Preheat the oven to 350 F. In a large bowl, mix together cake mix, eggs, vegetable oil, and mint extract until smooth. Stir in the food coloring until it is fully green. Fold in the white chocolate chips.
Evenly press the cookie dough into a greased 8-inch square baking dish. Bake for 20-25 minutes.