To open other levels of Annie, you need to find all the missing girls.
Even if you do so, levels still dont open after the cave
This is understandable, since LAGS added only levels 0, 1 and 2, and the rest will be released in the next update, which is why the black screen appears when trying to enter non-existent levels.
