What is Open Agent Skill?

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.

How do I install a skill?

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

How are skills ranked?

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.

How do I submit my own skill?

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.

EmbedAnything

VERIFIED

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

Downloads 0

Stars 1.3K

Version 1.0.0

Quality 100/100 · Excellent

Install with one command

$ npx skills add StarlightSearch/EmbedAnything

Decision summary

Production-ready for RAG and knowledge

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100

Readiness

Best for

RAG and knowledge workflows
Claude Code teams
teams that value GitHub adoption signals

Not ideal for

teams that need a vendor-supported SLA
high-compliance environments without internal security review

Risk notes

No OpenAgentSkill engagement data yet

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

100

GitHub stars

1.3K

Freshness

24d ago

Install ready

Yes

License

Apache-2.0

Workflow fit

Use this skill in these scenarios

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Operate web apps

Browser automation

I need my agent to control a browser, fill forms, and verify web app workflows.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Stack fit

Add it to a complete workflow

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Operate and verify web apps

Browser QA agent

A stack for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Overview

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

rustFULL

ragFULL

Technical Details

Version: 1.0.0
License: Apache-2.0
Last Updated: 5/31/2026
Published: 5/24/2026

Frameworks & Tools

RustRAG

Install

Free and open source

Compare Alternatives View on GitHub Documentation

Claim this skill

Project owners can request ownership review. Approved claims unlock a stronger trust signal.

Author

StarlightSearch✓

@starlightsearch

Platform Fit

Claude Code

Health Signals

GitHub stars: 1.3K
Quality score: 63/100
Last GitHub push: May 7, 2026
Framework hints: 2
OpenAgentSkill views: 0
Install copies: 0
Outbound clicks: 0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

—Open source (public GitHub repo)
—AI static analysis passed
—License: Apache-2.0
—Manually verified by team

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