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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.

27
Shown
42
Tracks
92
Targets

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

142

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

142 quality142 maintained

Research

Research and knowledge work

41

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

41 quality41 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

4

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

4 quality4 maintained

Design

Design and creative production

11

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

11 quality11 maintained

Data

Data, BI, and analytics

21

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

21 quality21 maintained

Legal

Legal, policy, and compliance

5

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

5 quality5 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 27 skills matching "machine"

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 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

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 training.

$ npx skills add huggingface/transformers
161.6K stars78 quality98 trustVerifiedClaude 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Multimodal media

I need my agent to process images, video, or audio and extract useful information.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

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 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 risk, and install availability.Review: License is unclear · License clarity: Unknown
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

License is unclear

Gate

review

Reviewed

pythonmachine-learning
by pytorchDetailsQuick view
4

LLMs From Scratch

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

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

$ npx skills add rasbt/LLMs-from-scratch
97.3K stars78 quality91 trustReviewedClaude Code + OpenAI Agents13d 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 risk, and install availability.Review: License is unclear · License clarity: Unknown
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + OpenAI Agents + CLI

4 install targets

Maintenance

fresh

13d since push

Risk

Safe to try

License is unclear

Gate

review

Reviewed

jupyter-notebookmachine-learning
by rasbtDetailsQuick view
5

ML For Beginners

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

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

$ npx skills add microsoft/ML-For-Beginners
86.9K stars78 quality95 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

6d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebookmachine-learning
by microsoftDetailsQuick view
6

Cs Video Courses

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDDESIGN

List of Computer Science courses with video lectures.

$ npx skills add Developer-Y/cs-video-courses
81.8K 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 risk, and install availability.Review: License is unclear · License clarity: Unknown
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Multimodal media

I need my agent to process images, video, or audio and extract useful information.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

1d since push

Risk

Safe to try

License is unclear

Gate

review

Reviewed

machine-learning
by Developer-YDetailsQuick view
7

Tesseract

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · REVIEWEDRESEARCH

Tesseract Open Source OCR Engine (main repository)

$ npx skills add tesseract-ocr/tesseract
74.7K stars77 quality95 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 risk, and install availability.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Document processing

I need my agent to read PDFs, extract tables, and turn documents into structured data.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

2d since push

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

c++ocr
by tesseract-ocrDetailsQuick view
8

OpenBB

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDFINANCE

Financial data platform for analysts, quants and AI agents.

$ npx skills add OpenBB-finance/OpenBB
69.2K stars77 quality91 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 risk, and install availability.Review: License is unclear · License clarity: Unknown
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Finance and quant

I need my agent to analyze markets, financial data, filings, portfolios, and quant strategies.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

License is unclear

Gate

review

Reviewed

pythonfinance
by OpenBB-financeDetailsQuick view
9

Scikit Learn

VERIFIEDEXCELLENT · 100TRUST · 92SAFE · REVIEWEDDATA

scikit-learn: machine learning in Python

$ npx skills add scikit-learn/scikit-learn
66.3K stars77 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 risk, and install availability.Review: Documentation summary is thin · README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Data analysis

I need my agent to analyze CSV data, produce insights, and explain trends.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

3d since push

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

pythondata-analysis
by scikit-learnDetailsQuick view
10

Keras

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · REVIEWEDCODING

Deep Learning for humans

$ npx skills add keras-team/keras
64.1K stars77 quality95 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 risk, and install availability.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

3d since push

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

pythonmachine-learning
by keras-teamDetailsQuick view
11

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, PostgreSQL, real-time data APIs, and more.

$ 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Database and SQL

I need my agent to inspect database schemas, write SQL, and explain query results.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

6d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebookrag
by pathwaycomDetailsQuick view
12

Ultralytics

VERIFIEDEXCELLENT · 100TRUST · 93SAFE · REVIEWEDDESIGN

Ultralytics YOLO 🚀

$ npx skills add ultralytics/ultralytics
58.5K stars77 quality93 trustReviewed with permission notesClaude 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 risk, and install availability.Review: Documentation summary is thin
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.Action: Require human approval before installing into a real workspace.

Scenario

Multimodal media

I need my agent to process images, video, or audio and extract useful information.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed with permission notes

pythonmachine-learning
by ultralyticsDetailsQuick view
13

Yolov5

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

$ npx skills add ultralytics/yolov5
57.5K stars77 quality95 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

3d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythonmachine-learning
by ultralyticsDetailsQuick view
14

Faceswap

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · REVIEWEDCODING

Deepfakes Software For All

$ npx skills add deepfakes/faceswap
55.3K stars76 quality95 trustReviewedClaude Code18d 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 risk, and install availability.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

18d since push

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

pythonmachine-learning
by deepfakesDetailsQuick view
15

Julia

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · REVIEWEDCODING

The Julia Programming Language

$ npx skills add JuliaLang/julia
48.9K stars76 quality95 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 risk, and install availability.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

juliamachine-learning
by JuliaLangDetailsQuick view
16

AI For Beginners

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

12 Weeks, 24 Lessons, AI for All!

$ npx skills add microsoft/AI-For-Beginners
48.2K stars76 quality95 trustVerifiedClaude 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

5d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

jupyter-notebookmachine-learning
by microsoftDetailsQuick view
17

Streamlit

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDDATA

Streamlit — A faster way to build and share data apps.

$ npx skills add streamlit/streamlit
45.0K stars76 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Data analysis

I need my agent to analyze CSV data, produce insights, and explain trends.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

2d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythondata-analysis
by streamlitDetailsQuick view
18

Supervision

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDDESIGN

We write your reusable computer vision tools. 💜

$ npx skills add roboflow/supervision
44.4K stars76 quality95 trustVerifiedClaude 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Multimodal media

I need my agent to process images, video, or audio and extract useful information.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythonmachine-learning
by roboflowDetailsQuick view
19

Gradio

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDDATA

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

$ npx skills add gradio-app/gradio
42.9K stars76 quality98 trustVerifiedClaude 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Data analysis

I need my agent to analyze CSV data, produce insights, and explain trends.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythondata-analysis
by gradio-appDetailsQuick view
20

Ray

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDCODING

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

$ npx skills add ray-project/ray
42.9K stars76 quality98 trustVerifiedClaude 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythonmachine-learning
by ray-projectDetailsQuick view
21

DeepSpeed

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDCODING

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

$ npx skills add deepspeedai/DeepSpeed
42.5K stars76 quality98 trustVerifiedClaude 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythonmachine-learning
by deepspeedaiDetailsQuick view
22

Photoprism

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

AI-Powered Photos App for the Decentralized Web 🌈💎✨

$ npx skills add photoprism/photoprism
39.8K stars75 quality91 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 risk, and install availability.Review: License is unclear · License clarity: Unknown
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

License is unclear

Gate

review

Reviewed

gomachine-learning
by photoprismDetailsQuick view
23

Google Research

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · REVIEWEDRESEARCH

Google Research

$ npx skills add google-research/google-research
38.1K stars75 quality95 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 risk, and install availability.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.Action: Review the audit page, then allow agent install in a sandboxed workflow.

Scenario

RAG and knowledge

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

Documentation summary is thin

Gate

review

Reviewed

jupyter-notebookmachine-learning
by google-researchDetailsQuick view
24

Mediapipe

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDDESIGN

Cross-platform, customizable ML solutions for live and streaming media.

$ npx skills add google-ai-edge/mediapipe
35.7K stars75 quality95 trustVerifiedClaude 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Multimodal media

I need my agent to process images, video, or audio and extract useful information.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

Pushed today

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

c++machine-learning
by google-ai-edgeDetailsQuick view
25

SpaCy

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

💫 Industrial-strength Natural Language Processing (NLP) in Python

$ npx skills add explosion/spaCy
33.7K stars75 quality95 trustVerifiedClaude Code28d 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

GitHub automation

I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

28d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythonmachine-learning
by explosionDetailsQuick view
26

Netron

VERIFIEDEXCELLENT · 100TRUST · 95SAFE · VERIFIEDCODING

Visualizer for neural network, deep learning and machine learning models

$ npx skills add lutzroeder/netron
33.1K stars75 quality95 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

1d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

javascriptmachine-learning
by lutzroederDetailsQuick view
27

Pytorch Lightning

VERIFIEDEXCELLENT · 100TRUST · 98SAFE · VERIFIEDCODING

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

$ npx skills add Lightning-AI/pytorch-lightning
31.2K stars75 quality98 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 risk, and install availability.
Safety gateStrong metadata, audit, install, and review signals. Suitable for agent shortlists after normal workspace review.Action: Allow agent install in a sandbox or low-risk workspace, then promote after one successful narrow task.

Scenario

Coding agents

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

Agents

Claude Code + CLI + Codex

4 install targets

Maintenance

fresh

6d since push

Risk

Safe to try

No major risk signals from available metadata

Gate

allow

Verified

pythonmachine-learning
by Lightning-AIDetailsQuick view