Functionalized hydrogels hold great promise in the field of advanced materials; however, the development of multifunctional integrated hydrogels remains a challenge. Herein, we report a hybrid supramolecular copolymerization strategy to prepare multifunctional and stimulus-responsive hydrogels from acrylamide (AM), a cucurbit[8]uirl (CB[8]) host−guest complex, and graphene oxide (GO) loaded with an initiator. The obtained hydrogels exhibit enhanced mechanical properties (ultrastretchability of 2922%, fracture strength of 103.1 kPa), similar to the modulus of human skin tissue (98.1 kPa). Moreover, these hydrogels exhibit remarkable self-healing efficiency (97%), self-adhesion, conductivity (1.69 mS/cm), and biocompatibility and manifest a triple stimulation response to strain, heat, and near-infrared light (NIR). The host−guest complex formed between CB[8] and the ionic guest 1-benzyl-3-vinylimidazolium bromide (G) acts as dynamic cross-linking, energy dissipation, selfhealing, and conductivity agents in the hydrogel network. Simultaneously, the uniform dispersion of GO within the hydrogel by initiator loading bolsters mechanical and photothermal properties of the hydrogel. Notably, functioning as a wearable strain sensor, the hydrogel could effectively monitor various human body movements. Importantly, the host−guest interaction-mediated strain, temperature, and NIR-controlled hybrid hydrogel provide a versatile smart platform for potential applications in flexible electronics and biomedical fields.