What it does. This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use when working
Aeon Time Series Machine Learning
Overview
Aeon is a scikit-learn compatible Python toolkit for time series machine learning (aeon-toolkit.org). It provides algorithms across classification, regression, clustering, forecasting, anomaly detection, segmentation, similarity search, distances, transformations, benchmarking, and visualization — with a consistent estimator API.
Version note: Reviewed against aeon 1.6.0 (Python 3.13). Small synthetic checks cover classification, regression, clustering, forecasts, preprocessing, distances, search,
Install
npx skills add K-Dense-AI/scientific-agent-skills --skill aeon
Or copy the skill folder manually:
git clone https://github.com/K-Dense-AI/scientific-agent-skills.git
cp -r scientific-agent-skills/skills/aeon/ ~/.claude/skills/aeon
Source: K-Dense-AI/scientific-agent-skills — 53,758 stars, MIT, verified 2026-10-22.