Is there any non-category theoritic argument of the fact that the primitive elements of the universal enveloping algebra of a Lie algebra are precisely those which belong to the underlying Lie algebra? I have found one such here but as the other answer clarifies that the argument very much relies on the language of category theory which I am not quite familiar with. So I am looking for a proof which doesn't involve heavy guns of category theory.
Any suggestion regarding this would be greatly appreciated. Thanks in advance.