Decision models answer typed questions about a state instead of generating text. ruby_decision_model builds noul (yes/no probability), choice, and score questions, posts them with a state to a decision-model provider (OpenRouter by default, Typesafe's native API as a second door), and returns normalized answers with probabilities, confidence, legends, and usage. Retries follow the official Typesafe SDKs.