Another peculiar thing about soul cakes is that there isn't one specific recipe to follow — the most basic recipe for soul cakes uses only butter, sugar, and flour, but other varieties include adding eggs, spices, milk, and many other ingredients. Whichever recipe you choose, soul cakes can be a decadent treat for Halloween.