Preheat the oven to 350. Add the spice cake mix, pumpkin puree, and chocolate chips to a large bowl. Stir until combined.
Using a small cookie scoop (or your hands) scoop out 1-2 tbsp of dough and shape into a ball. Add up to 12 cookies on a normal sized cookie sheet. Bake for 10-15 minutes, until outside of the cookies are set. Let cool for a few minutes and enjoy!