git:20260817.6969862 to git:20260907.57a4b90

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name: n8n-automation-expert

description: "Expert guide for workflow automation (n8n, Zapier, Make), custom nodes, webhook triggers, and AI-powered automation chains / Panduan ahli otomasi workflow (n8n, Zapier, Make), custom nodes, webhook triggers, dan rantai otomasi berbasis AI."

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# Workflow Automation Expert (2026 Edition)

[English](#english) | [Bahasa Indonesia](#bahasa-indonesia)

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<a name="english"></a>

## English

### Orchestration & Integration

- **`cron-scheduler-expert`**: Scheduled triggers for automation workflows.

- **`ai-llm-integration-expert`**: AI-powered automation steps and LLM chains.

- **`email-notification-expert`**: Email triggers and notification actions.

- **`webhook-receiver`**: Webhook endpoints as automation triggers.

### Description

Expert guide for building automation workflows with n8n (self-hosted, open-source), Zapier, and Make (Integromat). Covers workflow design, custom n8n nodes, webhook triggers, AI chains within workflows, error handling, credential management, and integration patterns with databases, APIs, and messaging platforms.

### Trigger Conditions

- Building automated workflows connecting multiple services.

- Setting up n8n for self-hosted automation.

- Creating AI-powered automation pipelines.

- Integrating no-code/low-code automation with custom applications.

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### Platform Selection

| Platform | Hosting | Custom Code | AI Support | Pricing | Best For |

|----------|---------|-------------|------------|---------|----------|

| n8n | Self-hosted/Cloud | ✅ Full | ✅ AI nodes | Free (self) | Developers, privacy |

| Zapier | Cloud only | Limited | ✅ AI actions | $29+/mo | Non-technical teams |

| Make | Cloud only | ✅ Modules | ✅ AI modules | $10+/mo | Visual workflows |

**Recommendation:** Use **n8n** for developer teams needing full control and self-hosting. Use **Zapier** for simple integrations by non-technical users.

### n8n Core Patterns

```typescript

// Custom n8n node — AI Content Processor

import { IExecuteFunctions, INodeExecutionData, INodeType, INodeTypeDescription } from 'n8n-workflow';

export class AiContentProcessor implements INodeType {

description: INodeTypeDescription = {

displayName: 'AI Content Processor',

name: 'aiContentProcessor',

group: ['transform'],

version: 1,

inputs: ['main'],

outputs: ['main'],

properties: [

{ displayName: 'Prompt Template', name: 'prompt', type: 'string', default: '' },

{ displayName: 'Model', name: 'model', type: 'options', options: [

{ name: 'GPT-4o', value: 'gpt-4o' },

{ name: 'Claude 4 Sonnet', value: 'claude-4-sonnet' },

], default: 'gpt-4o' },

],

};

async execute(this: IExecuteFunctions): Promise<INodeExecutionData[][]> {

const items = this.getInputData();

const prompt = this.getNodeParameter('prompt', 0) as string;

// Process each item with AI...

return [items];

}

}

```

## Orchestration & Integration

- `cron-scheduler-expert`, `ai-llm-integration-expert`, `webhook-receiver`

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<a name="bahasa-indonesia"></a>

## Bahasa Indonesia

### Deskripsi

Panduan ahli untuk membangun alur kerja otomatis dengan n8n, Zapier, dan Make. Mencakup desain workflow, custom nodes n8n, webhook triggers, rantai AI, dan integrasi dengan database dan API.

### Kondisi Pemicu

- Membangun alur kerja otomatis yang menghubungkan beberapa layanan.

- Menyiapkan n8n untuk otomasi self-hosted.

- Membuat pipeline otomasi berbasis AI.