Yes definetly use the screws to hold you on the roof. but be careful there maybe ELECTRICALwire ran over some of the timber. And a good panel screw wil go thru the safety plate.
I've had roof jacks come off before and shingles and I went to the ground. We always screw down and try to get into the timber so you don't scar the exposed decking.