Beware of cat on window air-conditioners
But seriously. Putting a cover on them is a common practice.
That would make much more sense than uninstalling the window air
conditioner unit and reinstalling the unit every year. It is no
hazard with a cover on it.
If everything were easy as imagining it on the Internet, Yes
uninstalling and reinstalling would be a great solution!