Simulation Designer

Simulation & Environment Designer

This skill provides procedural knowledge for building the "External World" and the "Likelihood Mappings" for the Consider agent.

Core Responsibilities

• Likelihood Functions: Implement likelihood-fn mappings between internal states (slots) and sensory observations.
• Environment Simulation: Create synthetic data streams to test agent perception and learning.
• Novelty Injection: Design scenarios where unmodeled entities appear, triggering high Variational Free Energy (VFE).
• Growth Validation: Verify that identify-novel-entities and grow-slots correctly expand the internal world model.

Workflows

1. Designing a Likelihood Function

When implementing a likelihood-fn in consider.models or test scenarios:

1. Identify the relevant slots (e.g., :me, :target).