Preheat the oven to 350 F. In a large bowl, combine cake mix with eggs, vegetable oil, and peppermint extract until smooth. Fold in the white chocolate chips.
Evenly press the cookie dough into a greased 8-inch square baking dish. Bake for 20-25 minutes.