Do I Need To Take My Motor Off My Adapter Or Swim Jet Battery Every Time I Use It?

No, absolutely not. You can leave your motor connected to it's adapter all the time. There is no reason for taking your motor off its adapter or battery pack unless you want to grease the connectors or swap to a different use.