n8n-workflow-patterns
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, batch processing, or scheduled tasks. Always consult this skill when the user asks to create, build, or design an n8n workflow,…
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An agent skill (SKILL.md) that catalogs workflow architectural patterns for n8n, distilled from real workflows. It bundles reference docs on webhook processing, HTTP API integration, database operations, AI agent workflows, batch processing, and scheduled tasks, plus guidance on data flow patterns, SplitInBatches loops, batchSize tuning, and hot-path performance.
Reach for it when designing or optimizing an n8n workflow so the agent picks a proven structure instead of improvising one.
Use it to
- Design a new n8n workflow architecture
- Choose between webhook, API, database, AI, batch, or scheduled patterns
- Speed up large-item-count processing via batchSize and loop tuning
- Handle API pagination and cross-iteration data accumulation
- Run pre-activation validation and testing gates
For Developers and automators building n8n workflows with an AI agent
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- czlonkowski/n8n-skills
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