Question 1

What is Open Agent Skill?

Accepted Answer

Open Agent Skill is an open marketplace for AI agent skills. It helps developers discover, publish, and share reusable skills, tools, plugins, and workflows for AI agents like Claude, GPT, and LangChain.

Question 2

How do I install a skill?

Accepted Answer

You can install any skill using the command: npx skills add <owner/repo>. Each skill page also shows specific installation instructions.

Question 3

How are skills ranked?

Accepted Answer

Skills are ranked by real agent usage data, not just GitHub stars. We track actual API calls from agents, success rates, and response times to surface the most reliable skills.

Question 4

How do I submit my own skill?

Accepted Answer

Visit the Submit page and provide your GitHub repository URL. Our AI will review your skill for quality and security, then it will be listed in the marketplace.

Signal	Memvid Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.	MarkItDown Convert documents into Markdown for agent-readable context	Awesome Llm Apps 100+ AI Agent & RAG apps you can actually run — clone, customize, ship.	RAGFlow Build document intelligence and RAG workflows for agents
Quality	100/100 Excellent	100/100 Excellent	100/100 Excellent	100/100 Excellent
Adoption	16K stars 0 installs	125K stars 0 installs	112K stars 0 installs	81K stars 0 installs
Freshness	May 6, 2026	May 22, 2026	May 23, 2026	May 22, 2026
Use-case fit	RAG and knowledge Coding agents Workflow automation	Document processing RAG and knowledge GitHub automation	Coding agents RAG and knowledge GitHub automation	RAG and knowledge Document processing GitHub automation
Stack fit	RAG knowledge base Coding review agent	RAG knowledge base Web data pipeline	Coding review agent RAG knowledge base	RAG knowledge base Coding review agent
Platform hints	Rust, RAG, Claude Code	Python, RAG, LLM, Claude Code	Python, RAG, Claude Code	RAG, Python, LLM, Claude Code
Warnings	No major warning signals	No major warning signals	No major warning signals	No major warning signals
Install	`$ npx skills add memvid/memvid`	`$ npx skills add microsoft/markitdown`	`$ npx skills add Shubhamsaboo/awesome-llm-apps`	`$ npx skills add infiniflow/ragflow`

Compare agent skills before installing.

Comparing 4 skills