ABSTRACT Volumetric muscle loss (VML) repair remains fundamentally limited by the absence of spatiotemporally controllable bioelectrical signals, which impede coordinated structural regeneration and functional recovery. Herein, we engineer a self‐driven biomimetic myoelectric hydrogel by integrating piezoelectrically enhanced PLLA‐AgNW nanorods, a conductive CMCS‐PANI network, and an injectable tissue‐adhesive poly(α‐lipoic acid‐tannic acid) matrix. This design addresses conventional piezoelectric hydrogel bottlenecks, such as the inability to sustain a controllable electrical output under weak muscle contraction and poor spatial charge propagation into deep defects. In vitro, spatiotemporally coupled stimulation enhanced myoblast migration, myogenic differentiation (MyoD1/MHC), and pro‐angiogenic signaling. In a rat tibialis anterior VML model, the hydrogel suppressed fibrosis while promoting neovascularization and myofiber regeneration, resulting in robust motor recovery. Transcriptomic and metabolomic analyses indicated the involvement of Piezo1/Ca 2+ ‐related signaling, cell‐matrix remodeling, and alterations in energy metabolism‐related pathways. This spatiotemporal electrostimulation strategy achieves seamless integration of structural, signal, and functional restoration, thereby establishing a new paradigm for the applications of electroactive biomaterials in complex soft tissue regeneration.