Climate indices aren't causally connected to weather. They are only loosely correlated to weather outcomes, particularly at the local level. So even if we could forecast their state 7 days in advance, we wouldn't know for sure if we were getting a coastal storm or cutter. But of course we can't forecast the state of climate indices that well 7 days out, especially the finer details like magnitude and orientation. So we are left using climate indices in hindsight to identify correlations instead of using them in advance for prediction.
Everybody wants it to be so simple... That we move from one stable, definable weather regime to the next, and that we can see the discrete change coming. But instead of existing as a pattern, weather is characterized by a continuously changing set of features.