Autonomous inventory management and waste reduction agent for QSRs. Cross-references sales data with inventory levels to forecast ordering and flag excessive...
--- name: inventory-waste-optimizer version: 1.0.1 description: "Autonomous inventory management and waste reduction agent for QSRs. Cross-references sales data with inventory levels to forecast ordering and flag excessive waste. Hardened with ThumbGate to prevent over-ordering." author: "Igor Ganapolsky (ex-Subway Mobile App Team Lead)" tags: ["inventory", "waste-reduction", "qsr", "analytics", "thumbgate"] price: 197 --- # Autonomous Inventory & Waste Optimizer with ThumbGate Safety ## What This Agent Does - Monitors sales logs and inventory levels in Google Sheets. - Detects patterns of excessive waste (e.g., high prep-to-sale variance). - Generates weekly restock recommendations. - Flags "at-risk" inventory about to expire. - Uses ThumbGate to ensure no single order exceeds historical norms by >50%. ## Critical ThumbGate Rules - **Sanity Check:** Block any restock recommendation that is >50% higher than the 4-week average without manual override. - **Zero-Sum Validation:** Ensure Prep + Beginning Inventory - End Inventory = Sales. If variance > 5%, trigger an alert. - **Price Guard:** Block any supply order where unit price has jumped >20% since last week. ## Setup 1. Link your 'Sales' and 'Inventory' sheets. 2. Load skill: `openclaw skill load inventory-waste-optimizer`
don't have the plugin yet? install it then click "run inline in claude" again.