Are theorems (not axioms) listed as a part of a formal system?

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Are theorems derived from a formal system a part of that formal system? In other words, do we view a formal system as a shorter way of listing all the theorems that flow from such a system? In other words, can a formal system be viewed as a recipe for generating theorems but no theorems except axioms are included in that recipe?