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.

33
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22
Tracks
111
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Decision filters

Choose by scenario, quality, and trust signals.

33 skills in ml-automation

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

1

Data Science Interviews

VERIFIEDEXCELLENT · 100TRUST · 100

Data science interview questions and answers

$ npx skills add alexeygrigorev/data-science-interviews
10.0K stars71 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
htmlmachine-learning
by alexeygrigorevQuick view
2

Pyod

VERIFIEDEXCELLENT · 100TRUST · 100

A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

$ npx skills add yzhao062/pyod
9.9K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by yzhao062Quick view
3

Pycaret

VERIFIEDEXCELLENT · 100TRUST · 100

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

$ npx skills add pycaret/pycaret
9.8K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
pythonmachine-learning
by pycaretQuick view
4

Sktime

VERIFIEDEXCELLENT · 100TRUST · 100

A unified framework for machine learning with time series

$ npx skills add sktime/sktime
9.8K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by sktimeQuick view
5

Gorse

VERIFIEDEXCELLENT · 100TRUST · 100

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

$ npx skills add gorse-io/gorse
9.7K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
gomachine-learning
by gorse-ioQuick view
6

Notebooks

VERIFIEDEXCELLENT · 100TRUST · 100

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

$ npx skills add roboflow/notebooks
9.5K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
jupyter-notebookmachine-learning
by roboflowQuick view
7

Cog

VERIFIEDEXCELLENT · 100TRUST · 100

Containers for machine learning

$ npx skills add replicate/cog
9.4K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: Documentation summary is thin
gomachine-learning
by replicateQuick view
8

Darts

VERIFIEDEXCELLENT · 100TRUST · 100

A python library for user-friendly forecasting and anomaly detection on time series.

$ npx skills add unit8co/darts
9.4K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by unit8coQuick view
9

X AnyLabeling

VERIFIEDEXCELLENT · 100TRUST · 100

Effortless data labeling with AI support from Segment Anything and other awesome models.

$ npx skills add CVHub520/X-AnyLabeling
9.4K stars70 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by CVHub520Quick view
10

Inference

VERIFIEDEXCELLENT · 100TRUST · 100

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

$ npx skills add xorbitsai/inference
9.3K stars70 quality100 trustClaude Code + OpenAI Agents
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by xorbitsaiQuick view
11

Machinelearning

VERIFIEDEXCELLENT · 100TRUST · 100

ML.NET is an open source and cross-platform machine learning framework for .NET.

$ npx skills add dotnet/machinelearning
9.3K stars69 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
c#machine-learning
by dotnetQuick view
12

Pyro

VERIFIEDEXCELLENT · 100TRUST · 100

Deep universal probabilistic programming with Python and PyTorch

$ npx skills add pyro-ppl/pyro
9.0K stars69 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by pyro-pplQuick view
13

Catboost

VERIFIEDEXCELLENT · 100TRUST · 100

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

$ npx skills add catboost/catboost
9.0K stars69 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
c++machine-learning
by catboostQuick view
14

Pixie

VERIFIEDEXCELLENT · 100TRUST · 100

Instant Kubernetes-Native Application Observability

$ npx skills add pixie-io/pixie
6.5K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
c++machine-learning
by pixie-ioQuick view
15

Kaggle Solutions

VERIFIEDEXCELLENT · 100TRUST · 100

🏅 Collection of Kaggle Solutions and Ideas 🏅

$ npx skills add faridrashidi/kaggle-solutions
6.4K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
astromachine-learning
by faridrashidiQuick view
16

Smile

VERIFIEDEXCELLENT · 100TRUST · 100

Statistical Machine Intelligence & Learning Engine

$ npx skills add haifengl/smile
6.4K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
javamachine-learning
by haifenglQuick view
17

Serving

VERIFIEDEXCELLENT · 100TRUST · 100

A flexible, high-performance serving system for machine learning models

$ npx skills add tensorflow/serving
6.4K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
c++machine-learning
by tensorflowQuick view
18

Skorch

VERIFIEDEXCELLENT · 100TRUST · 100

A scikit-learn compatible neural network library that wraps PyTorch

$ npx skills add skorch-dev/skorch
6.2K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
jupyter-notebookmachine-learning
by skorch-devQuick view
19

Grobid

VERIFIEDEXCELLENT · 100TRUST · 100

A machine learning software for extracting information from scholarly documents

$ npx skills add grobidOrg/grobid
4.9K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
javamachine-learning
by grobidOrgQuick view
20

Pytorch Forecasting

VERIFIEDEXCELLENT · 100TRUST · 100

Time series forecasting with PyTorch

$ npx skills add sktime/pytorch-forecasting
4.9K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by sktimeQuick view
21

Speech To Speech

VERIFIEDEXCELLENT · 100TRUST · 100

Build local voice agents with open-source models

$ npx skills add huggingface/speech-to-speech
4.9K stars68 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by huggingfaceQuick view
22

Djl

VERIFIEDEXCELLENT · 100TRUST · 100

An Engine-Agnostic Deep Learning Framework in Java

$ npx skills add deepjavalibrary/djl
4.8K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
javamachine-learning
by deepjavalibraryQuick view
23

Statsforecast

VERIFIEDEXCELLENT · 100TRUST · 100

Lightning ⚡️ fast forecasting with statistical and econometric models.

$ npx skills add Nixtla/statsforecast
4.8K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by NixtlaQuick view
24

Ignite

VERIFIEDEXCELLENT · 100TRUST · 100

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

$ npx skills add pytorch/ignite
4.8K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by pytorchQuick view
25

Flux.Jl

VERIFIEDEXCELLENT · 100TRUST · 100

Relax! Flux is the ML library that doesn't make you tensor

$ npx skills add FluxML/Flux.jl
4.7K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
juliamachine-learning
by FluxMLQuick view
26

Executorch

VERIFIEDEXCELLENT · 100TRUST · 100

On-device AI across mobile, embedded and edge for PyTorch

$ npx skills add pytorch/executorch
4.7K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
pythonmachine-learning
by pytorchQuick view
27

Jetson Containers

VERIFIEDEXCELLENT · 100TRUST · 100

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

$ npx skills add dusty-nv/jetson-containers
4.7K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
jupyter-notebookmachine-learning
by dusty-nvQuick view
28

Cleanrl

VERIFIEDEXCELLENT · 100TRUST · 100

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

$ npx skills add vwxyzjn/cleanrl
9.9K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
pythonmachine-learning
by vwxyzjnQuick view
29

Book4 Power Of Matrix

VERIFIEDEXCELLENT · 100TRUST · 100

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

$ npx skills add Visualize-ML/Book4_Power-of-Matrix
9.9K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
jupyter-notebookmachine-learning
by Visualize-MLQuick view
30

Sonnet

VERIFIEDEXCELLENT · 100TRUST · 100

TensorFlow-based neural network library

$ npx skills add google-deepmind/sonnet
9.9K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by google-deepmindQuick view
31

Cookiecutter Data Science

VERIFIEDEXCELLENT · 100TRUST · 100

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

$ npx skills add drivendataorg/cookiecutter-data-science
9.9K stars67 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.
pythonmachine-learning
by drivendataorgQuick view
32

Docs

VERIFIEDEXCELLENT · 100TRUST · 100

TensorFlow documentation

$ npx skills add tensorflow/docs
6.3K stars65 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: Documentation summary is thin
jupyter-notebookmachine-learning
by tensorflowQuick view
33

Useful Java Links

VERIFIEDEXCELLENT · 98TRUST · 100

A list of useful Java frameworks, libraries, software and hello worlds examples

$ npx skills add Vedenin/useful-java-links
6.2K stars65 quality100 trustClaude Code
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
javamachine-learning
by VedeninQuick view