It happened, when the angels went away from them into the sky, that the shepherds said one to another, "Let's go to Bethlehem, now, and see this thing that has happened, which the Lord has made known to us."
The angels had not commanded the shepherds to go see the child Jesus, but the implication that they should do so was contained in the sign given to aid their finding him.