Build workflows that hold up in production.
workflow architecture
Guide the design, construction, validation, testing, and deployment of n8n workflows using proven architectural patterns.
When to use it
Use it when building, designing, or optimizing n8n workflows involving webhooks, APIs, databases, AI agents, batch processing, or scheduled tasks.
Give it a workflow use case; it selects an architectural pattern and guides planning, implementation, validation, testing, and deployment.
What you provide
This skill
n8n workflow
Creates and activates workflows
n8n workflow connections and executions
Reads workflow wiring and runs
n8n workflows
Tests workflows before activation
The n8n MCP tools server must be connected for node discovery, workflow creation, template deployment, validation, testing, and management operations.
An n8n instance is needed for operations that pull, validate, test, and activate an existing workflow.