Issue with normal switches with hue/zigbee lights

Hello,
in my homeautomation I use switches with tasmota fimware. For my sensors and some HUE devices I have the conbee II stick with the conbee integration on home assistant.

The problem is that the switch cuts of the power of the hue light. Then it is not reachable and the color and other settings of the hue light is getting reseted. I dont know who I should modify the switch so it works with hue lights.

What I have thought about, what could work:
Are there some kind of zigbee switches which do not cut of the power to the light but control the HUE lights by a zigbee signal? I know there are some smart remote switches for hue lights and other zigbee lights, but I especially search something to replace my original switch in the wall.
Does anybody have a different aproach to solve this issue.

I couldnt find a solution for this kind of problem.

Kind Regards