Imported from jeremylongshore/tons-of-skills-marketplace (
plugins/saas-packs/shopify-pack/skills/shopify-advanced-troubleshooting/SKILL.md). Install upstream withnpx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-advanced-troubleshooting. Copyright stays with the author (MIT).
Shopify Advanced Troubleshooting
Overview
Deep debugging for complex Shopify API issues: cost analysis with debug headers, webhook delivery inspection, GraphQL query introspection, and systematic isolation of intermittent failures.
Prerequisites
- Access to Shopify admin and Partner Dashboard
- Familiarity with GraphQL and HTTP debugging
curlandjqavailable
Instructions
Step 1: GraphQL Cost Analysis
When queries THROTTLE unexpectedly, use the cost debug header by adding Shopify-GraphQL-Cost-Debug: 1 to your request. The response extensions.cost reveals why a query is expensive.
Key: requestedQueryCost is first multiplied through nested connections. 50 products * 20 variants * (1 + 5 metafields) = high cost even if actual data is small.
Step 2: Trace a Specific Request
Every Shopify response includes X-Request-Id. Capture it for support escalation:
curl -v -X POST "https://$STORE/admin/api/2025-04/graphql.json" \
-H "X-Shopify-Access-Token: $TOKEN" \
-H "Content-Type: application/json" \
-d '{"query": "{ shop { name } }"}' 2>&1 | tee /tmp/shopify-debug.txt
grep -i "x-request-id" /tmp/shopify-debug.txtStep 3: Webhook Delivery Inspection
Inspect webhook delivery status in the Partner Dashboard, or query subscription health via API.
See Webhook Status Query for the complete query and common delivery failure patterns.
Step 4: GraphQL Introspection for API Version Differences
Use introspection queries to check if specific fields or mutations exist in your API version. Query __type for field lists or __schema for available mutations filtered by prefix.
Step 5: Systematic Isolation
Run a layer-by-layer diagnostic that tests DNS, TCP, TLS, HTTP, GraphQL, and rate limit state independently.
See Layer-by-Layer Diagnostic for the complete shell script.
Step 6: Debug Intermittent Failures
Wrap Shopify calls in a debug logger that captures timing, cost, and error data for pattern analysis.
See Debug Intermittent Failures for the complete TypeScript implementation.
Output
- Query cost breakdown identifying expensive fields
- Request IDs captured for Shopify support
- Webhook delivery health verified
- Layer-by-layer isolation identifying failure point
- Debug log with timing patterns for intermittent issues
Error Handling
| Issue | Root Cause Pattern | Solution |
|---|---|---|
| Random THROTTLED errors | requestedQueryCost spikes on specific queries |
Reduce first: and nested depth |
| Webhooks stop arriving | SSL certificate expired | Renew cert, check webhook subscriptions |
| 502 errors on GraphQL | Shopify infrastructure blip | Retry with backoff, capture X-Request-Id |
| Slow responses (> 5s) | Complex query with metafields | Remove metafields or reduce page size |
| Data inconsistency | Race condition between webhook and query | Use updatedAt filter, add idempotency |
Examples
Diagnosing Intermittent 502 Errors
A store experiences random 502 errors on product sync queries. Use the debug wrapper to capture timing and cost data across 100 requests, then analyze the pattern.
See Debug Intermittent Failures for the complete TypeScript implementation.
Isolating a Webhook Delivery Gap
Orders are created but the fulfillment webhook never fires. Run the webhook status query to check subscription health and delivery success rates.
See Webhook Status Query for the complete query and common delivery failure patterns.
Pinpointing a Network Layer Failure
API calls fail sporadically from a specific server. Run the layer-by-layer diagnostic to test DNS, TCP, TLS, HTTP, and GraphQL independently.
See Layer-by-Layer Diagnostic for the complete shell script.