New rear derailleur for SRAM mechanical single speed?

Do I need a new rear derailleur to turn my bike into single speed? Or will it suffice to change the crank? Any suggestion as to which crank to go for?

https://www.bike-discount.de/en/buy/sram-force-1-11-speed-crank-gxp-530470?delivery_country=171&varid=530476&gclid=CjwKCAjw6vvoBRBtEiwAZq-T1VwkrmNz05m4GMJQxG_ejRgy-RZHA__AvEoT5ytPrQvhZUZdaQCD9hoCXn4QAvD_BwE

I am fairly new to SRAM so would this work well? I am currently on a Sram Red with 130 BCD

It helps to have a clutch on the rd but it is not required. The wide narrow chain ring will keep in from dropping up front