The capstone project provides students, working in groups, with a significant project experience. Students should deliver one or several iterations of a software system, along with all artifacts appropriate to the process model they are using. A system based on reference and organizational models and powered by three semantic wikis (using SMW) is used to help the drive of capstone projects. This paper describes aspects raised by challenges of capstone projects management and presents the infrastructure of the solution we built.