What does diligence actually work on?

That reminds me. +10% would make a 10% scroll 20%, or 11%?

Small sample, but all I got:
9 slots: 31 20% scrolls. Very close to a 30% success rate, so my guess is 10%+ (additive). To avoid confusion, I have max dilligence.