Preheat the oven to 350 F. In a large bowl, mix cake mix, eggs, and vegetable oil together until smooth. Add in the green food coloring, and mix until it is fully green.
Fold in the chocolate chips. Evenly press the cookie dough into a greased 8-inch square baking dish. Bake for 15-20 minutes.