Also with the new look the spoiler tags have been updated. They still work the same way. Just put your spoiler text between [spoiler]...[/spoiler] tags.
The new format looks like this:
The new spoiler tag now also hides links, emoticons, and pictures. Obviously clicking the button gives you access to the spoiler.