AI Agent Skills Directory | RAG Knowledge Articles: 10 RAG Knowledge Picks Worth a Look (Sep 2026)
RAG Knowledge picks ranked by real platform usage heat — here are 10 worth a look. (vector search review)
How to Build a RAG Pipeline
The list below answers that directly — every entry was picked around it and ordered by real platform data. Usually the first one is enough. (vector search review)
1. local-file-rag-basic
Author: wjreliable ｜ Source: clawhub_mirror ｜ Downloads: 66 ｜ Hot: 79.2
High-performance local File RAG suite (Basic Edition).
2. AnySearch
Author: user_51511428 ｜ Source: tencent_skillhub ｜ Downloads: 24,729 ｜ Hot: 73.22
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
3. Knowledge Distillation
Author: harrylabsj ｜ Source: clawhub_mirror ｜ Downloads: 61 ｜ Hot: 73.2
Distill OpenClaw daily memory, session transcripts, and newly generated report files into new knowledge points and deeper knowledge leads.
4. knowledge-forge
Author: angjustinl ｜ Source: clawhub_mirror ｜ Downloads: 61 ｜ Hot: 73.2
Transform raw personal experience, case studies, business documents, or draft content into transferable cognitive assets -- structured knowledge that others can understand, remember, and apply. Use this skill when users want to turn experience or case studies into teachable content, redesign
5. knowledge-distiller
Author: chenchen913 ｜ Source: clawhub_mirror ｜ Downloads: 61 ｜ Hot: 73.2
A structured knowledge extraction tool that helps users clarify, organize, and store tacit knowledge through active questioning. USE THIS SKILL when you want to: (1) Turn vague ideas into clear methodologies; (2) Clarify complex concepts through Socratic questioning; (3) Extract structured notes
6. Tavily Web Search Skill for OpenClaw 🦀
Author: goktugcy ｜ Source: tencent_skillhub ｜ Downloads: 15,455 ｜ Hot: 69.82
use this when the user asks to search the web, look up recent information, check current events, gather online sources, or research a topic using tavily search.
7. Rag Evaluator
Author: bytesagain1 ｜ Source: clawhub_mirror ｜ Downloads: 57 ｜ Hot: 68.4
Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like a ragaai catalyst, python, agentic-ai.
8. Rag Architect
Author: alirezarezvani ｜ Source: clawhub_mirror ｜ Downloads: 56 ｜ Hot: 67.2
RAG Architect - POWERFUL
9. RAG
Author: clawic ｜ Source: clawhub_mirror ｜ Downloads: 55 ｜ Hot: 66.0
Designs, tunes, and debugs retrieval-augmented generation (RAG) pipelines: chunking, embeddings, hybrid retrieval, reranking, and grounded answers.
10. Ai Rag Pipeline
Author: okaris ｜ Source: clawhub_mirror ｜ Downloads: 49 ｜ Hot: 58.8
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter. Capabilities: research, fact-checking, grounded responses, knowledge retrieval. Use for: AI agents, research assistants, fact-checkers
Direct links
- View details: local-file-rag-basic
- View details: AnySearch
- View details: Knowledge Distillation
- View details: knowledge-forge
- View details: knowledge-distiller
- View details: Tavily Web Search Skill for OpenClaw 🦀
- View details: Rag Evaluator
- View details: Rag Architect
Curated by StackPilot —— the ai agent skills directory. Browse all categories for the full directory.