Agent skill · Backend & API

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.

nexscope-aigithub.com/nexscope-aiGitHub ↗
claude-codeships scriptsMIT
Install
npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-shopify --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 4
SKILL.md size: 5 KB
Bundled scripts: yes
Version: 1.0.0
Path: supply-chain-optimization/supply-chain-optimization-shopify/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 580
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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 ```bash npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-shopify -g ``` ## 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) ``` Selling Price $XX ├── Product Cost ├── Inbound Shipping (to warehouse) ├── 3PL Storage Fee (e.g., ShipBob) ├── 3PL Fulfillment Fee ├── Payment Processing (2.9% + $0.30) ├── Shopify Subscription (allocated) ├── Advertising (Meta/Google/TikTok) ← Key Cost └── Net Profit ``` ## Benchmark Configuration ```python BENCHMARKS = { "shopify": { "gross_margin": { "healthy": 0.60, # DTC needs high margin for ads "warning": 0.50, "danger": 0.40 }, "shipping_ratio": { "healthy": 0.08, # 3PL fees

What's inside
Steps it walks through
  1. Installation
  2. Platform Characteristics
  3. Cost Structure (Shopify/DTC)
  4. Benchmark Configuration
  5. DTC-Specific Costs
  6. Advertising Costs (Critical!)
  7. 3PL Logistics Costs
  8. Payment Processing Fees
  9. Input Data
  10. API Integration
  11. Shopify Admin API
  12. Available Data
  13. 3PL API (e.g., ShipBob)
  14. Bottleneck Diagnosis Focus
Ships with 3 files
  • scripts/calculator.py
  • scripts/report_doc.py
  • scripts/report_html.py
Commands it runs
npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-shopify -g
export SHOPIFY_STORE_URL="xxx.myshopify.com"
export SHOPIFY_ACCESS_TOKEN="xxx"
export SHIPBOB_API_TOKEN="xxx"
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About this skill
What does the supply-chain-optimization-shopify skill do?

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.

How do I install it?

Run `npx skills add nexscope-ai/eCommerce-Skills --skill supply-chain-optimization-shopify --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From nexscope-ai/eCommerce-Skills, a repository with 580 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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