Easily create custom shortcode

Enabling a shortcode creates a [wpcode id=1234] shortcode, which is cool, but I want to create a [whatever_i_want] shortcode.

I know this can be done as a custom PHP snippet, but I think it should be added to Generators to make it quicker/easier.