We present a qualitative, decision-theoretic account for statements of the form: "You ought to do A, if C". We show that adding a qualitative causal theory (in the form of a graph) as part of an epistemic state is sufficient to facilitate the analysis of action sequences, their consequences, their interaction with observations, their expected utilities and, hence, the assertability of condition...