How can I judge people more efficiently?

It would be helpful to be more efficient in judging whether certain individuals are appropriate for a friendship. Sometimes it takes me a long time to decide whether I would like to be friends with someone or not. It takes me even longer to decide whether I would like to be in a romantic relationship with someone. How can I speed this process up? What are some key factors that might help me make these types of decisions more efficiently?