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Multifunctional electronic skins (e‐skins) that can sense various stimuli have demonstrated increasing potential in many fields. However, most e‐skins are human‐oriented that cannot work in hash environments such as high temperature, underwater, and corrosive chemicals, impairing their applications, especially in human‐machine interfaces, intelligent machines, robotics, and so on. Inspired by the crack‐shaped sensory organs of spiders, an environmentally robust and ultrasensitive multifunctional e‐skin is developed. By developing a polyimide‐based metal crack‐localization strategy, the device has excellent environment adaptability since polyimide has high thermal stability and chemical durability. The localized cracked part serves as an ultrasensitive strain sensing unit, while the non‐cracked serpentine part is solely responsible for temperature. Since the two units are made of the same material and process, the signals are decoupled easily. The proposed device is the first multifunctional e‐skin that can be used in harsh environments, therefore is of great potential for both human and robot‐oriented applications.