System One Harness (SOH) is a framework that turns System One decision models into agent loops by observing environments, compiling action spaces into typed questions, gating decisions by confidence thresholds, and executing actions with complete tracing. It supports the Jev model through OpenRouter or TypeSafe, requiring one model call per step with no generated text and a probability on every transition.