Agent-based modeling had been revolving to be established approach in modeling simulation systems which are used to understand and predict certain real-life scenarios in specific domains. Past researches which are domain-specific caused repetitive building of new models from scratch and restrict replication and reuse because of limitation of models’ description. This paper presents a review of gaps between domain-specific agent-based simulation modeling and the recent practices of agent-based modeling that has focused in building generic agent-based simulation models motivations to gage the gap. The paper also presents the motivation from the recent practices that led to the implementation of a new research.