I also want it to work across multiple agent frameworks so the same memory can be shared by different assistants.

Make the experience feel easy, with one command to start everything, clear install steps, and a clean interface for seeing what the system has learned. If you need to check current docs or best practices online, go ahead. The main goal is to make an AI team remember context, reuse knowledge, and save time across sessions.