Skill Memory, Self-Evolution, and the Compounding Agent Stack

OpenSpace Gives AI Agents Persistent Skill Memory That Compounds Across Tasks

OpenSpace is the missing layer most agent stacks ignore — instead of reasoning from scratch every time, agents now accumulate, repair, and share reusable skills. On the GDPVal benchmark, OpenSpace-powered agents earned 4.2x more income and used 46% fewer tokens on the second run. That's the compounding loop zero-human operations actually need.