Preheat oven to 375. Empty cake mix into large mixing bowl, add cinnamon and cayenne pepper, mix.
Add eggs and oil and stir (dough will be stiff) until all is well blended.
Make dough into 1 1/2 inch balls and place on ungreased cookie sheet. Flatten each with bottom of small glass. These cookies do not spread while cooking. Bake at 375 for 8 to 10 minutes or until tops are crackled looking. Do not overbake. Cool on rack and serve. Enjoy!