Individual skill
customerio-reliability-patterns
Implement Customer.io reliability and fault-tolerance patterns. Use when building circuit breakers, fallback queues, idempotency, or graceful degradation for Customer.io integrations. Trigger: "customer.io reliability", "customer.io resilience", "customer.io circuit breaker", "customer.io fault tolerance".
plugins/saas-packs/customerio-pack/skills/customerio-reliability-patterns/SKILL.md
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- Repository last updated
- Nov 12, 2026
- License
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- customer-io Declared skill tag
- reliability Declared skill tag
- circuit-breaker Declared skill tag
- resilience Declared skill tag
- engineering Derived category
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SKILL.mdcore · 11,030 bytesreferences/implementation-guide.mddoc · 8,349 bytesreferences/implementation.mddoc · 3,663 bytes
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# Customer.io Reliability Patterns
## Output
- An idempotent, observable event-delivery design with owned retry, replay, and dead-letter decisions.
- A recovery procedure that protects consent, ordering, and recipient experience during partial failures.
## Error Handling
| Condition | Safe response |
|---|---|
| Provider returns transient failure | Retry with bounded exponential backoff and preserve the idempotency key. |
| Event may be duplicated | Deduplicate by the stable event/correlation key before triggering downstream action. |
| Replay could resend customer messaging | Require consent/segment review and replay only the scoped failed set. |
| Dead-letter queue grows | Alert the owner, quarantine malformed payloads, and fix the contract before bulk replay. |