What is the fairest way to evaluate a trader's consistency?

One profitable week doesn't necessarily demonstrate a repeatable edge, just as one losing week doesn't automatically mean a strategy is poor. Consistency can involve risk control, decision quality, and results over a meaningful sample of trades. If you were evaluating a trader, what evidence would you consider most convincing?