Unverified60% confidenceFactExact time
The references directory is essentially a local knowledge base; when an Agent executes a Skill, it loads relevant document content into the context window, which is closely related to the RAG retrieval-augmented generation mechanism.
2
Sources
60%
Confidence
Long-term
Relevance
8/28/2026
First Seen
Sources
Agent Skills入门：从提示词到智能技能的完整指南
Related Entities
Related Claims
UnverifiedSkill 中的 references 目录可注入领域知识文档，类似 RAG 的本地知识库，让 Agent 回答有据可查79% similarUnverifiedreferences 目录用于组织 API 文档、业务需求文档等参考资料，供 Agent 执行时查阅，以弥补大语言模型知识截止和领域专有知识缺失的局限73% similarUnverifiedContext windows and local indexing are key constraints when local agents handle large codebases; models usually rely on retrieval-augmented generation (RAG) or code indexing to load relevant snippets on demand, and index quality directly determines whether the agent can find the correct context.72% similarUnverifiedThe name and description fields of a skill file form a lightweight retrieval-augmented generation (RAG) system, where the agent first judges relevance based on the description and then loads the full content on demand, avoiding context contamination.71% similar
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