Unverified75% confidenceFactTime unknown
Claude的插件系统采用基于关键词匹配的意图识别机制，通过语义相似度判断应调用哪个工具
1
Sources
75%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
Related Entities
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UnverifiedSkills 的触发条件通过语义相似度匹配实现意图识别，而非简单的字符串匹配74% similarUnverifiedThe mainstream implementation approaches for intent recognition include: direct matching based on semantic understanding by large models, similarity retrieval based on embedding vectors, and multi-level routing based on classifiers.73% similarUnverifiedGitHub Copilot's Skill matching mechanism relies on semantic similarity computation using embedding vectors; when the user's input intent is sufficiently close to a Skill description in the semantic space, the system automatically injects that Skill's content into the current conversation context.70% similarUnverifiedCommon routing implementations in the expert routing pattern include: rule-based routing using keyword matching, semantic routing based on embedding vector similarity, and LLM routing in which a router Agent determines the route through reasoning.69% similarUnverifiedHermes's Skills system implements semantic similarity retrieval of skills through a vector database (such as ChromaDB or FAISS).66% similar
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