What to do when your dog has shampoo in its eye?

To paraphrase Cave Johnson: "Here's some advice in case you get hydrogen peroxide in your dog's eye: do not get hydrogen peroxide in your dog's eye."

Flush it immediately with clean water for about ten minutes. That's really about all you can do.