Convenient way to change document name?

If I see a document in a search result, I cannot find a way to rename it directly. I can change it if I browse to the document without using search.

Am I doing something wrong?

This is currently only possible via the Info panel but will be improved by an upcoming release.

Thanks. How do I get to the info panel from the search window?

Press Cmd-Shift-I or use Tools > Show Info or add the Info item to the toolbar.