Shift+Delete
This deletes a message immediately (after confirmation) without sending it to the trash.
This is very useful if you have a spam folder that you like to scan for false positives, and then delete everything. It took a good 30 seconds to move a few days of spam messages to the trash. Ctrl+A, Shift+Delete is much better.
