This memorandum outlines the structured adversarial framework used to harden the phenomenological predictions presented in the accompanying D(R) baseline. Referred to internally as the Refinery Protocol, this method utilizes distinct Proponent and Adversary agents to subject theoretical frameworks to aggressive falsification cycles. The objective is to ensure that final outputs prioritize observational utility and mathematical discipline over speculative breadth.