It seems to mean "Don't worry, nothing will happen."
In the context of An Innocent Man (answer by @Malvolio) for instance, the bad guy is assuring Tom Selleck that everything will stay as it is (nothing will happen to anything) if he co-operates.
By implication, he's warning that he better co-operate or things could get unpleasant, like what he's seeing now.