Put down my prefix.
Put on my suffix.
You can't see my infix for the trees.
If I had a cape, it would look like this:
Image from benjamindavidsteele.wordpress.com
What am I?
If I were an an island, I'd be nominally in Auckland.
The answer is suggested by the title.