Sensor agnostic gesture detection

Described are techniques for sensor agnostic gesture detection. The techniques include recording a gesture using sensor output from a first user device to a first user profile associated with a ubiquitous gesture agent. The techniques further include associating the gesture with a triggering threshold indicating the gesture and based on the sensor output, and a processor-executable action that is executable by one of a plurality of user devices associated with the user profile. The techniques further include transforming the triggering threshold into a corresponding triggering threshold for a different type of sensor. The techniques further include identifying the gesture using data from the different type of sensor that satisfies the corresponding triggering threshold. The techniques further include implementing, by the one of the plurality of user devices, the processor-executable action associated with the gesture.