Liquid Flame is an example of how overly easy things are.

[Khalithar]

How about penalties that would make people groan in dissatisfaction, like undispellable heavy and damage-down debuffs that would severely prolong the fight?

This would be acceptable. Mistakes should be punishing but that doesn't mean they should instantly kill you or wipe your party.