AI 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 204 ranked candidates matching "music-information-retrieval"
Best blend of relevance, quality, freshness, and verified outcomes
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
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
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
$ npx skills add VectifyAI/PageIndexScenario 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 Platform - AI Chat with advanced features that works with every LLM
$ npx skills add onyx-dot-app/onyxScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 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
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault t…
$ npx skills add weaviate/weaviateScenario 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
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
$ npx skills add beir-cellar/beirScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Deep neural network to extract intelligent information from invoice documents.
$ npx skills add naiveHobo/InvoiceNetScenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.
CLI + Codex · 4 targets
Late Interaction Models Training & Retrieval
$ npx skills add lightonai/pylateScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK!
$ npx skills add zaidmukaddam/sciraScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A native macOS app that allows users to chat with a local LLM that can respond with information from files, folders and websites on your Mac without installing any other…
$ npx skills add johnbean393/SidekickScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
$ npx skills add 666ghj/MiroFishScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
$ npx skills add Shubhamsaboo/awesome-llm-appsScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
21 Lessons, Get Started Building with Generative AI
$ npx skills add microsoft/generative-ai-for-beginnersScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, ima…
$ npx skills add safishamsi/graphifyScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 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 204 ranked candidates matching "music-information-retrieval"
Best blend of relevance, quality, freshness, and verified outcomes
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
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
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
$ npx skills add VectifyAI/PageIndexScenario 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 Platform - AI Chat with advanced features that works with every LLM
$ npx skills add onyx-dot-app/onyxScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 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
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault t…
$ npx skills add weaviate/weaviateScenario 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
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
$ npx skills add beir-cellar/beirScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
Deep neural network to extract intelligent information from invoice documents.
$ npx skills add naiveHobo/InvoiceNetScenario Document processing · I need my agent to read PDFs, extract tables, and turn documents into structured data.
CLI + Codex · 4 targets
Late Interaction Models Training & Retrieval
$ npx skills add lightonai/pylateScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK!
$ npx skills add zaidmukaddam/sciraScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A native macOS app that allows users to chat with a local LLM that can respond with information from files, folders and websites on your Mac without installing any other…
$ npx skills add johnbean393/SidekickScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
$ npx skills add 666ghj/MiroFishScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
CLI + Codex · 4 targets
100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
$ npx skills add Shubhamsaboo/awesome-llm-appsScenario GitHub automation · I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
CLI + Codex · 4 targets
21 Lessons, Get Started Building with Generative AI
$ npx skills add microsoft/generative-ai-for-beginnersScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
OpenAI Agents + CLI · 4 targets
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, ima…
$ npx skills add safishamsi/graphifyScenario RAG and knowledge · I need my agent to build a RAG workflow over documents and retrieve reliable context.
Claude Code + OpenAI Agents · 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