In a large bowl, combine the cake mix, eggs, butter and water – it will be VERY thick. Drop the batter by tablespoons onto the baking sheet about 2 inches apart. Bake for about 10 minutes or until the cookies are set. Cool for just a minute or two on the baking sheet and then remove to a wire rack to cool completely. Allow to cool completely before adding the glaze.