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n8n Workflow Patterns provides a comprehensive framework for designing and implementing reliable automation workflows within n8n. It offers structured guidance across five core architectural patterns—Webhook Processing, HTTP API Integration, Database Operations, AI Agent Workflows, and Scheduled Tasks—ensuring developers follow industry best practices for data transformation, error handling, and performance. By providing standardized checklists and common implementation patterns, this skill helps users avoid common pitfalls like incorrect webhook data structures or improper authentication, leading to more maintainable and production-ready automations.