in the past half a decade, efforts have focused on understanding the pH-dependent OER mechanism, including the adsorbate evolution mechanism (AEM), lattice oxygen mechanism (LOM), and oxide path mechanism (OPM) . These insights have guided the design of novel catalysts, with particular emphasis on Ru-based materials due to their outstanding catalytic activity and relatively low cost .