Methods, systems and articles of manufacture for automatic generation of executable instructions based on a tax worksheet publication. Electronic data of the tax worksheet publication is received from a source such as a tax authority, converted into a different format and parsed, e.g., in the form of a parse tree or typed relationship graph. An interactive tax worksheet application embodying an executable instruction is generated based at least in part upon parsed electronic data.