Preheat the oven to 350 F. In a large bowl, mix cake mix with eggs and vegetable oil until smooth. Add in the food coloring and mix until it is fully purple. Fold in the sprinkles.
Roll the cookie dough into balls and flatten slightly. Place one Oreo cookie in each cookie dough and roll into balls. Place onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes. Remove from the oven and top with candy eyes.