  Agent unified modeling languages (AUML) are agent-oriented approaches that
supports the specification, design, visualization and documentation of an
agent-based system. This paper presents the use of Prometheus AUML approach for
the modeling of a Pre-assessment System of five interactive agents. The
Pre-assessment System, as previously reported, is a multi-agent based
e-learning system that is developed to support the assessment of prior learning
skills in students so as to classify their skills and make recommendation for
their learning. This paper discusses the detailed design approach of the system
in a step-by-step manner; and domain knowledge abstraction and organization in
the system. In addition, the analysis of the data collated and models of
prediction for future pre-assessment results are also presented.
