Preheat the oven to 350 F. In a large bowl, combine cake mix with eggs and vegetable oil until smooth. Place the sprinkles in a shallow dish.
Roll the cookie dough into balls, then roll each one into the sprinkles. Place the cookies onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes.