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Claude-powered ecommerce business review toolkit for D2C stores. Single command: review. Analyzes order transaction data across multiple time periods (30d/90d/365d), produces KPI trees with health signals, structured findings, and concrete action plans. Triggers on: "ecommerce review", "store review", "store health", "revenue analysis", "customer analysis", "product analysis", "business review".