I started this talk by saying WTF is a context layer. These are the problems that a context layer is meant to solve. The question I like to ask is what does the GitHub for context look like? Few thoughts. Company context needs life cycle management and collaboration and versioning just like code does. You know, there's questions like what's local context, what's global context, how do I keep this updated, so on. Some thoughts in this, can skills have a profile just like code does? Can that have a self-learning loop that's baked into it? What does quality management look like? Can you have security and postures posture management associated with that? That's really like the first step. I see this as like having something that has built-in versioning and quality and dependency management. So, you should be able to say, "Hey, this thing impacts all these other things. This is the approver, this is the maintainer, these are the contributors. How do you build that kind of human plus AI workspaces that these that these skills are managed via?"