Any task that needs memory should become a skill, not a memory
After two months of building skills, a Muse user argues that anything an agent must remember reliably — weekly workout plans, preferred supersets — should be written as a skill rather than left to memory. The rule of thumb from the thread: once you have corrected the agent twice about the same thing, it stops being a memory and becomes a skill that day.