Lesson 8: Rules, Skills, Memory and Reusable AI Instructions

Should an AI coding agent receive every instruction you have ever written every time it changes one file? More information can improve a decision, but it can also hide the few rules that matter now. The central idea is to give an agent appropriate information at the appropriate time: stable project expectations remain available, while detailed specialist guidance appears when its task requires it.