Simply clicking "Allow" with an empty password worked for me.
I do have a password set for the current user, but that one didn't work. As per usual, Apples user-messages make no sense at all.
Topic:
Code Signing
SubTopic:
Certificates, Identifiers & Profiles
Tags: