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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

96

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

96 quality96 maintained

Research

Research and knowledge work

26

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

26 quality26 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 29 ranked candidates matching "ach"

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

1

Tensorflow

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

An Open Source Machine Learning Framework for Everyone

$ npx skills add tensorflow/tensorflow
195.7K stars78 quality95 trustVerifiedClaude Code2d 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

c++machine-learning
by tensorflowDetailsQuick view
2

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 Code2d 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
3

Pytorch

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

Tensors and Dynamic neural networks in Python with strong GPU acceleration

$ npx skills add pytorch/pytorch
100.8K stars78 quality91 trustReviewedClaude Code2d 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 Coding agents

Claude Code + CLI · 4 targets

pythonmachine-learning
by pytorchDetailsQuick view
4

LLMs From Scratch

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDCODING

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

$ npx skills add rasbt/LLMs-from-scratch
97.3K stars78 quality92 trustReviewedClaude Code + OpenAI Agents16d 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 GitHub automation

Claude Code + OpenAI Agents · 4 targets

jupyter-notebookmachine-learning
by rasbtDetailsQuick view
5

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 Code9d 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
6

Cs Video Courses

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDDESIGN

List of Computer Science courses with video lectures.

$ npx skills add Developer-Y/cs-video-courses
81.8K stars78 quality92 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Multimodal media

Claude Code + CLI · 4 targets

machine-learning
by Developer-YDetailsQuick view
7

Tesseract

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · REVIEWEDRESEARCH

Tesseract Open Source OCR Engine (main repository)

$ npx skills add tesseract-ocr/tesseract
74.7K stars77 quality96 trustReviewedClaude Code5d 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
8

Superset

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · VERIFIEDDATA

Apache Superset is a Data Visualization and Data Exploration Platform

$ npx skills add apache/superset
73.3K stars77 quality96 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 Data analysis

Claude Code + CLI · 4 targets

typescriptbi
by apacheDetailsQuick view
9

OpenBB

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDFINANCE

Financial data platform for analysts, quants and AI agents.

$ npx skills add OpenBB-finance/OpenBB
69.4K stars77 quality92 trustReviewedClaude CodePushed todaySafe 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 Finance and quant

Claude Code + CLI · 4 targets

pythonfinance
by OpenBB-financeDetailsQuick view
10

Learn Claude Code

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · REVIEWEDCODING

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

$ npx skills add shareAI-lab/learn-claude-code
67.4K stars77 quality95 trustReviewed with permission notesClaude 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

Claude Code + CLI · 4 targets

pythonai-agents
by shareAI-labDetailsQuick view
11

Echarts

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · VERIFIEDDATA

Apache ECharts is a powerful, interactive charting and data visualization library for browser

$ npx skills add apache/echarts
66.6K stars77 quality96 trustVerifiedClaude Code + Browser agents16d 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 Data analysis

Claude Code + Browser agents · 4 targets

typescriptdata-visualization
by apacheDetailsQuick view
12

Scikit Learn

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · REVIEWEDDATA

scikit-learn: machine learning in Python

$ npx skills add scikit-learn/scikit-learn
66.4K stars77 quality93 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: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Data analysis

Claude Code + CLI · 4 targets

pythondata-analysis
by scikit-learnDetailsQuick view
13

Keras

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · REVIEWEDCODING

Deep Learning for humans

$ npx skills add keras-team/keras
64.1K stars77 quality96 trustReviewedClaude 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/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

Claude Code + CLI · 4 targets

pythonmachine-learning
by keras-teamDetailsQuick view
14

Understand Anything

VERIFIEDEXCELLENT · 100TRUST · 94SAFE · REVIEWEDRESEARCH

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Code…

$ npx skills add Egonex-AI/Understand-Anything
63.6K stars77 quality94 trustReviewed with permission notesClaude Code + OpenAI Agents1d 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 RAG and knowledge

Claude Code + OpenAI Agents · 4 targets

typescriptknowledge-graph
by Egonex-AIDetailsQuick view
15

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
59.3K stars77 quality97 trustVerifiedClaude Code8d 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
16

Ultralytics

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDDESIGN

Ultralytics YOLO 🚀

$ npx skills add ultralytics/ultralytics
58.5K stars77 quality92 trustReviewed with permission notesClaude Code2d 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

Claude Code + CLI · 4 targets

pythonmachine-learning
by ultralyticsDetailsQuick view

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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.

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