Honestly, I'm too lazy to tag thing. The search is the only thing I actually enjoy in gmail.
Gmail shortcut tip: when looking at a message, type "l" (lowercase "L"), which will popup the labels picker, then type the first letter of the tag you want to apply, then enter to apply it an "y" to archive.