In modern English there are a number of specialized uses for the phrase “magic bullet,” but the traditional term for a quick, effective solution to a difficult problem is “silver bullet.” It is derived from the folk belief that bullets made of silver were especially effective against werewolves, vampires, and other supernatural monsters.