AI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
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Exact name and slug matches are checked against the live registry before ranked alternatives.
Decision filters
Showing 1-16 of 197 ranked candidates matching "retrieval-augmented-generation"
Best blend of relevance, quality, freshness, and verified outcomes
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
$ npx skills add NovaSearch-Team/RAG-RetrievalScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Retrieval and Retrieval-augmented LLMs
$ npx skills add FlagOpen/FlagEmbeddingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
$ npx skills add DEEP-PolyU/Awesome-GraphRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Easily compute clip embeddings and build a clip retrieval system with them
$ npx skills add rom1504/clip-retrievalScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM int…
$ npx skills add khoj-ai/khojScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 4 targets
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
$ npx skills add HKUDS/LightRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
A modular graph-based Retrieval-Augmented Generation (RAG) system
$ npx skills add microsoft/graphragScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
OpenAI Agents + CLI · 4 targets
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Code…
$ npx skills add Egonex-AI/Understand-AnythingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 4 targets
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
$ npx skills add NirDiamant/RAG_TechniquesScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + LangChain · 4 targets
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user…
$ npx skills add yanliudesign/mono-color-skill --skill mono-colorScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + CLI · 4 targets
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
$ npx skills add Marker-Inc-Korea/AutoRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
$ npx skills add GiovanniPasq/agentic-rag-for-dummiesScenario Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.
CLI + Codex · 4 targets
RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.
$ npx skills add rag-web-ui/rag-web-uiScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
LangChain + CLI · 4 targets
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
$ npx skills add qdrant/qdrantScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit con…
$ npx skills add deepset-ai/haystackScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
$ npx skills add Andrew-Jang/RAGHubScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Page 1
Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve APIAI Agent Skill Repository
Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.
Live registry search
Exact name and slug matches are checked against the live registry before ranked alternatives.
Decision filters
Showing 1-16 of 197 ranked candidates matching "retrieval-augmented-generation"
Best blend of relevance, quality, freshness, and verified outcomes
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
$ npx skills add NovaSearch-Team/RAG-RetrievalScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Retrieval and Retrieval-augmented LLMs
$ npx skills add FlagOpen/FlagEmbeddingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
$ npx skills add DEEP-PolyU/Awesome-GraphRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Easily compute clip embeddings and build a clip retrieval system with them
$ npx skills add rom1504/clip-retrievalScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM int…
$ npx skills add khoj-ai/khojScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 4 targets
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
$ npx skills add HKUDS/LightRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
A modular graph-based Retrieval-Augmented Generation (RAG) system
$ npx skills add microsoft/graphragScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
OpenAI Agents + CLI · 4 targets
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Code…
$ npx skills add Egonex-AI/Understand-AnythingScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 4 targets
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
$ npx skills add NirDiamant/RAG_TechniquesScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + LangChain · 4 targets
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user…
$ npx skills add yanliudesign/mono-color-skill --skill mono-colorScenario Research agents · I need my agent to research a topic, compare sources, and produce a concise report.
Claude Code + CLI · 4 targets
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
$ npx skills add Marker-Inc-Korea/AutoRAGScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
$ npx skills add GiovanniPasq/agentic-rag-for-dummiesScenario Data analysis · I need my agent to analyze CSV data, produce insights, and explain trends.
CLI + Codex · 4 targets
RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.
$ npx skills add rag-web-ui/rag-web-uiScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
LangChain + CLI · 4 targets
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
$ npx skills add qdrant/qdrantScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit con…
$ npx skills add deepset-ai/haystackScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
$ npx skills add Andrew-Jang/RAGHubScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Page 1
Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.
Try the agent resolve API