Adobe AIR, which you can create desktop applications with your web development skills, has a Dreamweaver extension now.

You can easily create an AIR application with the extension inside Dreamweaver. Just go to the "Site>Create AIR Application" menu inside Dreamweaver after loading the extension.

Although it is in beta, features are working very well.

Adobe AIR Dreamweaver Extension