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Beam dropshipping and product sync context

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SKILL.md

name beam
description Beam dropshipping and product sync context

Beam Domain Context

What Is Beam?

Beam enables dropshipping by syncing products FROM Violet TO destination e-commerce platforms (Shopify) and processing orders back.

Beam vs Prism

Prism Beam
Direction Read Products, Write Orders Write Products, Read Orders
Flow Ingest products from stores → Create orders there Publish Violet products to destinations → Read orders back
Customer Channels (marketplaces, platforms) Destination merchants (dropshippers)
End User Merchants (suppliers) Shoppers on destination stores

Key Value Proposition: Enables destination merchants to dropship products from multiple Violet suppliers through their own Shopify stores without holding inventory.

Core Data Model

Collection Purpose Key Fields
Shops Destination Shopify stores shopId, accessToken, scopes
Products Published products shopId, violetOfferId, shopifyProductId
Variants Product variants sku, violetSkuId, shopifyVariantId
Orders Shopify orders orderId, lineItems, fulfillmentStatus
Fulfillments Fulfillment tracking orderId, trackingNumber, status
Mappings Variant SKU mappings sourceSkuId, shopifyVariantId, confidence
SyncLogs Audit trail timestamp, action, status, errors

Core Temporal Workflows

Workflow Purpose Trigger
CatalogSyncWorkflow Sync products to Shopify Scheduled / manual
ProductPublishWorkflow Publish single product API / event
OrderProcessingWorkflow Process Shopify order Webhook
FulfillmentWorkflow Handle fulfillment updates Violet event
ReconciliationWorkflow Fix data inconsistencies Scheduled
VariantMappingWorkflow Resolve SKU mappings On demand

Key Principles

1. Reliability Over Speed

Beam's value is making dropshipping reliable:

  • Order accuracy (right products, right quantities)
  • Fulfillment tracking (customers know where orders are)
  • Data consistency (Shopify ↔ Violet sync)

2. Self-Healing Systems

Design for automatic recovery:

  • Reconciliation workflows detect and fix issues
  • Confidence scoring for variant mappings
  • Retry logic with exponential backoff
  • Dead letter queues for failed webhooks

3. Shopify-First

Focus on Shopify until perfected:

  • Deep integration (OAuth, webhooks, GraphQL)
  • Handle all edge cases (partial fulfillment, cancellations, refunds)
  • Stay current with Shopify API changes

4. Multi-Vendor Complexity

Single Shopify orders can have products from multiple Violet merchants:

  • Split orders into multiple Violet bags
  • Track fulfillment per line item
  • Handle partial fulfillments gracefully

Key Metrics

Metric Target Alert Threshold
Order Success Rate >98% <95%
Product Sync Latency <5 min >10 min
Webhook Processing <30s >60s
Fulfillment Accuracy >99% <97%
Broken Mappings <0.1% >1%

Key Repositories

Repo Purpose
BeamService Main backend service (Java 21, Spring Boot)
BeamContextLibrary Documentation & context
beam-migrations Database migrations
beam-brain Product brain (specs, strategy)