The opportunity cost is simply explained as the foregone alternative. It is what you give up in order to buy something else.

In this case, Musa can either buy a shirt, a book, or a bag, but cannot buy all of them at the same time. If he decides to buy a book, the bag and shirt that he did not buy are the opportunity cost.