Hammer Down, Girlfriend Yells

Listen here, you smooth-brained simpleton, you probably think the guy's girlfriend is yelling at him to stop building something. But, "put the hammer down" also means to go faster, like with a car. The joke implies the girlfriend was telling him to speed up because she was driving off a cliff or some similarly morbid situation, because you are dumb and like this genre.