Control dual lights

Hi looking for ideas
I have in living room 2 ceiling lights with 3 bulbs on top and 3 at bottom connected to a wifi wall switch dimmer

I wanted to control the top and bottom independently so I putchased a dual wifi relay on amazon

Problem is when I turn on wall switch nothing goes on unless I use phone to turn them on.

So I tried creating an automation that when wall switch is on turn on both channels on the relay.
This only works if I put a delay of 10 seconds. I guess time for wifi relays to connect.

Wife not happy now.

Any ideas of what else I could do?

If relay would go on as it receives current would have been great but not the case.

So would like lights to go on as I open wall switch and then control what I want to go on or off with phone.

I am starting to think it is impossible as the relays need constant current.

Any ideas on how to do this?

These are relays I am referring to
Wall switch is a dimmer switch

https://www.amazon.ca/gp/aw/d/B07PP76D1R?ref=ppx_pt2_mob_b_prod_image

Thanks