【Atelier Resleriana: Forgotten Alchemy and the Polar Night Liberator】How to increase my Player Rank?

You can increase your Player Rank by gaining Player EXP.
Increasing Player Rank increases max stamina and fully replenishes stamina. It also increases the chance of applying high level traits during synthesis.