How to Portal to Wailing Caverns

As usual, I have been a bit dense. I did the initial pet quest from Muyani to get the pet battle stone and the Wailing Caverns teleport, but then I couldn't find a spell in my spell book or an item in my bags. Hurrph!

Turns out the teleport is from Manapoof in the Dalaran Menagerie!