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 64 ranked candidates matching "retrival-augmented"
Best blend of relevance, quality, freshness, and verified outcomes
:gem: "Marker-less Augmented Reality" with OpenCV and OpenGL.
$ npx skills add ahmetozlu/augmented_realityScenario Sports analytics · I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.
CLI + Codex · 4 targets
Advanced document extraction and chunking techniques for retrieval augmented generation that is aware of the layout of documents. Increases knowledge retrieval accuracy…
$ npx skills add aws-samples/layout-aware-document-processing-and-retrieval-augmented-generationScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG.
$ npx skills add sinanuozdemir/oreilly-retrieval-augmented-gen-aiScenario 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
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
$ npx skills add SciPhi-AI/R2RScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
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
[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
$ npx skills add sooftware/conformerScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.
$ npx skills add jonfairbanks/local-ragScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.
$ npx skills add Raudaschl/rag-fusionScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
OpenAI Agents + CLI · 4 targets
This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation (RAG) pipeline.
$ npx skills add NVIDIA-AI-Blueprints/ragScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
[EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.
$ npx skills add hhy-huang/HiRAGScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
A Survey on Multimodal Retrieval-Augmented Generation
$ npx skills add llm-lab-org/Multimodal-RAG-SurveyScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for L…
$ npx skills add infiniflow/ragflowScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 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
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
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 64 ranked candidates matching "retrival-augmented"
Best blend of relevance, quality, freshness, and verified outcomes
:gem: "Marker-less Augmented Reality" with OpenCV and OpenGL.
$ npx skills add ahmetozlu/augmented_realityScenario Sports analytics · I need my agent to analyze football matches, World Cup data, xG, players, teams, and predictions.
CLI + Codex · 4 targets
Advanced document extraction and chunking techniques for retrieval augmented generation that is aware of the layout of documents. Increases knowledge retrieval accuracy…
$ npx skills add aws-samples/layout-aware-document-processing-and-retrieval-augmented-generationScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG.
$ npx skills add sinanuozdemir/oreilly-retrieval-augmented-gen-aiScenario 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
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
$ npx skills add SciPhi-AI/R2RScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
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
[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
$ npx skills add sooftware/conformerScenario Multimodal media · I need my agent to process images, video, or audio and extract useful information.
CLI + Codex · 4 targets
Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive data leaving your network.
$ npx skills add jonfairbanks/local-ragScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
RAG-Fusion: multi-query generation + Reciprocal Rank Fusion for better retrieval-augmented generation. Includes evaluation harness with NFCorpus/BEIR.
$ npx skills add Raudaschl/rag-fusionScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
OpenAI Agents + CLI · 4 targets
This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation (RAG) pipeline.
$ npx skills add NVIDIA-AI-Blueprints/ragScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
[EMNLP'25 findings] This is the official repo for the paper, HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge.
$ npx skills add hhy-huang/HiRAGScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
A Survey on Multimodal Retrieval-Augmented Generation
$ npx skills add llm-lab-org/Multimodal-RAG-SurveyScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for L…
$ npx skills add infiniflow/ragflowScenario Coding agents · I need a coding agent that can understand a repository, edit code, and review pull requests.
CLI + Codex · 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
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
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