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ITch8ITch8/customs-data-skills/skills/knowledge-base/SKILL.md

knowledge-base

Skill9 starsChanged 24 days agoMITView on GitHub

使用已配置的知识库进行检索、打开文档、文档内定位和查看思维导图。当用户需要基于已配置知识库回答问题、核验资料或引用文档内容时使用此技能。（本技能原先声明的 list_kbs, query_kb, find_kb_document, open_kb_document, get_mindmap, search_file, download_kb_file 工具依赖已移除：它们由特定宿主平台提供，在通用环境中不可用。）

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SKILL.md

知识库技能

当用户要求基于项目知识库、内部资料、上传入库文档或知识图谱相关内容回答问题时，使用此技能。

可用工具

  • list_kbs：列出当前会话可访问且已启用的知识库。
  • query_kb：按 kb_id 在指定知识库中检索内容，返回 file_id 和相关片段。
  • open_kb_document：按 kb_id 和 file_id 打开文档原文窗口，适合查看更完整上下文。
  • find_kb_document：在已知文档内用关键词或正则定位段落。
  • get_mindmap：查看知识库思维导图结构。
  • search_file：按文件名关键词搜索知识库中的文件，支持指定知识库或跨知识库，返回文件列表与分页信息。
  • download_kb_file：按 kb_id 和 file_id 下载知识库原始二进制（pdf/docx/xlsx 等）到沙盒 outputs 目录，返回沙盒内可见的 virtual_path。当后续需要用代码读取原始文件结构（如 openpyxl 读 xlsx 单元格、pdfplumber 重新解析版面）时使用；query_kb/open_kb_document 只返回文本切片，无法满足需要文件对象的场景。

操作流程

  1. 需要先确认当前会话有哪些知识库可用；不确定时调用 list_kbs。
  2. 针对用户问题选择最相关的知识库，使用 query_kb 检索。
  3. 如果检索片段不足以回答，使用返回的 file_id 调用 open_kb_document 查看上下文。
  4. 如果用户要求定位术语、指标、章节或原文证据，使用 find_kb_document 在候选文档内查找。
  5. 当用户关心知识库结构、文件分类或知识框架时，使用 get_mindmap。

关键约束

  • 只能访问当前会话配置和用户权限允许的知识库。
  • 不要编造 kb_id 或 file_id；优先从 list_kbs 和 query_kb 的返回结果中获取。
  • 回答需要可追溯时，应说明依据来自哪个知识库、文件或检索片段。
  • Dify 等外部只读知识库可能只支持检索，不一定支持打开全文或文档内查找；遇到工具返回限制说明时，应如实告知用户。

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