Expert in designing synthetic environments and generative models for Active Inference. Use when creating likelihood-fn mappings, defining complex observation spaces, or implementing growth mechanisms (slot spawning) for the consider project.
This skill provides procedural knowledge for building the "External World" and the "Likelihood Mappings" for the Consider agent.
When implementing a likelihood-fn in consider.models or test scenarios:
To test the agent's ability to spawn new slots: