Let be matrix weights, , and let be a matrix-valued function. For Calderón–Zygmund operators with scalar standard kernels, we characterize boundedness and compactness of by two-matrix BMO and vanishing oscillation conditions. The converse statements require non-degeneracy condition. For matrix weights and a fixed Riesz transform on , , we characterize the Schatten class membership of . We characterize membership for and membership by and weak conditions on the two Hilbert–Schmidt cube oscillations. For , membership is equivalent to being constant almost everywhere. The weak endpoint condition implies a weighted first-order Sobolev estimate for symbols, with a converse for constant or uniformly elliptic weights.

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