OpenAgentSkill Task
Task: Build a RAG knowledge base
Intent: Ingest docs, chunk content, retrieve relevant passages, and cite sources in agent answers.
Agent prompt: Find the best skill for building a RAG knowledge base over documents with retrieval, citations, and verification steps.

Success criteria:
- Supports source attribution
- Can test retrieval quality
- Separates ingestion from answer generation

Do not use when:
- Source documents are not curated
- Answers require real-time data
- Private data cannot leave the workspace

Resolve API:
https://www.openagentskill.com/api/agent/resolve?task=Find%20the%20best%20skill%20for%20building%20a%20RAG%20knowledge%20base%20over%20documents%20with%20retrieval%2C%20citations%2C%20and%20verification%20steps.&agent=codex&max_risk=medium

Ranked skills:
1. RAG Techniques (nirdiamant-rag-techniques)
   Match score: 835
   This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
   Trust: 86/100 Production candidate
   Audit: 90/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/nirdiamant-rag-techniques
   Install API: https://www.openagentskill.com/api/skills/nirdiamant-rag-techniques/install
---
2. Orama (oramasearch-orama)
   Match score: 771
   🌌  A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
   Trust: 83/100 Strong shortlist
   Audit: 87/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/oramasearch-orama
   Install API: https://www.openagentskill.com/api/skills/oramasearch-orama/install
---
3. Meilisearch (meilisearch-meilisearch)
   Match score: 768
   A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
   Trust: 84/100 Strong shortlist
   Audit: 88/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/meilisearch-meilisearch
   Install API: https://www.openagentskill.com/api/skills/meilisearch-meilisearch/install
---
4. Flexsearch (nextapps-de-flexsearch)
   Match score: 767
   Next-generation full-text search library for Browser and Node.js
   Trust: 85/100 Strong shortlist
   Audit: 88/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/nextapps-de-flexsearch
   Install API: https://www.openagentskill.com/api/skills/nextapps-de-flexsearch/install
---
5. WeKnora (tencent-weknora)
   Match score: 761
   Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
   Trust: 87/100 Production candidate
   Audit: 90/100 Safe to try
   Install: 
   Detail: https://www.openagentskill.com/skills/tencent-weknora
   Install API: https://www.openagentskill.com/api/skills/tencent-weknora/install