The Decision Engine

Most agents execute every instruction they receive. This is a decision layer that sits in front of any action and returns execute, ask, defer, escalate, or refuse, with the confidence, risk, evidence, and reasoning behind the call. Pick a domain, load a scenario, tweak the numbers, and run it.