ClawHub
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Inventory Waste Optimizer

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.

Audits

Suspicious
ClawScanSuspicious

Agentic behavior and permission review.

Static analysisPass

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install inventory-waste-optimizer

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