The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill facilitates the installation of the aeon Python package from PyPI and includes utility functions to download benchmark datasets from established research repositories like timeseriesclassification.com and forecastingdata.org. These downloads are transparently documented as part of the machine learning benchmarking process.
[COMMAND_EXECUTION]: Provides standard shell and Python commands for environment setup, model training, and data visualization. All commands are routine operations within the intended scope of a development and research toolkit.
[INDIRECT_PROMPT_INJECTION]: The skill ingests and processes time-series data from external sources, presenting a theoretical data ingestion surface.
Ingestion points: Dataset loading functions in references/datasets_benchmarking.md fetch data from external archives.
Boundary markers: Data is treated strictly as numerical input for mathematical algorithms rather than natural language instructions.
Capability inventory: The skill performs file I/O for dataset management and network operations for data retrieval.
Sanitization: Data is parsed into structured numerical formats (NumPy arrays) by the toolkit's loaders, which naturally validates the input structure against model expectations.

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