“n8n”

Build, deploy, resynchronize, and debug n8n workflows from reusable project files.

Create or adopt n8n projects; build, test, deploy, execute and resynchronize workflows using reusable code, prompts and environment-specific bindings.

Deploy a production self-hosted n8n end-to-end to a fresh Linux VM over SSH, using Docker Compose behind a Caddy reverse proxy with automatic HTTPS.

Write Python in n8n Code nodes (native Python, `language` pythonNative, n8n 2.x).

Use when building, editing, validating, testing, or debugging an n8n workflow through the n8n-mcp MCP server — designing a flow, configuring a node, writing…

Use when an n8n-mcp account targets more than one n8n instance — i.e.

Design n8n AI agents the right way.

Expert guide for using n8n-mcp MCP tools effectively.

Write, review, or debug JavaScript in an n8n Code node.

Write JavaScript or Python for the n8n Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode) — the AI-agent-callable tool, NOT the workflow Code node.

Validate n8n expression syntax and fix common errors.

Build reusable, composable n8n sub-workflows.

Proven workflow architectural patterns from real n8n workflows.

Wire n8n error handling so failures are loud, structured, and recoverable.

Handle files and binary data in n8n correctly.

A harness to help coding agents build, deploy, maintain, and debug multi-workflow n8n-powered automation systems.

Comprehensive n8n workflow automation and AI agent suite.

Build n8n workflows for GTM automation — triggers, webhook-to-enrichment-to-CRM pipelines, error handling, Clay export replacement for complex cases.

Operation-aware node configuration guidance.

Interpret validation errors and guide fixing them.

Designs and outputs n8n workflow JSON with robust triggers, idempotency, error handling, logging, retries, and human-in-the-loop review queues.

Validate a runx execution context and deliver a governed payload once to an n8n Cloud workflow webhook or a Zapier Catch Hook, with exact approval and the…

Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before implementation.

Use for n8n, workflow automation, scheduled jobs, event triggers, webhooks, background processing, notifications or operational automations.