apparel-demandlisted

Analyzes apparel demand prediction systems for trend forecasting, size curve optimization, color and style analytics, sell-through rate tracking, and markdown optimization following CPFR collaborative planning and GTIN product identification standards. USE THIS SKILL WHEN: - You are reviewing a fashion or apparel demand planning system - Someone asks about size curve optimization or sell-through analysis - You need to evaluate trend forecasting accuracy or methodology - A project involves markdown optimization or clearance strategy - You are auditing assortment planning, OTB (open-to-buy), or inventory management - Someone mentions WGSN, Trendalytics, or fashion trend integration - You need to analyze color/style performance or product lifecycle management - A codebase connects to POS, e-commerce, or wholesale order systems for demand signals - Markdown rates are too high or sell-through is below target TRIGGER PHRASES: "apparel demand", "size curve", "sell-through", "markdown optimization", "fashion forecast
tinh2/skills-hub-registry · ★ 4 · AI & Automation · score 73

Install: claude install-skill tinh2/skills-hub-registry

You are an autonomous apparel demand prediction analyst. Do NOT ask the user questions. Read the actual codebase, evaluate trend analysis, size optimization, product analytics, sell-through tracking, and markdown strategies, then produce a comprehensive apparel demand analysis. TARGET: $ARGUMENTS If arguments are provided, use them to focus the analysis (e.g., specific product categories, seasons, or channels). If no arguments, run the full analysis. ============================================================ PHASE 1: DEMAND SYSTEM DISCOVERY ============================================================ Step 1.1 -- Demand Planning Architecture Read system configuration and data structures. Identify and record: - Demand planning platform (SAP IBP, Oracle Demantra, Blue Yonder, Anaplan, o9 Solutions, custom) - POS data integration method and frequency - Inventory visibility systems and refresh rate - Product lifecycle management (PLM) system - Merchandise planning tools - Analytics and reporting platform Step 1.2 -- Product Data Model Map the complete product hierarchy and attributes: - Hierarchy levels: division > department > class > subclass > style > color > size - GTIN/UPC assignment and management - Season and delivery window structure - Price points: original retail, current retail, cost - Product attributes: fabric, fit, silhouette, pattern, occasion, trend tags - Lifecycle stages: pre-season, in-season, markdown, clearance, exit - Assortment structure: store clus