How do you assess law students on clinic work fairly?

I supervise students in a live-client clinic and struggle to grade their work consistently when each case and client is different.

Rubrics help, but they don't capture judgment, client rapport, or how much supervision a student needed.

How do you assess clinic students in a way that is fair across cases and defensible to an external examiner?