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AI EngineeringPython

Xiaoyao Search

by dtsola

Xiaoyao Search is an AI Engineering skill for Claude Code, published by dtsola in xiaoyaosearch.

1.1K stars60 forkson dtsola/xiaoyaosearchAdded 2026/08/20Repository updated 2026/05/22
agent-skillsai-searchdocument-searchfile-searchlocal-searchmcpmultimodal-ainatural-languageproductivitysemantic-search
Install in seconds
Install Xiaoyao Search
Copy Xiaoyao Search into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/dtsola/xiaoyaosearch/tree/main/skills/xiaoyao-search ~/.claude/skills/xiaoyao-search

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/dtsola/xiaoyaosearch.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/xiaoyao-search/SKILL.md in dtsola/xiaoyaosearch
Installs to
~/.claude/skills/xiaoyao-search
Collection
One of 7 skills cataloged from this repository
Category
AI Engineering2451 skills

What Xiaoyao Search does

Xiaoyao Search provides MCP tools for searching local files by semantic, full-text, hybrid, image, and voice queries. Use it to find documents, code, images, or recordings on a local index.

Xiaoyao Search is cataloged under AI Engineering on DirSkills. Xiaoyao Search comes from a repository tagged agent-skills, ai-search, document-search, file-search and local-search.

Documentation

README

When to use

当需要搜索本地文件时使用此 Skill:

  • 通过自然语言描述搜索本地文档
  • 查找包含特定关键词的文件
  • 用图片搜索相似的本地图片
  • 用语音转文字后搜索文件
  • 需要综合语义和全文搜索结果

Capability

小遥搜索 MCP 服务器提供以下 5 个搜索工具:

1. semantic_search(语义搜索)

  • 用途:基于 BGE-M3 向量模型的语义搜索
  • 适用:自然语言查询,如"关于机器学习的文档"
  • 参数
    • query: string - 搜索关键词(1-500字符)
    • limit: int - 返回结果数(1-100,默认20)
    • threshold: float - 相似度阈值(0.0-1.0,默认0.5)
    • file_types: string[] - 文件类型过滤(可选)

2. fulltext_search(全文搜索)

  • 用途:基于 Whoosh 的精确关键词匹配
  • 适用:查找特定术语、代码片段
  • 参数
    • query: string - 搜索关键词(1-500字符)
    • limit: int - 返回结果数(1-100,默认20)
    • file_types: string[] - 文件类型过滤(可选)

This is the opening of the README. Read the full README on GitHub.

Commands Xiaoyao Search provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

  • /mcp

Frequently asked about Xiaoyao Search

  • What else does dtsola publish alongside Xiaoyao Search?

    Xiaoyao Search is one of 7 skills that DirSkills catalogs from dtsola/xiaoyaosearch, the repository it ships in. Its siblings there include Better Icons, Code Review Expert and Excalidraw Diagrams. Each one is a separate skill with its own page in this directory, installs the same way Xiaoyao Search does, and is maintained by dtsola in that same repository. The rest of the collection is listed on the dtsola/xiaoyaosearch page.

  • How does Xiaoyao Search compare to other AI Engineering skills?

    Xiaoyao Search ranks #1300 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Xiaoyao Search against them. Open each page to compare what they document and how they install.

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