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  "body": "# Size & Pack Optimization Engine\n\n> R-1103 • Merchandising & Assortment\n\n## Overview\n\n- **Persona:** Merchandise Planner\n- **Department:** retail\n- **Objective:** Learn store-cluster size curves from Oracle Retail MFCS item_master and merchandise_hierarchy transaction history, localize case-pack ratios validated against Blue Yonder Demand Planning demand_forecasts and seasonal_profiles, and push evidence-cited recommendations into the MFCS buy plan so the Merchandise Planner lifts size-level sell-through from 61% to 82% while cutting broken-size markdown loss from 5.4% to 2.1% of sales.\n\n## KPI summary\n\n- **Size-level sell-through**: 61% → 82%\n- **Broken-size markdown loss**: 5.4% of sales → 2.1% of sales\n- **Pre-season size-curve build time**: 3 weeks → 2 days\n\n## Contents\n\n- [Playbook — role, scope, guardrails](/playbook.md)\n- [Source Systems](/systems/index.md)\n- [Data Entities](/tables/index.md)\n- [Agent Tools](/tools/index.md)\n- [Workflow Stages](/workflow/index.md)\n- [Query Capa",
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