Overview
aeon is an open-source data skill for Claude Code and compatible agents, published by K-Dense-AI. Its author describes it as: “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 with temporal da…”. The project has 46k stars on GitHub and is available under the MIT license. Add it to your setup with `git clone https://github.com/K-Dense-AI/scientific-agent-skills ~/.claude/skills/aeon`.
What aeon does
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.
What’s inside
The SKILL.md for aeon is organised into these sections:
- Overview
- When to Use This Skill
- Installation
- Experimental modules
- Core Capabilities
- 1. Time Series Classification
- 2. Time Series Regression
- 3. Time Series Clustering
- 4. Forecasting
- 5. Anomaly Detection
- 6. Segmentation
- 7. Similarity Search
Installation
Add aeon to your agent with:
git clone https://github.com/K-Dense-AI/scientific-agent-skills ~/.claude/skills/aeonReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
Neither the skill nor its repository names a specific agent. It uses the SKILL.md format, which several agents can load — check the repository for any agent-specific requirements.
License
aeon is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in K-Dense-AI/scientific-agent-skills, an established project with 45,887 GitHub stars
- Actively maintained — repository updated in the last 30 days
- Its repository gained 12,066 GitHub stars over the last 34 days
Author
Topics
Frequently asked questions
- What does aeon do?
- 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 with temporal data, sequential patterns, or time-indexed observations requiring specialized algorithms beyond standard ML approaches. Particularly suited for univariate and multivariate time series analysis with scikit-learn compatible APIs.
- How do I install aeon?
- Run git clone https://github.com/K-Dense-AI/scientific-agent-skills ~/.claude/skills/aeon in your agent, then reload your skills. Review the source at https://github.com/K-Dense-AI/scientific-agent-skills before installing.
- Is aeon free to use?
- Yes. aeon is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Where does aeon come from?
- aeon ships inside K-Dense-AI/scientific-agent-skills, a repository that contains 42 catalogued skills in total. The repository's 45,887 GitHub stars apply to that whole collection, not to this skill on its own.