Improve efficiency: Turn the heat pump off

You’ll want to be consider the house temperature too, and keep it running if it’s too cold, and only attempt to optimise COP when warm enough. Otherwise you’ll get complaints…

I wait for the compressor to turn off naturally, and then I keep it off for ten minutes before allowing it to turn back on (if it wants to). See this thread for more on turning of heat pump between cycles: