This idiom or expression means:

To quit an addiction.
To quit doing something that’s difficult to stop.

Isn’t it time you kicked the habit and stopped smoking, you moron?!!

This idiom or expression has to do with:

Giving up.

Q. What happened to the new teacher?
A. Oh, she threw in the towel and quit after only two weeks at the school.