aeon
Pass
Audited by Gen Agent Trust Hub on Sep 15, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides documentation and code examples for the 'aeon' project, a well-known open-source toolkit for time series machine learning. The provided code snippets follow standard practices for data analysis and do not include any hidden or malicious logic.
- [EXTERNAL_DOWNLOADS]: The skill documents functions for loading benchmarking datasets from established academic sources, such as the UCR/UEA Time Series Archives and Monash University's TSER archive. These downloads are standard for the field and originate from reputable institutions.
- [INDIRECT_PROMPT_INJECTION]: The skill provides methods for ingesting data from external files (e.g., .ts, .arff, .csv) for processing. While this represents a surface for untrusted data, it is a primary function of a machine learning tool and does not expose higher-risk capabilities like command execution.
- Ingestion points: Data loading utilities in
references/datasets_benchmarking.mdandSKILL.md. - Boundary markers: None specified in the documentation.
- Capability inventory: Data is used solely for training and evaluating time series models (
fit,predict,transform). - Sanitization: Data is validated by the library's loaders against expected numeric and structural formats.
Audit Metadata