Does "wireless debugging" stay turned on for you when you disconnect the wifi?
When I disconnect the wifi, the setting key adb_wifi_enabled is set to 0, and there is no way to set it to 1 unless I connect to a wifi again.
When that is off, I can't use ADB Shell Command plugin or even manually...