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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.

4
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 1-4 of 4 ranked candidates matching "torch"

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

1

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 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 Coding agents

Claude Code + CLI · 4 targets

pythonmachine-learning
by pytorchDetailsQuick view
2

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 Agents14d 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
3

Keras

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · REVIEWEDCODING

Deep Learning for humans

$ npx skills add keras-team/keras
64.1K stars77 quality96 trustReviewedClaude 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: 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
4

Yolov5

VERIFIEDEXCELLENT · 100TRUST · 96SAFE · VERIFIEDCODING

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

$ npx skills add ultralytics/yolov5
57.5K 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 Coding agents

Claude Code + CLI · 4 targets

pythonmachine-learning
by ultralyticsDetailsQuick view