The power consumption of a user device may be monitored as an application on the user device performs one or more actions. Device commands for the user device and monitoring commands for a power monitor may be generated based on a script. The script is created to trigger an application on a user device to perform one or more actions while power consumption of the user device is monitored. The device commands are sent to the application on the user device to trigger the application to perform the one or more actions. The monitoring commands are sent to the power monitor to command the power monitor to track the power consumption of the use device as the application performs one or more actions. Subsequently, power consumption data for the user device are received from the power monitor, and device event data are received from the user device for analysis.