Constructive feedback is the key. No one is going to feel good about getting back a score card that says "Communication: 6/10, Technical Ability: 5/10..." etc. That just leaves you with more questions and no actionable feedback. "6/10? I'm at least 7/10!" or "I'm mostly 6-7s, why was I not given an offer".