Your group should discuss the criteria on which you will evaluate one another. Items you might want to include are listed below.
You should decide what it means to meet these criteria successfully and what constitutes failure. Your team might consider a separate evaluation form for your leader. The criteria to consider for a project leader's evaluation might be: