How to remove K2 /item/ and item ID from URL

You need to open Joomla Administrator backend.

Go to: Components - K2 - Parameters
Search for the Advanced Tab then turn on Advanced SEF.

See the picture.

Enjoy your clean URLs:
com/shop/item/6-name is replaced with this:
com/shop/name