The curse is a combination of poor decisions on management (hiring), poor decisions by management (hiring), poor management of personnel (picking) & poor coaching decisions (hiring, player management).
Until there is a sustained period (2-4 years) of sound decisions (more good than bad) your curse will continue. There's no magic wand, no gremlin (flutie), no demon.