When AI Skills Learn—and Forget: Designing a Reliable Evolution Framework
A small change to my HTML-to-Markdown skill fixed one case but silently broke another. This post shares a practical framework for helping AI skills improve without forgetting: two levels of memory, two forms of evidence, a four-step workflow, and two...