Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when the session ends. Six months of work, gone. You start over every time.

Abstract: Robotic tool usage still falls short in fine-grained task execution, specifically, learning how to select tools and determine configurations, achieving task compatibility, and enhancing ...