Editing text and/or input fields directly

[eluser]KeyStroke[/eluser]
I'm basically trying to do something like this (click on "John Doe"):
http://www.ajaxdaddy.com/flickr-like-edit-in-place.html

But with less hassle, and preferably with a javascript framework (I use jQuery by the way).

Anyone know how to do this the simple way?