I want to play the game "vanilla" first and then add mods. Anyway. I decided beforehand not to power level, my character is a modified assassin. The problem is that my character is getting a bit weak already and I really don't know how to use alchemy properly. Do you have any tips or hints on how to use alchemy early game? What ingredients should I gather, what potions should I make?
Early on, the most valuable alchemy ingredients for the assassin (in my opinion, anyway) are the ones with a Damage Health effect. That would be things like Wisp Stalk, Stinkhorn, Nightshade, Peony, Lotus Seeds, etc. Those poisons work over time, and get stronger as your Alchemy goes up. I hotkey a stack of Damage Health poisons, and apply them to weapons. Often I can hit an opponent with one dagger thrust or one bowshot, and then back-pedal away from them until they fall over and die.
When you get Alchemy to 50, you can start using Tinder Polypore and Wormwood (collect both in the mountains between Bruma and Cheydinhal) to make an invisibility potion.
When your Alchemy is high enough, you can start brewing the poisons with multiple effects, which do multiple simultaneous damage.