AI in local government often fails because it’s used as a passive FAQ bot. Drawing on global methodologies from Dubai’s One Million Prompters initiative, this article outlines a ‘Civic AI Framework.’ By mastering prompt engineering, residents can use agentic AI like Readyly to audit local data, propose community solutions, and turn digital transparency into real-world action