Tui won the MVP for the final, and said that motivation is never hard when they face the girls in yellow.
"This is for the team," she said of her spoils, before adding: "You say Australia and we all get up."
Captain Goss, again an inspirational presence, paid tribute to her side's defence, allowing Australia just one late try.
"It feels so amazing the way we played in that final, and against Australia."
Michaela Blyde, despite heavy strapping on her right leg, scored seven tries to lead all New Zealand scorers, but Woodman, who plays prop in the scrums, still crossed for six.
The upshot is that New Zealand extend their lead at the top of the World Series standings, their 56 points heading Australia on 50. Next month's tournament in Japan is the fourth of five in the series. New Zealand have now defeated Australia four times in succession in 2016-17.
The All Blacks Sevens, meanwhile, face England at 6.22pm (NZT) in the men's Cup quarter-final. They will need to lift considerably after dropping their last pool match to Argentina.
New Zealand 28 (Ruby Tui, Tyla Nathan-Wong, Portia Woodman, Alena Saili tries; Nathan-Wong 4 con) Australia 5 (Mahalia Murphy try) HT: 14-0