The easiest way for me is OIL RIG ==> Oxidised is a loss, Reduction is Gain. So if the oxidation number goes up then something has been oxidised and if it goes down then something has been reduced. Also, an oxidising agent oxidises another species but it gets reduced itself and a reducing agent is vice versa.
Good luck remembering this, it seems hard at first but after a while it seems like second nature