Unverified50% confidenceOpinionExact time
Skill与RAG的区别在于Skill是显式调用的结构化知识，而RAG是隐式检索的非结构化知识
1
Sources
50%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
Related Claims
Unverified与RAG强调文档检索不同，Skill更强调对特定任务的过程性知识封装80% similarUnverifiedThe skill system achieves automatic discovery through RAG (Retrieval-Augmented Generation) technology by vectorizing and storing descriptions of all skills, and automatically injecting a skill into the current context when semantic similarity exceeds a threshold.76% similarPartially VerifiedThe difference between a Skill and an ordinary prompt is that a Skill is a reusable, accumulable structured capability unit.75% similarUnverifiedThe Skills mechanism systematizes knowledge into persistable, versionable knowledge units, typically described in structured Markdown or JSON Schema form, influencing model behavior through RAG or injection into the System Prompt.68% similarUnverifiedThe author believes that RAG knowledge bases represent the highest return-on-investment direction in intelligent agent development, because almost every company needs to build a knowledge base.65% similar
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