If you want to run a report again, but did not save it, you do not necessarily have to build the whole thing again.
Instead, if you find the report you want to recover from the Available Reports tab and select ... > Load Options, the report window will open again with all customisation options saved. You can then save the report or run it as a one-off as you wish.
Keywords: Rerun report, restore report, report history