The Debug mode will simply create a log file for each time SCD is launched. This option should generally be disabled, as it will make SCD a bit slower - So only enabled this option if I would ask you to ;)
If you are wondering why a Logs folder is appearing in your SCD download folder, it's because of the enabled debug option. You can safely remove this folder at any time! SCD will create a separate log file for each launch!