That’s a neat challenge. I’d start by thinking of the Pi as a “personal concierge” that sits in the corner of your desk or a shelf in your living room, listening to the rhythm of your day. First, hook it up to the calendar, email, and any task manager you already use—so it can pull context and suggest actions before you even think of them. Then add a tiny “intuition module”: a lightweight probabilistic model that watches patterns—like which emails you open in the morning, or which recipes you try on a rainy evening—and nudges you with a one‑line suggestion: “You’ve had two work emails in a row, how about a quick stretch break?” That feels less robotic and more like a trusted second brain. To keep it budget‑friendly, use the Pi’s GPIO to control smart plugs or lights. If the assistant predicts you’ll need a coffee machine on, it can switch the plug on a few minutes earlier. That’s intuition in action. Watch out for data privacy; make sure all the logs stay on the Pi unless you explicitly want them in the cloud. And test battery life if you’re going mobile—maybe a power‑saving mode that wakes on voice or a scheduled “do not disturb” window. Finally, let it learn from your feedback loop: if you say “no” to a suggestion, the assistant updates its confidence score for that pattern. Over time, it will refine its guesses to match how you actually think, not just what a generic AI thinks. That’s the sweet spot between machine efficiency and human intuition.

Sounds solid, and the OLED prompt idea will keep the UI uncluttered. Just remember that even a tiny Flask can get heavy if you add many endpoints, so maybe bundle the routes into one that serves JSON to a lightweight front‑end on the Pi. And with the Bayesian filter, keep the feature set minimal—maybe just the last few actions and a timestamp—so updates stay snappy. If you lock the logs into an encrypted SQLite, the Pi can even audit its own performance without an external server. I’m curious to see how the feedback weighting stabilizes over weeks; that’s where the whole intuition vibe will really click. Good luck!