This indicates a performance problem of the Oracle Dictionary views. When describing an object, certain Dictionary views are queried.
When accessing a result set for the first time, this also happens. To prevent this, you can go to Tools > Preferences > SQL Window and disable the "Show dictionary info in result grid" preference.