E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax. Triggers: cart, checkout, SKU, payment, Stripe, Shopify, Medusa, Magento, coupon, refund.
Scanned 5/27/2026
Install via CLI
openskills install softspark/ai-toolkit---
name: ecommerce-patterns
description: "E-commerce: cart, checkout, payments (Stripe/Adyen), order state, inventory, promos, tax. Triggers: cart, checkout, SKU, payment, Stripe, Shopify, Medusa, Magento, coupon, refund."
effort: medium
user-invocable: false
allowed-tools: Read
---
# E-commerce Patterns Skill
## Platform Selection
| Scenario | Platform |
|----------|----------|
| Enterprise B2B | OroCommerce |
| Enterprise B2C | Magento 2 |
| Mid-market | Shopify Plus |
| Small business | WooCommerce, PrestaShop |
| Custom/Headless | Medusa, Saleor |
---
## Magento 2 Patterns
### Module Structure
```
app/code/Vendor/Module/
├── Api/
│ └── Data/
│ └── EntityInterface.php
├── Block/
├── Controller/
│ └── Index/
│ └── Index.php
├── etc/
│ ├── module.xml
│ ├── di.xml
│ ├── routes.xml
│ └── frontend/
├── Model/
│ └── ResourceModel/
├── Setup/
├── view/
│ └── frontend/
│ ├── layout/
│ └── templates/
├── registration.php
└── composer.json
```
### Dependency Injection
```xml
<!-- etc/di.xml -->
<config xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:noNamespaceSchemaLocation="urn:magento:framework:ObjectManager/etc/config.xsd">
<preference for="Vendor\Module\Api\ServiceInterface" type="Vendor\Module\Model\Service"/>
<type name="Vendor\Module\Model\Service">
<arguments>
<argument name="logger" xsi:type="object">Psr\Log\LoggerInterface</argument>
</arguments>
</type>
</config>
```
### GraphQL
```graphql
type Query {
customProducts(
search: String
pageSize: Int = 20
currentPage: Int = 1
): CustomProductOutput @resolver(class: "Vendor\\Module\\Model\\Resolver\\Products")
}
```
---
## Cart & Checkout Patterns
### Cart State Machine
```
Empty → Has Items → Checkout Started → Payment → Order Placed
↑ ↓
└──── Abandoned ←────┘
```
### Checkout Flow
```
1. Cart Review
2. Shipping Address
3. Shipping Method
4. Payment Method
5. Order Review
6. Place Order
7. Confirmation
```
### Price Calculation
```
Base Price
- Catalog Discounts
= Adjusted Price
× Quantity
= Line Total
+ Tax (if exclusive)
= Line Total with Tax
Σ All Lines
= Subtotal
+ Shipping
- Cart Discounts
= Grand Total
```
---
## Inventory Patterns
### Stock Management
```python
class InventoryService:
def reserve_stock(self, product_id: str, qty: int) -> bool:
"""Reserve stock during checkout."""
with transaction.atomic():
stock = Stock.select_for_update().get(product_id=product_id)
if stock.available >= qty:
stock.reserved += qty
stock.available -= qty
stock.save()
return True
return False
def confirm_stock(self, reservation_id: str):
"""Confirm reservation after order placed."""
reservation.status = 'confirmed'
reservation.save()
def release_stock(self, reservation_id: str):
"""Release stock if order cancelled."""
# Return reserved qty to available
```
### Multi-Warehouse
```sql
-- Stock per warehouse
SELECT
p.sku,
w.name as warehouse,
s.quantity,
s.reserved
FROM stock s
JOIN products p ON s.product_id = p.id
JOIN warehouses w ON s.warehouse_id = w.id
WHERE p.sku = 'SKU-123';
```
---
## Search & Catalog
### Product Indexing
```
Product → Indexer → Search Index (Elasticsearch/OpenSearch)
→ Price Index
→ Category Index
→ Stock Index
```
### Faceted Search
```json
{
"aggs": {
"categories": {
"terms": { "field": "category_ids" }
},
"price_ranges": {
"range": {
"field": "price",
"ranges": [
{ "to": 50 },
{ "from": 50, "to": 100 },
{ "from": 100 }
]
}
},
"brands": {
"terms": { "field": "brand" }
}
}
}
```
---
## Performance
### Caching Layers
| Layer | Cache |
|-------|-------|
| Page | Varnish, CDN |
| Block | Redis |
| Query | MySQL Query Cache |
| Full Page | Redis FPC |
### Optimization Checklist
- [ ] Enable production mode
- [ ] Enable full page cache
- [ ] Optimize images (WebP)
- [ ] Minify JS/CSS
- [ ] Enable flat tables
- [ ] Configure CDN
- [ ] Index optimization
## Rules
- **MUST** model order lifecycle as an explicit state machine (pending → authorized → captured → fulfilled → refunded) — ad-hoc booleans produce inconsistent states on retry
- **MUST** separate payment capture from inventory decrement — reserve stock on order placement, commit stock on payment success. Coupling them causes stuck-stock bugs during payment retries.
- **NEVER** store CVV, full PAN, or track data — ever. PCI scope expands to any system that sees them, even "temporarily in memory".
- **NEVER** use floating-point for money calculations. Use `decimal.Decimal`, `BigDecimal`, or integer minor units (cents). Float rounding produces $0.01 discrepancies that accumulate into angry customer emails.
- **CRITICAL**: every cart mutation is idempotent via an `Idempotency-Key` or natural key — users double-click checkout buttons, networks retry, and duplicate orders are expensive to reconcile.
- **MANDATORY**: tax and shipping calculations live in isolated services or modules. Inlining them into cart logic prevents caching and creates compliance drift.
## Gotchas
- Promotion codes with stackable rules explode combinatorially — "20% off + free shipping + first-time buyer" can produce negative totals if the ordering of applications is not defined. Always normalize to a pipeline with a fixed evaluation order.
- Tax jurisdictions change **after** the order is placed (shipping address edits). A cart that recalculates on every update but not on address change silently under-collects tax.
- Inventory reservations must expire — otherwise abandoned carts hold stock forever. 15-30 minutes is typical; longer reservations need explicit business approval.
- Currency rounding rules differ by locale. Japanese Yen has 0 decimal places, Kuwaiti Dinar has 3. Defaulting to 2 decimals produces off-by-one-unit bugs in non-USD markets.
- Refunds are **not** negative orders. Payment processors treat them as separate resources with their own state machine and timing (Stripe refunds can take 5-10 business days to settle). Model accordingly.
- Magento's flat-table option speeds reads but silently stops auto-syncing if a reindex fails — stale product data in production. Monitor reindex job success, not just page latency.
## When NOT to Load
- For **payment provider** protocol specifics (Stripe, Adyen, PayPal) — use the provider's SDK docs; this skill is pattern-level
- For generic API design — use `/api-patterns`
- For database schema of orders/inventory — use `/database-patterns`
- For promotions and segmentation at scale — use `/data-analyst` agent
- For PCI compliance audit — this skill flags the traps but is not a substitute for a QSA audit
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