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Skill Registry

Find the right skill for the job your agent is doing.

Search by task, platform, trust profile, or GitHub adoption. OpenAgentSkill keeps the interface human-readable and the API ready for agents.

16
Shown
9
Tracks
77
Targets

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

95

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

95 quality95 maintained

Research

Research and knowledge work

27

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

27 quality27 maintained

Finance

Finance and quant workflows

6

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

6 quality6 maintained

Marketing

Marketing and growth automation

1

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

1 quality1 maintained

Design

Design and creative production

8

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

8 quality8 maintained

Data

Data, BI, and analytics

16

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

16 quality16 maintained

Legal

Legal, policy, and compliance

2

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

2 quality2 maintained

Education

Education and tutoring

1

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

1 quality1 maintained

World Cup

Football and World Cup analytics

0

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

0 quality0 maintained

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 26 ranked candidates matching "gin"

Best blend of quality, stars, freshness, and agent usage

1

Seedance 2.0 Skill OS

EXCELLENT · 100TRUST · 83SAFE · REVIEWEDDESIGN

Direct the model. Do not micro-manage the frame.

$ python scripts/install_codex_skill.py --force
796 stars88 quality83 trustReviewed with permission notesClaude Code + OpenAI Agents1d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.Check: Installer replaces an existing local seedance-20 skill directory when --force i…
TrustGood trust signals with a few areas worth checking before rollout.Review: Installer replaces an existing local seedance-20 skill directory when --force i…
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

Claude Code + OpenAI Agents · 4 targets

codexclaude-codeopenclawgemini-cligithub-copilot
by Emily2040DetailsQuick view
2

Ohmyzsh

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · REVIEWEDCODING

🙃 A delightful community-driven (with 2,500+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, macOS, hub, docker…

$ npx skills add ohmyzsh/ohmyzsh
188.1K stars78 quality93 trustReviewed with permission notesClaude Code1d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + CLI · 4 targets

shellproductivity
by ohmyzshDetailsQuick view
3

Transformers

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDDESIGN

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and traini…

$ npx skills add huggingface/transformers
161.6K stars78 quality98 trustVerifiedClaude Code1d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Multimodal media

Claude Code + CLI · 4 targets

pythonmachine-learning
by huggingfaceDetailsQuick view
4

Langchain

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · REVIEWEDCODING

The agent engineering platform.

$ npx skills add langchain-ai/langchain
139.3K stars78 quality96 trustReviewedClaude Code + OpenAI Agents2d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

Claude Code + OpenAI Agents · 4 targets

pythonai-agents
by langchain-aiDetailsQuick view
5

Generative AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · VERIFIEDRESEARCH

21 Lessons, Get Started Building with Generative AI

$ npx skills add microsoft/generative-ai-for-beginners
112.0K stars78 quality96 trustVerifiedClaude Code + OpenAI Agents6d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge

Claude Code + OpenAI Agents · 4 targets

jupyter-notebooksemantic-search
by microsoftDetailsQuick view
6

Web Dev For Beginners

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · VERIFIEDEDUCATION

24 Lessons, 12 Weeks, Get Started as a Web Developer

$ npx skills add microsoft/Web-Dev-For-Beginners
95.9K stars78 quality96 trustVerifiedClaude Code3d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents

Claude Code + CLI · 4 targets

javascripteducation
by microsoftDetailsQuick view
7

ML For Beginners

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · VERIFIEDCODING

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

$ npx skills add microsoft/ML-For-Beginners
86.9K stars78 quality96 trustVerifiedClaude Code7d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario GitHub automation

Claude Code + CLI · 4 targets

jupyter-notebookmachine-learning
by microsoftDetailsQuick view
8

Ragflow

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDCODING

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/ragflow
82.6K stars78 quality98 trustVerifiedClaude Code4d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Coding agents

Claude Code + CLI · 4 targets

pythonai-agents
by infiniflowDetailsQuick view
9

Elasticsearch

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDRESEARCH

Free and Open Source, Distributed, RESTful Search Engine

$ npx skills add elastic/elasticsearch
77.0K stars77 quality92 trustReviewedClaude Code1d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario RAG and knowledge

Claude Code + CLI · 4 targets

javasearch
by elasticDetailsQuick view
10

Tesseract

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · REVIEWEDRESEARCH

Tesseract Open Source OCR Engine (main repository)

$ npx skills add tesseract-ocr/tesseract
74.7K stars77 quality96 trustReviewedClaude Code3d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Document processing

Claude Code + CLI · 4 targets

c++ocr
by tesseract-ocrDetailsQuick view
11

Caveman

VERIFIEDEXCELLENT · 100TRUST · 94SAFE · REVIEWEDCODING

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

$ npx skills add JuliusBrussee/caveman
72.3K stars77 quality94 trustReviewed with permission notesClaude Code4d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Permission surface needs review: secrets or environment access, filesystem or d…
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + CLI · 4 targets

javascriptclaude-code
by JuliusBrusseeDetailsQuick view
12

AI Agents For Beginners

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · REVIEWEDCODING

12 Lessons to Get Started Building AI Agents

$ npx skills add microsoft/ai-agents-for-beginners
67.3K stars77 quality93 trustReviewedClaude Code22d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

Claude Code + CLI · 4 targets

jupyter-notebookai-agents
by microsoftDetailsQuick view
13

MiroFish

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDRESEARCH

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/MiroFish
66.4K stars77 quality98 trustVerifiedClaude Code23d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario RAG and knowledge

Claude Code + CLI · 4 targets

pythonknowledge-graph
by 666ghjDetailsQuick view
14

Llm App

VERIFIEDEXCELLENT · 100TRUST · 97SAFE · VERIFIEDDATA

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, Pos…

$ npx skills add pathwaycom/llm-app
59.4K stars77 quality97 trustVerifiedClaude Code6d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.

Scenario Database and SQL

Claude Code + CLI · 4 targets

jupyter-notebookrag
by pathwaycomDetailsQuick view
15

Agent Skills

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDCODING

Production-grade engineering skills for AI coding agents.

$ npx skills add addyosmani/agent-skills
59.0K stars77 quality92 trustReviewed with permission notesClaude Code + Cursor3d since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + Cursor · 4 targets

shellai-agents
by addyosmaniDetailsQuick view
16

Meilisearch

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

$ npx skills add meilisearch/meilisearch
58.1K stars77 quality90 trustReviewed with permission notesClaude Code5d since pushNeeds review
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

Claude Code + CLI · 4 targets

rustsemantic-search
by meilisearchDetailsQuick view

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