kirollosatef

customgpt-rag

"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."

kirollosatef 0 Updated 4mo ago
GitHub

Install

npx skillscat add kirollosatef/customgpt-skills/customgpt-rag

Install via the SkillsCat registry.

SKILL.md

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

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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