Hey everyone! The “MY taste engine” is a personal AI project that I’m very proud of. I uploaded everything on GitHub. I recently pulled all my GDPR/CCPA data exports (Spotify, YouTube Video, YouTube Music, Xbox, Playstation, Amazon Video, Amazon Purchase history, Letterboxd) and built a unified personal timeline and recommendation engine in a SQLite database. By law (GDPR/CCPA), tech giants are required to give you your behavioral data! With this information I built the entire architecture through conversational collaboration with my OpenClaw agent, but the coolest part is how it actually runs in production. Instead. of just being an IDE copilot, the OpenClaw agent is the engine. Here’s a sample of questions my taste taste engine can answer: -"Would I like the new Paul Thomas Anderson film? Analyze my Letterboxd ratings and tell me why.” -“What movies did I watch on the days I bought shoes on Amazon?” -“What video game have I spent the most time on in 2025? Recommend a similar game!” -“Suggest a horror movie that I own digitally or on one of my streaming services that I haven’t seen, but you think I’d like?” -“What foods will I like on this menu” (photo provided) -“What is the last movie I’ve seen with my wife” It’s incredibly powerful and it works! T I set up a 4-layer architecture: Chat Layer: (Me talking to the agent) Intent Router: OpenClaw classifies the query on the fly (Database, Vibe, or Judge paths). Domain Logic: OpenClaw generates the SQLite queries against my timeline data or evaluates my taste. Execution: Pure Python post-processing (like taking the LLM’s song choice and pushing it directly to my active Spotify device). I stripped out most of my personal data and open-sourced the architecture, the schema, and the Python routing scripts I built to show how the agent handles the logic. Repo is here with documentation: https://github.com/popmegaphone-byte/my-taste-engine Here’s an example of how to request your data via GDPR/CCPA: Amazon (Purchases & Prime Video): Go to Account -> “Request Your Information” -> Select “Your Orders” and “Prime Video” to get your shopping and watch history. Has anyone else been using OpenClaw as a live production router for their personal data? submitted by /u/PopMegaphone
Originally posted by u/PopMegaphone on r/ArtificialInteligence
You must log in or # to comment.