We study the ambient-domain Hardy–Littlewood maximal operator on weighted Musielak–Orlicz spaces over a general open set , where the supremum is taken over all Euclidean balls . For a Musielak–Orlicz function , we use the pointwise lower Matuszewska–Orlicz index and the lower-index normalization This factorizes the modular as a weighted variable-exponent modular applied to . Under endpoint lower growth, normalized weighted generalized Orlicz – assumptions and an admissible whole-space extension hypothesis for the weight at the lower-index exponent, we prove the boundedness of For the converse direction we use the natural Köthe-associate ambient ball condition . Under the local characteristic-function hypothesis, boundedness of implies . On the whole space , this framework provides a weighted characterization conditional on an associate-to-lower-index product reduction. In the present paper this reduction is verified for uniformly lower-index-power-equivalent models; it remains open for genuinely two-phase growth such as . As an application, we prove density of in weighted Musielak–Orlicz–Sobolev spaces.

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