1. A skill you bring to the group which the group does not already posses
2. An opinion or 'vision' you want to see realized
3. The patience to realize that vision collectively
4. A van helps, particularly if you're a drummer

Someone asked me this question, and that's all I can come up with.  Add more in the comments.