Here, we have combined two recently proposed strategies of guided directed evolution to enhance a previously engineered de novo enzyme capable of catalysing a non-natural reaction. The two strategies are fundamentally different and target different protein features. Yet they complement each other synergistically and lead to a laboratory evolution protocol that is highly efficient in terms of both, the very limited amount of screening required, and the pattern of multiproperty optimization achieved.