This work investigates how it is possible to provide goal models at run-time that do not contain tasks, i.e. the description of how to address goals, thus breaking the design-time tie up between Tasks and Goals, generally outcome of a means-end analysis. In this vision the system is up to decide how to combine its available Capabilities: the Proactive Means-End Reasoning.