Abstract Non‐contact human‐machine interaction is the future trend for wearable technologies. This demand is recently highlighted by the pandemic of coronavirus disease (COVID‐19). Herein, an anti‐fatigue and highly conductive hydrogel thermocell with photo‐thermal conversion ability for non‐contact self‐powering applications is designed. Double hydrogen‐bonding enhanced supramolecular hydrogel is obtained with N‐acryloyl glycinamide (NAGA) and diacrylate capped Pluronic F68 (F68‐DA) via one‐step photo‐initiated polymerization. The supramolecular hydrogel can accommodate saturated electrolytes to fulfill the triple function of ionic crosslinking, heat‐to‐electricity conversion, and light response of thermocell. Eminently, the thermocell stands out by virtue of its high seebeck coefficient (‐2.17 mV K −1 ) and extraordinary toughness (Fatigue threshold ≈ 3120 J m −2 ). The self‐powering ability under the control of light heating is explored, and a model of a non‐contact “light‐remoted” sensor with self‐powered and sensing integrated performance remote‐controlled by light is constructed. It is believed that this study will pave the way for the non‐contact energy supply of wearable devices.