In the fields of intelligent health care and robotic sensing, the development of ultra-thin flexible temperature sensors serves as a core prerequisite for achieving high conformability and integration. However, a fundamental bottleneck persists: the high-temperature processes required to ensure high sensitivity are incompatible with the low thermal tolerance of flexible substrates. Consequently, it remains challenging for ultra-thin devices to simultaneously achieve high sensitivity, excellent flexibility, and long-term stability.