Please explain ignite skill Mechanics

I just don't understand. Can ignites stack? Why do all these skills that "ignite" have recommended skill gems that grant bonuses to non-Ailment damage over time? Do some ignites work differently than others? These skill explanations and interactions and recommendations are SUPER confusing. So much so it feels intentional.

Can you please explain ignite skills and how they actually function?