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Inspect HDF5 groups, datasets, shapes, and dtypes.
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Based on SOC occupation classification
| name | inspect_hdf5_schema |
| title | Inspect HDF5 Schema |
| description | Inspect HDF5 groups, datasets, shapes, and dtypes. |
Use this skill before converting or summarizing an HDF5 file. Record groups, dataset names, shapes, dtypes, attributes, compression, row-compatible fields, and unsupported structures.
Preserve exact dataset names so downstream experts can cite them.
Compare scientific variables with units, ranges, and quality caveats.
Inspect dataset structure before analysis or visualization.
Evaluate data quality from observed structure and summary evidence.
Choose visual checks that match the inspected data.
Route dataset questions to structure, analysis, or visualization experts.
Choose a plot that confirms numeric conversion integrity.
