You can power off devices while in a given activity.
NOTE: This requires version 1.3 or higher of the Harmony link app.
After launching an activity:
Tap the Power button in the top-right corner of the screen.
Tap the red Turn off [Activity] button.
All devices configured for use in the activity will power off.