rag

Search curated RAG collections and ingest documents with metadata.

Updated Aug 27, 2026

Search Tags:#rag #search #collections #knowledge-base #ingest #document-management

Ready to run

npx skills add https://github.com/isndotbiz/ged --skill rag-isndotbiz

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: rag
Source: https://github.com/isndotbiz/ged/tree/main/.claude/skills/rag
Command: npx skills add https://github.com/isndotbiz/ged --skill rag-isndotbiz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables rapid retrieval and ingestion of relevant documents from a curated RAG knowledge base, helping teams find past solutions and store new knowledge efficiently.

Core Features & Use Cases

Search across multiple collections (infrastructure, security-research, opportunity-bot) to surface relevant documents.
Ingest new content into the knowledge base with optional metadata like title and source for future reference.
Use cases include incident investigations, project documentation gathering, and knowledge retention for onboarding.

Quick Start

Query the RAG knowledge base and ingest relevant documents into the appropriate collection.

Frequently Asked Questions about rag

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I search across multiple document collections in a knowledge base?▼

You can search a knowledge base by querying specific collections like infrastructure, security-research, and opportunity-bot. The system retrieves and ranks relevant documents across these collections to return concise results based on your search query.

Can I ingest new content into a curated RAG knowledge base with metadata?▼

Yes, you can ingest new content into the RAG knowledge base by providing the document along with optional metadata like title and source. This stores the new knowledge efficiently for future retrieval and reference.

What is the best way to find past infrastructure solutions during an incident investigation?▼

The best way to find past infrastructure solutions is to search the infrastructure collection within the RAG knowledge base. It surfaces relevant historical documents and ranked results to support rapid incident investigations.

Does the RAG knowledge base search support project documentation gathering for onboarding?▼

Yes, the RAG knowledge base search supports project documentation gathering and knowledge retention for onboarding. You query the relevant collections to retrieve curated documents and ingest new content to build a comprehensive onboarding reference.

How do I retrieve ranked documents from a security-research collection?▼

To retrieve ranked documents from a security-research collection, you apply a search query across the curated RAG knowledge base. The system returns concise, ranked results matching your security research query from that specific collection.