Building My Personal AI Recommendation Engine: When Decision Fatigue Meets Claude
Outsource the heavy thinking. Keep the choosing. A tiny, repeatable loop beats infinite scrolling on a foggy day. Quick Path ⚡ Pick one domain. Books, groceries, or shows. Start narrow. List 20 real examples. Add why you liked it in 3–8 words. Paste the Prompt Kit. Run Analyst → Evaluator → Summarizer → Ranker. Choose one pick. Time‑box 5 minutes. Stop after the first good answer. Log the result. Save the pick + a one‑line reason to your notes. Full Path 🛠️ Phase 1 — Prepare your seed data (10–15 min · Easy) Choose a domain: streaming, books, groceries, or gadgets. Gather 20–40 items you actually chose or enjoyed. Add micro‑reasons after each item: “reduced strain,” “fast weeknight,” “cozy mystery.” Keep it local in a note first. Paste to AI only what you’re comfortable sharing. Alt text: Prepare seed data — past items and short reasons listed — notes app. ...