There should be a way to skip dialog.
Already been posted 100000000 times, but it seems you need to be constantly reminded of this.
Or, you could read the Dev responses about why you can't 'skip through dialog'.
Try the 'Search' feature here or in the archived GW2 forums.
Good luck. (Also, not a bug.)