Agent skill · data analytics · nexscope-ai
supply-chain-optimization-shopify
Supply Chain Bottleneck Analyzer for Shopify/DTC stores. Diagnose cash flow, inventory, shipping costs, and customer acquisition efficiency. Includes CAC/LTV analysis, 3PL cost optimization, and ad spend benchmarks. No API key required for basic analysis.
Why this skill is useful
Provides specific benchmarks and cost structures for Shopify/DTC supply chains that the AI wouldn't reliably generate on its own.
What it needs
About 3k tokens when loaded. Last updated 2026-07-23. 604 stars on the source repository.
What this skill does
Supply Chain Optimization — Shopify/DTC 📦 Supply chain bottleneck analyzer for Shopify and Direct-to-Consumer stores. Diagnose cash flow, inventory, shipping, and customer acquisition costs. Installation Platform Characteristics Feature Shopify/DTC vs Amazon --------- ------------- ----------- Fulfillment Self-select (ShipBob/self) FBA Platform fee None 8-15% Payment fee 2.9% + $0.30 Included in fee Payment cycle 2-3 days 14 days Traffic cost High (self-built) Low (platform) Data ownership Full Limited Cost Structure (Shopify/DTC) Benchmark Configuration DTC-Specific Costs Advertising Costs (Critical!) 3PL Logistics Costs Payment Processing Fees Input Data API Integration Shopify Admin API Available Data Data API ------ ----- Orders Orders API Products Products API Inventory Inventory API Customers Customers API 3PL API (e.g., ShipBob) Bottleneck Diagnosis Focus DTC-specific bottlenecks: 1. High CAC → Low ad efficiency, acquisition cost eating profit 2. LTV/CAC < 3 → Customer value insufficient to support CAC 3. High 3PL costs → Poor logistics choice 4. Low repeat rate → Reliant on new customers, high cost 5. Low gross margin → Cannot support ad spend DTC Health Formula vs Amazon Comparison Item Amazon Shopify/DTC ------ -------- ------------- Platform fee 8-15% 0% Payment fee Included 2.9% + $0.30 Payment cycle 14 days 2-3 days Ad spend 10-20% 20-40% Traffic Platform Self-built Margin need 40%+ 60%+ Data Limited Full ownership --- Part of Nexscope AI — AI tools for e-commerce sellers.
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills nexscope-ai/supply-chain-optimization-shopify