OpenSpace

Category

AI & Machine Learning

Launched

August 2, 2026

Stage

Unknown

Website

open-space.cloud

The AI agent stack is missing a layer. We have models, orchestration frameworks, and evaluation harnesses, but almost nothing that captures what an agent learns as it works. OpenSpace, an open source project from HKUDS, is trying to fill that gap with a "skill management layer"—a system for organizing, versioning, and sharing the skills your agents develop. It's a bet that the real value of agents isn't in the model weights but in the accumulated knowledge of every task they've completed.