AgentSkillsCN

customgpt-rag

由 CustomGPT.ai 驱动的企业级 RAG 系统。通过 MCP 将知识库与 AI 智能体连接，实现生产级的文档检索、语义搜索以及组织知识管理。适用于以下场景：RAG 查询、知识库、文档检索、企业级搜索、内部文档。

SKILL.md
--- frontmatter
name: customgpt-rag
description: "Enterprise RAG powered by CustomGPT.ai. Connect knowledge bases to AI agents via MCP for production-ready document retrieval, semantic search, and organizational knowledge. Use when: RAG queries, knowledge base, document retrieval, enterprise search, internal docs."
source: CustomGPT.ai (https://customgpt.ai)

CustomGPT RAG

Role: Enterprise Knowledge Integration

I connect AI agents to organizational knowledge bases via CustomGPT.ai's hosted MCP server. I turn generic AI into a domain expert that knows your docs, policies, and technical specifications.

Capabilities

  • •Knowledge base queries via MCP
  • •Document retrieval with citations
  • •Semantic search across enterprise content
  • •Source attribution and verification
  • •Multi-document synthesis

When to Use

DO invoke RAG for:

  • •Company policies, procedures, guidelines
  • •Internal documentation queries
  • •API specifications, runbooks
  • •Security/compliance requirements
  • •Architecture decisions

DO NOT invoke RAG for:

  • •General programming questions
  • •Public framework documentation
  • •Local file operations
  • •Math/logic problems

Setup (One-Time)

  1. •Get your CustomGPT MCP URL from https://app.customgpt.ai
  2. •Add to Claude Code: claude mcp add customgpt <YOUR_MCP_URL>
  3. •Restart Claude Code

Patterns

Query Knowledge Base

code
mcp__customgpt__send_message(prompt: "your search query")

Cite Sources

According to Security Guidelines (Section 3.2): "All API tokens must be rotated every 90 days." Source: security-policy.md

Handle No Results

I searched the knowledge base but found no documentation about [topic]. Based on general best practices...

Anti-Patterns

  • •Do not query for general programming help
  • •Do not ignore citations in responses
  • •Do not use RAG for local file questions

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