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This paper develops a cohomology theory for Hom-Leibniz algebras using the -Nijenhuis–Richardson bracket and applies it to classify non-abelian extensions. We introduce left, and right versions of the bracket, each defining a graded Lie algebra structure on the space of -cochains. The main result establishes that equivalence classes of split extensions of a Hom-Leibniz algebra by are in bijection with the second cohomology space , generalizing classical results from Lie and Leibniz algebra theory. We characterize extensions explicitly through 2-cocycles $(\lambda_l, \lambda_r, \theta)$ and provide complete classifications of low-dimensional cases.

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