ShenSeanChen/waku-agent ? reverse-engineered prompt

Build me a local first personal AI assistant that runs on my laptop and feels simple enough that I could understand the whole thing after reading the code for an afternoon.

I want to talk to it in the terminal and also in a local browser dashboard, with the same brain behind both. It should remember useful things in a single SQLite database, like preferences, past conversations, and reusable skills, and only save memory when it decides something is worth keeping. It should be able to call tools for practical things like checking a calendar, making events, searching the web, and answering from stored data instead of making things up.

Please include a visible step by step turn loop, a live dashboard that shows what it is doing, and built in evals so I can test whether changes make it better. Make it provider agnostic so I can plug in a model key I already have. Keep it local, readable, and lightweight, and look up current docs online if you need to.