Mix cake mix, eggs, and oil together. Batter will be thick.
Stir in chocolate chips.
Drop by teaspoonfuls into mini muffin tin.
Bake at 350 degrees for 7 minutes. Remove cookies from oven and either place Kiss on top. When candy is softened, swirl gently with knife. Cool completely to set candy (put them in the fridge for quick setting).