Prefabs Are Pink.

I downloaded some assets and upgraded them in the URP render pipeline material the texture works in the viewport but its still showing pink in the prefabs and i am finding it bit irritating

Try selecting all of them. In the Inspector, click on the cogwheel/gear icon and hit Reset.

Update for Aug 2022: This is now done with the three dots at the top right of the inspector window: