Preheat the oven to 350 F. In a large bowl, combine cake mix, eggs, and vegetable oil until smooth.
Use a cookie scoop to place the cookies onto a large ungreased baking sheet. Bake for 10-12 minutes. Remove from the oven and decorate each cookie with the candy eyes.