rag-implementation — Agent Skill 安装配置（SkillsMP） · AgentHub

rag-implementation — Agent Skill 安装配置（SkillsMP）

Name: rag-implementation
Author: wshobson

SkillSkillsMP

io.github.wshobson/agents/rag-implementation · vmain

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

在 SkillsMP 查看 ↗源仓库 ↗

热度数据

仓库星标39.4k

概览

rag-implementation 是一个Agent Skill，收录自 SkillsMP。本页提供 Cursor、Claude Code 等客户端的安装配置片段。

适用场景

代码审查与 GitHub Cursor 开发必备

Agent Skill 是带 SKILL.md 的指令包。安装后，AI 会根据 description 在匹配任务时自动加载，无需每次手动粘贴提示词。

安装

选择你的平台查看安装方式

选择安装方式

# 改 -a 切换客户端：cursor | claude-code | codex | github-copilot
npx skills add wshobson/agents@rag-implementation -a cursor -y

统一 Manifest

{
  "id": "io.github.wshobson/agents/rag-implementation",
  "type": "skill",
  "version": "main",
  "displayName": "rag-implementation",
  "description": "Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.",
  "author": {
    "name": "wshobson",
    "url": "https://github.com/wshobson"
  },
  "repository": {
    "url": "https://github.com/wshobson/agents",
    "source": "github",
    "subfolder": "plugins/llm-application-dev/skills/rag-implementation"
  },
  "homepage": "https://skillsmp.com/creators/wshobson/agents/plugins-llm-application-dev-skills-rag-implementation",
  "distribution": {
    "packages": [
      {
        "registryType": "source",
        "identifier": "wshobson/agents@rag-implementation",
        "version": "main",
        "runtimeHint": "npx skills add"
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "codex",
    "vscode"
  ],
  "keywords": [
    "repo_stars:39359"
  ],
  "provenance": {
    "origin": "skillsmp",
    "originalId": "wshobson-agents-plugins-llm-application-dev-skills-rag-implementation-skill-md",
    "originalUrl": "https://skillsmp.com/creators/wshobson/agents/plugins-llm-application-dev-skills-rag-implementation",
    "isOfficial": false,
    "status": "active"
  }
}

rag-implementation — Agent Skill 安装配置（SkillsMP）

概览

适用场景

安装

使用方式

相关资源

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统一 Manifest