This paper introduces an Integrated Rule Modeling Framework, which consists of the UML-based rule modeling tool Strelka, rule interchange format R2ML and a number of services, which facilitate the development and debugging of rule-based applications and rules for the Semantic Web. We describe how the framework can be used by software engineers and how Semantic Web rule modelers can benefit from using our rule interchange services.