Proposition 2
Tag 075I, permanent. Cite it as [Bourbaki, Tag 075I].
Algebra, chapter VII, § 5. Endomorphisms of vector spaces
Let be an endomorphism of a vector space over a commutative field ; for each scalar , let be the eigenspace corresponding to . Then the subspaces are closed under and the sum of the is direct.
The first assertion is clear. By definition the subspace is annihilated by the element of ; the , are irreducible and pairwise non-associate; the second assertion thus follows from VII, p. 8, Th. 1.
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.