In this work, a sharp Kähler spectral almost-rigidity theorem was established, resolving Conjecture 1.8 of Chu–Wang–Zhang. For compact Kähler manifolds satisfying , pinching the first nonzero complex eigenvalues to one forces the manifolds to be Gromov Hausdorff close to normalized complex projective space and determines the biholomorphism type. The smaller index is the sharp threshold for noncollapsing. More generally, if a normalized measured limit has essential real dimension , then the multiplicity of the critical eigenvalue is at most , with equality attained in every dimension. A uniform energy estimate for kernel projections of complex gradient Gram matrices leads to a Lie algebra action on the whole spectral resolution.

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