According to given statement,
When total work done by a conservative force on the system is positive then the potential energy associated with this force decreases.
This statement is true because a conservative force does a potential work on a body when it displaces the body in the direction of force. As a result, the body moves towards the centre of force which decreases the separation between the two, thereby decreasing potential energy of the body.
Final Answer: Yes.