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Add sprinkles after baking. Whichever method you use, start with cookies that have cooled completely. Top the cookies with frosting (homemade or purchased) that is soft but not too runny. (Sprinkles will not stick to dry, stiff frosting.) Drop on fancy sugar or colorful sprinkles before the frosting has set.