The yellow grip fill is a bit nicer to work with as it has less (or no) solvent. Either one works unless you have curved skirting or walls in which case a screw is pretty normal. I prefer to plug mine properly or get them in a stud if it's a plasterboard wall.
Fixing skirting. What's the best adhesive? Sure I read something here about some kind of foam.