Future wearable electronic gadgets offer great potential for using stretchable, strain‐sensitive materials to instantly detect human motion and record physiological information. This paper presented a strain/compress sensor made from a Shape memory alloy (SMA) coil spring covered with silver pastes and the composite of carbon nanotubes and Shape memory polymer (SMP). The combination of the shape memory materials that expand or contract automatically by temperature improved the mechanics of the sensor. First, the proposed sensors showed an excellent ability to broad‐range strain of 250% and compress of 50% with a relative inductance (∆L/L0) range from ‐40% to 50%, respectively. Durability during 1000 loading and unloading cycles at 200% strain was included. Secondly, by monitoring changes in resistance, inductance, and time, it was determined how many silver layers appropriate for transformation should be in order to improve the recovery time of the SMA coil spring. Moreover, the presence of CNTs in the composite‐covered outer of sensors helps to reduce the influence of the relation between resistance and temperature in the range from 30°C to 110°C. Finally, we proposed a device that can monitor arm and triceps brachii muscle movements based on the stretchable area.This article is protected by copyright. All rights reserved