v0.1.0

First release of mlwp-data-specs, a trait-based dataset specification and validation package for MLWP weather/climate datasets.

Added

• Trait-based validation across time, space, and uncertainty axes.
• Supported time traits: forecast and observation.
• Supported space traits: grid and point.
• Supported uncertainty traits: deterministic, ensemble, and quantile.
• Public Python API via mlwp_data_specs.validate_dataset(...).
• CLI entry point via mlwp.validate_dataset_traits.
• Dataset trait resolution from global attributes such as mlwp_time_trait,
  mlwp_space_trait, and mlwp_uncertainty_trait.
• Validation reporting with pass/warn/fail checks.
• Local and remote Zarr validation through xarray.open_zarr, including optional
  S3 storage options.
• Inline executable markdown specifications colocated with validation checks.
• Generated documentation for trait specifications.
• Dynamic package versioning from SCM and public mlwp_data_specs.__version__.