Preparation for the rigors of an economics graduate programme
I'd work my way through Microeconomic Analysis by Hal Varian (the PhD level one) and Mathematics for Economists by Simon and Bloom. You'll need both the micro intuition  of the former and mastery of the math bits of the the latter. You'll need thornier and more technical books at some point but these authors will hold your hand enough to work through them solo.