Shopify Supply Chain Optimizer

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Diagnoses supply chain bottlenecks, 3PL fulfillment costs, inventory turnover, and marketing efficiency for Shopify and DTC stores.

The Shopify Supply Chain Optimizer skill equips Claude with specialized direct-to-consumer diagnostic frameworks to identify operational bottlenecks across inventory, 3PL logistics, and advertising costs. Designed for Shopify store owners and e-commerce operators, it models key financial health ratios including CAC/LTV thresholds, inventory holding days, payment cycle cash flow, and 3PL pick-and-pack fee structures. Whether connecting directly via Shopify Admin API and 3PL endpoints or auditing manual financial inputs, this skill helps brands eliminate margin leaks and benchmark performance against DTC industry standards.

主要功能

01Monitors inventory turnover days and cash conversion cycles to protect liquidity
02Analyzes DTC unit economics including CAC, LTV ratios, and ad spend efficiency
03Benchmarks gross and net margin health against DTC industry standards
04798 GitHub stars
05Evaluates 3PL logistics overhead covering storage, pick & pack, and freight fees
06Integrates with Shopify Admin and 3PL APIs (such as ShipBob) for automated diagnostics

使用场景

01Evaluating DTC unit economics and ad spend sustainability alongside CAC/LTV metrics
02Auditing 3PL and shipping expenses against gross margins to optimize fulfillment contracts
03Analyzing Shopify inventory turnover and cash conversion cycles to prevent working capital traps