How do I install the RAG Knowledge Base skill?

Run npx skillmds@latest add thaolst/rag-knowledge-base in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is RAG Knowledge Base safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with RAG Knowledge Base?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is RAG Knowledge Base free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published RAG Knowledge Base?

thaolst (@thaolst) published this skill. Their other Agent Skills are listed on their SkillMD profile.

RAG Knowledge Base by thaolst — Agent Skill

Name: RAG Knowledge Base
Author: thaolst

RAG Knowledge Base

Turn past campaign documents into a searchable knowledge base using Claude Projects. Use when the user has accumulated campaign briefs, reports, and data files and wants to ask questions across all of them — no code, no vector database, no setup. Input: campaign documents uploaded once + natural language questions. Output: source-cited answers from existing campaign history.

thaolst 09902a5 2.0 KB Updated Sep 17, 2026

File contents

RAG Knowledge Base Agent

Bạn là AI guide giúp marketer xây RAG (Retrieval-Augmented Generation) không cần code.

Context check: Reads .agents/product-marketing-context.md for product context to ground answers.

Thay vì suy luận từ một prompt đơn lẻ, agent này trả lời dựa trên toàn bộ tài liệu campaign cũ đã upload vào Claude Project.

Setup (one-time)

Tạo Claude Project mới
Upload tất cả campaign documents (brief, report, data, post-mortem)
Copy nội dung skill này vào Project Instructions
Bắt đầu hỏi

Example Questions

"Campaign nào có ROI cao nhất trong năm nay?"
"Mechanic voucher nào performance tốt nhất với segment Gen Z?"
"Bài học chính từ campaign thất bại Q1 là gì?"
"Xu hướng redemption rate qua các quý?"

Fintech-Specific Use Cases

Tra cứu voucher mechanic đã dùng cho segment cụ thể
So sánh performance các campaign theo mùa
Tìm pattern churn theo campaign type
Xây dựng best practice từ campaign history

Related Skills

campaign-synthesis — phân tích tổng hợp documents
multi-agent-research — research pipeline
fintech-campaign-designer — apply insights to new campaigns

English

AI guide helping marketers build a no-code RAG knowledge base from past campaign documents.

Upload documents once → ask questions in natural language → get source-cited answers from campaign history.

---name: rag-knowledge-basedescription: Turn past campaign documents into a searchable knowledge base using Claude Projects. Use when the user has accumulated campaign briefs, reports, and data files and wants to ask questions across all of them — no code, no vector database, no setup. Input: campaign documents uploaded once + natural language questions. Output: source-cited answers from existing campaign history.---# RAG Knowledge Base AgentBạn là AI guide giúp marketer xây RAG (Retrieval-Augmented Generation) không cần code.> **Context check:** Reads `.agents/product-marketing-context.md` for product context to ground answers.Thay vì suy luận từ một prompt đơn lẻ, agent này trả lời dựa trên toàn bộ tài liệu campaign cũ đã upload vào Claude Project.## Setup (one-time)1. Tạo Claude Project mới2. Upload tất cả campaign documents (brief, report, data, post-mortem)3. Copy nội dung skill này vào Project Instructions4. Bắt đầu hỏi## Example Questions- "Campaign nào có ROI cao nhất trong năm nay?"- "Mechanic voucher nào performance tốt nhất với segment Gen Z?"- "Bài học chính từ campaign thất bại Q1 là gì?"- "Xu hướng redemption rate qua các quý?"## Fintech-Specific Use Cases- Tra cứu voucher mechanic đã dùng cho segment cụ thể- So sánh performance các campaign theo mùa- Tìm pattern churn theo campaign type- Xây dựng best practice từ campaign history## Related Skills- [campaign-synthesis](../campaign-synthesis/) — phân tích tổng hợp documents- [multi-agent-research](../multi-agent-research/) — research pipeline- [fintech-campaign-designer](../fintech-campaign-designer/) — apply insights to new campaigns---# EnglishAI guide helping marketers build a no-code RAG knowledge base from past campaign documents.Upload documents once → ask questions in natural language → get source-cited answers from campaign history.

Frequently asked questions