Integration Patterns Skill

Expert guidance for designing, implementing, and troubleshooting enterprise data integrations.

When to Use

Activate when:

• Designing integrations between SaaS platforms (Salesforce, NetSuite, Stripe, Workday, ServiceNow)
• Evaluating iPaaS (Workato, MuleSoft, Boomi) vs DLT vs custom code
• Implementing CDC with Debezium, Snowflake Streams, or BigQuery CDC
• Building event-driven architectures with Kafka, Pub/Sub, or EventBridge
• Designing webhook receivers, Reverse ETL, or API integrations with pagination/rate limiting
• Building data sync patterns, file-based integrations, or canonical data models

Scope Constraints

This skill covers enterprise data integration patterns. It does NOT cover: basic SQL, BI tools, infrastructure provisioning, or database optimization.

Model Routing