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.
Recommended Hall of Fame Trending Most Starred Fresh New Arrivals
Decision filters
Choose by scenario, quality, and trust signals. Reset Use case Any use case Web scraping Coding agents RAG and knowledge Browser automation Research agents Workflow automation Document processing Data analysis Finance and quant Sports analytics GitHub automation Testing and QA Content automation Security and compliance Database and SQL Multimodal media Customer support Sales and CRM Email and calendar Local desktop Platform fit Any platform AgentScope AI Agents Astro AutoGPT Backtesting Browser Browser agents Browser Automation Browserbase C C# C++ Claude Claude Code CLI Clojure Code Interpreter Code Review Codex Compliance Computer Use Content Automation Crawler CrewAI Crypto Trading CSS Cursor Cython Data Analysis Data Pipeline Data Visualization Desktop Dockerfile Document AI Economic Data Elixir Finance Financial Data Fintech Freqtrade Quality tier Any quality Excellent Strong Promising Trust profile Any trust Production candidate Strong shortlist Manual review High review required GitHub adoption Any stars 500+ stars 1K+ stars 5K+ stars
All Personal AI agent-frameworks agent-skills automation browser-automation data data-analysis development devops document-processing documentation finance integrations memory ml-automation rag-knowledge security sports-analytics testing-qa ui-generation utility web-automation
33 skills in ml-automation
Best blend of quality, stars, freshness, and agent usage
1
Data science interview questions and answers
$ npx skills add alexeygrigorev/data-science-interviewscopy
10.0K stars 71 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation html machine-learning
by alexeygrigorev SaveCompare Quick view 2
Pyod VERIFIED EXCELLENT · 100 TRUST · 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/pyodcopy
9.9K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by yzhao062 SaveCompare Quick view 3
Pycaret VERIFIED EXCELLENT · 100 TRUST · 100 Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
$ npx skills add pycaret/pycaretcopy
9.8K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation python machine-learning
by pycaret SaveCompare Quick view 4
Sktime VERIFIED EXCELLENT · 100 TRUST · 100 A unified framework for machine learning with time series
$ npx skills add sktime/sktimecopy
9.8K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by sktime SaveCompare Quick view 5
Gorse VERIFIED EXCELLENT · 100 TRUST · 100 AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding
$ npx skills add gorse-io/gorsecopy
9.7K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation go machine-learning
by gorse-io SaveCompare Quick view 6
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/notebookscopy
9.5K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation jupyter-notebook machine-learning
by roboflow SaveCompare Quick view 7
Cog VERIFIED EXCELLENT · 100 TRUST · 100 Containers for machine learning
$ npx skills add replicate/cogcopy
9.4K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: Documentation summary is thin
ml-automation go machine-learning
by replicate SaveCompare Quick view 8
Darts VERIFIED EXCELLENT · 100 TRUST · 100 A python library for user-friendly forecasting and anomaly detection on time series.
$ npx skills add unit8co/dartscopy
9.4K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by unit8co SaveCompare Quick view 9
Effortless data labeling with AI support from Segment Anything and other awesome models.
$ npx skills add CVHub520/X-AnyLabelingcopy
9.4K stars 70 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by CVHub520 SaveCompare Quick view 10
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/inferencecopy
9.3K stars 70 quality 100 trust Claude Code + OpenAI Agents
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by xorbitsai SaveCompare Quick view 11
ML.NET is an open source and cross-platform machine learning framework for .NET.
$ npx skills add dotnet/machinelearningcopy
9.3K stars 69 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation c# machine-learning
by dotnet SaveCompare Quick view 12
Pyro VERIFIED EXCELLENT · 100 TRUST · 100 Deep universal probabilistic programming with Python and PyTorch
$ npx skills add pyro-ppl/pyrocopy
9.0K stars 69 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by pyro-ppl SaveCompare Quick view 13
Catboost VERIFIED EXCELLENT · 100 TRUST · 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/catboostcopy
9.0K stars 69 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation c++ machine-learning
by catboost SaveCompare Quick view 14
Pixie VERIFIED EXCELLENT · 100 TRUST · 100 Instant Kubernetes-Native Application Observability
$ npx skills add pixie-io/pixiecopy
6.5K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation c++ machine-learning
by pixie-io SaveCompare Quick view 15
🏅 Collection of Kaggle Solutions and Ideas 🏅
$ npx skills add faridrashidi/kaggle-solutionscopy
6.4K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation astro machine-learning
by faridrashidi SaveCompare Quick view 16
Smile VERIFIED EXCELLENT · 100 TRUST · 100 Statistical Machine Intelligence & Learning Engine
$ npx skills add haifengl/smilecopy
6.4K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation java machine-learning
by haifengl SaveCompare Quick view 17
Serving VERIFIED EXCELLENT · 100 TRUST · 100 A flexible, high-performance serving system for machine learning models
$ npx skills add tensorflow/servingcopy
6.4K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation c++ machine-learning
by tensorflow SaveCompare Quick view 18
Skorch VERIFIED EXCELLENT · 100 TRUST · 100 A scikit-learn compatible neural network library that wraps PyTorch
$ npx skills add skorch-dev/skorchcopy
6.2K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation jupyter-notebook machine-learning
by skorch-dev SaveCompare Quick view 19
Grobid VERIFIED EXCELLENT · 100 TRUST · 100 A machine learning software for extracting information from scholarly documents
$ npx skills add grobidOrg/grobidcopy
4.9K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation java machine-learning
by grobidOrg SaveCompare Quick view 20
Time series forecasting with PyTorch
$ npx skills add sktime/pytorch-forecastingcopy
4.9K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by sktime SaveCompare Quick view 21
Build local voice agents with open-source models
$ npx skills add huggingface/speech-to-speechcopy
4.9K stars 68 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by huggingface SaveCompare Quick view 22
Djl VERIFIED EXCELLENT · 100 TRUST · 100 An Engine-Agnostic Deep Learning Framework in Java
$ npx skills add deepjavalibrary/djlcopy
4.8K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation java machine-learning
by deepjavalibrary SaveCompare Quick view 23
Lightning ⚡️ fast forecasting with statistical and econometric models.
$ npx skills add Nixtla/statsforecastcopy
4.8K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by Nixtla SaveCompare Quick view 24
Ignite VERIFIED EXCELLENT · 100 TRUST · 100 High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
$ npx skills add pytorch/ignitecopy
4.8K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by pytorch SaveCompare Quick view 25
Flux.Jl VERIFIED EXCELLENT · 100 TRUST · 100 Relax! Flux is the ML library that doesn't make you tensor
$ npx skills add FluxML/Flux.jlcopy
4.7K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation julia machine-learning
by FluxML SaveCompare Quick view 26
On-device AI across mobile, embedded and edge for PyTorch
$ npx skills add pytorch/executorchcopy
4.7K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation python machine-learning
by pytorch SaveCompare Quick view 27
Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
$ npx skills add dusty-nv/jetson-containerscopy
4.7K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation jupyter-notebook machine-learning
by dusty-nv SaveCompare Quick view 28
Cleanrl VERIFIED EXCELLENT · 100 TRUST · 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/cleanrlcopy
9.9K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation python machine-learning
by vwxyzjn SaveCompare Quick view 29
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-Matrixcopy
9.9K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation jupyter-notebook machine-learning
by Visualize-ML SaveCompare Quick view 30
Sonnet VERIFIED EXCELLENT · 100 TRUST · 100 TensorFlow-based neural network library
$ npx skills add google-deepmind/sonnetcopy
9.9K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by google-deepmind SaveCompare Quick view 31
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
$ npx skills add drivendataorg/cookiecutter-data-sciencecopy
9.9K stars 67 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.
ml-automation python machine-learning
by drivendataorg SaveCompare Quick view 32
Docs VERIFIED EXCELLENT · 100 TRUST · 100 TensorFlow documentation
$ npx skills add tensorflow/docscopy
6.3K stars 65 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: Documentation summary is thin
ml-automation jupyter-notebook machine-learning
by tensorflow SaveCompare Quick view 33
A list of useful Java frameworks, libraries, software and hello worlds examples
$ npx skills add Vedenin/useful-java-linkscopy
6.2K stars 65 quality 100 trust Claude Code
Quality High-confidence pick with strong adoption and healthy maintenance signals.
Trust Strong trust signals across adoption, maintenance, install readiness, and review status.Review: License is unclear
ml-automation java machine-learning
by Vedenin SaveCompare Quick view