Communitygithub.com

Padrões de Workflow n8n (czlonkowski/n8n-workflow-patterns)

Padrões arquiteturais comprovados de workflows reais em n8n. Use ao criar novos workflows, projetar estrutura, escolher padrões, planejar arquitetura ou perguntar sobre processamento webhook, integração de API HTTP, operações de banco de dados, workflows de agente de IA, processamento em lote ou tarefas agendadas.

O que é n8n-workflow-patterns)?

Este skill fornece padrões arquiteturais de workflow comprovados, extraídos de workflows reais de produção no n8n. Ele é essencial para desenvolvedores e usuários que desejam construir novos workflows, otimizar estruturas existentes ou escolher a arquitetura mais adequada para automações. O skill cobre uma ampla gama de necessidades, incluindo processamento de webhooks, integração com APIs HTTP, operações com bancos de dados, workflows de agentes de IA, processamento em lote (batch) e tarefas agendadas. Sempre consulte este skill quando o usuário solicitar a criação, construção ou projeto de um workflow n8n, automação de processos ou conexão de serviços — mesmo que não mencione explicitamente 'padrões'. Ele também é útil para otimizar workflows lentos e acelerar o processamento de grandes volumes de itens, abordando tópicos como contagem de nós, tamanho do lote (batchSize) e processamento de todos os itens versus item por item.

Funciona com~Claude Code~Codex CLI~Cursor
Part ofDesign & UI
npx skills add https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-workflow-patterns
Ver original→Navegar por todas as habilidades

Perguntar na sua IA favorita

Abre um novo chat com esta habilidade de agente já pré-carregada.

OpenAIChatGPTClaudeClaudeGeminiGeminiGrokGrokPerplexityPerplexityDeepSeekDeepSeek

Documentação

O que n8n-workflow-patterns) faz?

Padrões arquiteturais comprovados de workflows reais em n8n. Use ao criar novos workflows, projetar estrutura, escolher padrões, planejar arquitetura ou perguntar sobre processamento webhook, integração de API HTTP, operações de banco de dados, workflows de agente de IA, processamento em lote ou tarefas agendadas. Consulte sempre este skill quando o usuário solicitar criar, construir ou projetar um workflow n8n, automatizar um processo ou conectar serviços — mesmo que não mencione explicitamente 'padrões'. Abrange arquiteturas de webhook, API, banco de dados, IA, processamento em lote e automação agendada. Use também ao otimizar um workflow lento ou acelerar o processamento de grandes quantidades de itens (contagem de nós, tamanho do lote, todos os itens vs por item).

Individual skills in this repo

This repo contains 6 individual skills — each has its own dedicated page.

czlonkowski/n8n-code-javascript

Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with this.helpers / the $helpers global, working with dates using DateTime, troubleshooting Code node errors, choosing between Code node modes, or doing any custom data transformation in n8n. Always use this skill when a workflow needs a Code node — whether for data aggregation, filtering, API calls, format conversion, batch processing logic, or any custom JavaScript. Covers SplitInBatches loop patterns, cross-iteration data, pairedItem, and real-world production patterns. Also use when asked why a Code node or workflow is slow, which execution mode is faster, or how to cut per-item overhead on large datasets. EXCEPTION — for the AI-agent-callable Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode, a tool attached to an AI Agent), use the n8n-code-tool skill instead; it has a different runtime contract.

czlonkowski/n8n-code-python

Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes. Use this skill when the user specifically requests Python for an n8n Code node. Note — JavaScript is recommended for 95% of use cases — only use Python when the user explicitly prefers it or the task requires Python-specific standard library capabilities (regex, hashlib, statistics). EXCEPTION — for Python in the AI-agent-callable Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode), use the n8n-code-tool skill instead (input is _query, return must be a string).

czlonkowski/n8n-expression-syntax

Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, mapping data between nodes, or referencing webhook data in workflows. Use this skill whenever configuring node fields that reference data from previous nodes — expressions are how n8n passes data between nodes, and getting the syntax wrong is the most common source of workflow errors. Also use when asked whether a complex expression hurts performance.

czlonkowski/n8n-mcp-tools-expert

Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, managing credentials, auditing instance security, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns. IMPORTANT — Always consult this skill before calling any n8n-mcp tool — it prevents common mistakes like wrong nodeType formats, incorrect parameter structures, and inefficient tool usage. If the user mentions n8n, workflows, nodes, or automation and you have n8n MCP tools available, use this skill first.

czlonkowski/n8n-node-configuration

Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type. Always use this skill when setting up node parameters — it explains which fields are required for each operation, how displayOptions control field visibility, and when to use patchNodeField for surgical edits vs full node updates.

czlonkowski/n8n-validation-expert

Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error types, the validation loop process, or auto-fix capabilities. Consult this skill whenever a validate_node or validate_workflow call returns errors or warnings — it knows which warnings are false positives and which errors need real fixes.

Habilidades Relacionadas

steipete/sag

ElevenLabs text-to-speech with mac-style say UX.

community

steipete/oracle

Oracle CLI second-model review/debug/refactor/design with selected files, dry-run token checks, API or browser engine.

community

steipete/peekaboo

Capture and automate macOS UI with the Peekaboo CLI.

community

mattpocock/design-an-interface

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

community

mattpocock/prototype

Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.

community

mattpocock/grill-me

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

community