The reward for completing the seer's hut's quest can take many forms: extra resources, artifacts, extra creatures, a bonus to primary skills, secondary skills, and so on. Seeking out seer's huts is often a good idea in scenarios, as the rewards are often either necessary or useful for completing the scenario objectives.