I am very excited about this new Alpha project from Mozilla Labs. I just started using Ubiquity and the possibilities are very exciting. The ability to write new commands seems fairly straight forward so I can really imagine a very large library to subscribe to as the project grows. The below video is a great overview of the idea.

Ubiquity for Firefox from Aza Raskin on Vimeo.