ocean-forecast-data-preprocess

What problem does it solve?

This Skill handles end-to-end preprocessing of ocean forecast NC files, converting them to organized NPY datasets and preparing metadata for model training, while enforcing data integrity and traceability.

Core Features & Use Cases

• NC→NPY conversion preserving temporal order for time-series forecasting.
• Variable inspection, validation, and optional masking/static variable handling.
• Generation of supporting metadata (time_index.json, var_names.json, preprocess_manifest.json) for downstream loaders.
• Visualization and optional statistics for quality assessment.

Quick Start

Run the ocean forecast preprocessing workflow to convert NC files into organized NPY datasets for training forecasting models.