I also counted 7 casts (or to the point, 7 sparkly fish shadows to catch). No golden rod, but two were doubles, so 9 fish total for this round.
I'm wondering if you "miss" any of these fish, does it simply respawn until you get 7 catches? Or would you be out of luck?