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Changed
Configuration loading is now strict for CLI, Python overrides, and run variants: unknown sections or keys fail early instead of being accepted silently.
Toponymy outputs now use only canonical snake_case layer columns such as topic_layer_0_id and topic_layer_0_label; the working-layer topic_id and Name columns remain.
The root ads_bib package now exports only the primary public entry points; lower-level stage helpers stay importable from their own modules.
Hugging Face configuration now uses HF_TOKEN as the single public token environment variable.
Removed
Removed the intermediate curation.cluster_targets config key. Use curation.layered_clusters_to_remove for layer-aware Toponymy curation.
Removed legacy Topic_Layer_X output columns from new Toponymy runs.
Removed public HF_API_KEY and HUGGINGFACE_API_KEY token names from docs, bootstrap, and doctor hints.