Skill chains directly combat the AI hallucination problem

A major reason people stop using AI in their workflows is hallucination — the model confidently making things up. Skill chains address this directly. When people say AI hallucinates, think of it like an eager new hire who wants to impress you and will just do things to get the job done without considering that it might break trust — it's literally 'fake it until you make it.' By adding a dedicated QA skill at the end of the chain, you create a review layer whose sole job is to catch fabrications and ensure every claim is grounded in real source material like transcripts or provided data. Most people stop at a single skill and miss the chain entirely — and that's exactly where the quality and reliability gap opens up.