Agent Feedback Loop Playbook

A feedback-loop system that turns a generic AI assistant into your assistant. Capture corrections the moment they happen, run a weekly tune-up that converts complaints into concrete fixes, write those fixes to memory or custom instructions, verify they took, then compound them into standing instructions. Every section ships as copy-paste prompts your Ally runs with you — if you can copy and paste, you can train your AI.