Aeon Time Series ML

by FreedomIntelligence

Aeon Time Series ML is a Data skill for Claude Code, published by FreedomIntelligence in OpenClaw-Medical-Skills.

2.9K stars410 forkson FreedomIntelligence/OpenClaw-Medical-SkillsAdded 2026/08/17Repository updated 2026/07/21

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Install in seconds

Install Aeon Time Series ML

Copy Aeon Time Series ML into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/aeon ~/.claude/skills/aeon

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/aeon/SKILL.md in FreedomIntelligence/OpenClaw-Medical-Skills
Installs to: ~/.claude/skills/aeon
Collection: One of 25 skills cataloged from this repository
Category: Data — 668 skills

What Aeon Time Series ML does

Aeon Time Series ML provides scikit-learn compatible algorithms for time series classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use it when working with temporal data or sequential patterns that require specialized approaches beyond standard ML.

Aeon Time Series ML is cataloged under Data on DirSkills. Aeon Time Series ML comes from a repository tagged awesome, claude-code, clawhub, medical and nanoclaw.

Documentation

README

Excerpt

Aeon Time Series Machine Learning

Overview

Aeon is a scikit-learn compatible Python toolkit for time series machine learning. It provides state-of-the-art algorithms for classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search.

When to Use This Skill

Apply this skill when:

Classifying or predicting from time series data
Detecting anomalies or change points in temporal sequences
Clustering similar time series patterns
Forecasting future values
Finding repeated patterns (motifs) or unusual subsequences (discords)
Comparing time series with specialized distance metrics
Extracting features from temporal data

Installation

uv pip install aeon

Core Capabilities

1. Time Series Classification

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Aeon Time Series ML

What else does FreedomIntelligence publish alongside Aeon Time Series ML?
Aeon Time Series ML is one of 25 skills that DirSkills catalogs from FreedomIntelligence/OpenClaw-Medical-Skills, the repository it ships in. Its siblings there include AAV Vector Design Agent, ADHD Daily Planner and ADMET Prediction. Each one is a separate skill with its own page in this directory, installs the same way Aeon Time Series ML does, and is maintained by FreedomIntelligence in that same repository. The rest of the collection is listed on the FreedomIntelligence/OpenClaw-Medical-Skills page.
How does Aeon Time Series ML compare to other Data skills?
Aeon Time Series ML ranks #256 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Aeon Time Series ML against them. Open each page to compare what they document and how they install.