A Rule Compiler design for Fuzzy Classifier Systems is described in this paper. The design of the compiler is based on the building of Grammars described like predicates, which represent the system rules. The ANTLR tool (Another Tool for Language Recognition) is used for the implementation of the compiler. We propose also an interface that makes easier to the user the task of writing, compiling and administering the rules stored in the Knowledge Base.