Search Livostyle's women's fashion catalog. Filters by product type, category, tag, price, rating. Returns matching products sorted by relevance. Use this when the user asks for outfits, clothing, accessories, occasion-wear, or budget-constrained shopping.

Get full details (description, all variants with sizes/colors/prices, images, reviews) for a single Livostyle product by handle. Use after search to expand on a specific item.

List all curated collections on Livostyle (e.g. Wedding Guest Dresses, Vacation Outfits, Coachella, Boho Style). Returns collection handles and product counts.

Get products belonging to a specific collection. Use after list_collections.

Generate an outfit recommendation matched to occasion + budget. Picks 1 dress OR 1 top+1 bottom, plus optional accessories. Returns 1-3 complete outfit suggestions sourced from Livostyle's catalog.

Return live catalog statistics: total products, collections, avg rating, review counts, top categories.