Personal_Style_Oracle

Generates a fully personalized, citation-grounded Style Manifesto by extracting aesthetic principles from a user-provided tastemaker list, mapping them to a client’s measurements/lifestyle, sourcing from approved heritage/sustainable brands, and delivering elite-stylist-grade curation with brand provenance & craftsmanship scoring.