Alternatives

Cog alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Cog

Containers for machine learning

100
Quality
100
Trust
9.4K
Stars
#1

Jetson Containers

Similarity 133Trust 100Excellent 100

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

4.7K starsMay 30, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add dusty-nv/jetson-containers
#2

Gorse

Similarity 133Trust 100Excellent 100

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

9.7K starsJun 12, 2026 pushml-automationGoMachine Learning
$ npx skills add gorse-io/gorse
#3

Sonnet

Similarity 127Trust 100Excellent 100

TensorFlow-based neural network library

9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet
#4

Cookiecutter Data Science

Similarity 127Trust 100Excellent 100

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

9.9K starsApr 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add drivendataorg/cookiecutter-data-science
#5

Sktime

Similarity 127Trust 100Excellent 100

A unified framework for machine learning with time series

9.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/sktime
#6

Pyro

Similarity 126Trust 100Excellent 100

Deep universal probabilistic programming with Python and PyTorch

9.0K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add pyro-ppl/pyro
#7

Catboost

Similarity 126Trust 100Excellent 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.

9.0K starsJun 12, 2026 pushml-automationC++Machine Learning
$ npx skills add catboost/catboost
#8

Kaggle Solutions

Similarity 126Trust 100Excellent 100

🏅 Collection of Kaggle Solutions and Ideas 🏅

6.4K starsJun 6, 2026 pushml-automationAstroMachine Learning
$ npx skills add faridrashidi/kaggle-solutions
#9

Docs

Similarity 126Trust 100Excellent 100

TensorFlow documentation

6.3K starsMay 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add tensorflow/docs
#10

Skorch

Similarity 126Trust 100Excellent 100

A scikit-learn compatible neural network library that wraps PyTorch

6.2K starsMay 29, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add skorch-dev/skorch
#11

Pytorch Forecasting

Similarity 125Trust 100Excellent 100

Time series forecasting with PyTorch

4.9K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/pytorch-forecasting
#12

Speech To Speech

Similarity 125Trust 100Excellent 100

Build local voice agents with open-source models

4.9K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/speech-to-speech
#13

Djl

Similarity 125Trust 100Excellent 100

An Engine-Agnostic Deep Learning Framework in Java

4.8K starsMay 20, 2026 pushml-automationJavaMachine Learning
$ npx skills add deepjavalibrary/djl
#14

Ignite

Similarity 125Trust 100Excellent 100

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

4.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/ignite
#15

Data Science Interviews

Similarity 119Trust 100Excellent 100

Data science interview questions and answers

10K starsJun 1, 2026 pushml-automationHTMLMachine Learning
$ npx skills add alexeygrigorev/data-science-interviews
#16

Cleanrl

Similarity 119Trust 100Excellent 100

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

9.9K starsApr 20, 2026 pushml-automationPythonMachine Learning
$ npx skills add vwxyzjn/cleanrl

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Cog if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.