If you really want to keep your savings safe, open a separate bank account and keep your checking and savings account separate.
If the bank accounts are linked or with the same bank, it's too easy to just transfer money right out of savings if you need a few extra bucks.
You could even use a savings app, like Qapital, to create automatic savings in a separate account.