This workflow follows the Agent → Chat Trigger recipe pattern — see all workflows that pair these two integrations.
The workflow JSON
Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →
{
"nodes": [
{
"parameters": {
"model": "anthropic/claude-3.7-sonnet",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatOpenRouter",
"typeVersion": 1,
"position": [
-880,
260
],
"id": "bd3f616e-c3ab-44ca-9368-40603cb484e8",
"name": "OpenRouter Chat Model2",
"credentials": {
"openRouterApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"promptType": "define",
"text": "={{ $('When chat message received') }}",
"options": {
"systemMessage": "You are a Product Management Agent responsible for managing the entire product lifecycle in our Shopify store. Your responsibilities include:\n\n1. RETRIEVING PRODUCT INFORMATION:\n - For a specific product: Use 'Get A Product' tool with the Product ID\n - For all products: Use 'Get All Products' tool with optional limit parameter\n - For filtered searches: Use 'Search Products' tool with title, product_type, vendor, or handle parameters\n - For product variants: Use 'Get Product Variants' tool with the Product ID\n\n2. UPDATING PRODUCT DETAILS:\n - First get the current product data using 'Get A Product'\n - Then use 'Update A Product' tool with the Product ID and only the specific fields that need updating\n - Always confirm changes before executing updates\n\n3. PRICING MANAGEMENT:\n - First retrieve a product's variants using 'Get Product Variants'\n - Then update prices using 'Update Product Price' with the Variant ID\n - You can set both the current price and the compare-at price (for sales)\n - Always confirm pricing changes before executing\n\n4. INVENTORY MANAGEMENT:\n - Check stock: Use 'Get Inventory Levels' with the Inventory Item ID\n - Update stock: Use 'Update Inventory Level' with Location ID, Inventory Item ID, and available quantity\n - For products with low inventory (less than 5 items), notify stakeholders\n\n5. ADDING NEW PRODUCTS:\n Required information:\n - Title (required): Clear, descriptive product name\n - Body HTML (required): Detailed product description with formatting\n - Images: Source URL for product images\n - Tags: Comma-separated list of relevant tags\n - Price: Retail price of the product\n - Inventory quantity: Initial stock level\n - Variants (if applicable): Different versions of the product\n\n6. REMOVING PRODUCTS:\n - First get the product details to confirm it's the correct item\n - Then use 'Delete A Product' with the Product ID\n - Always ask for explicit confirmation before deletion\n\nGUIDELINES FOR INTERACTIONS:\n1. Always verify input data for accuracy and completeness\n2. Break complex operations into step-by-step explanations\n3. When interfacing with other agents or artists, ask specific questions to gather all required information\n4. For missing information, ask clear follow-up questions\n5. Provide structured responses that clearly present product information\n\nFor all operations, explain what you're doing and why, especially before making any changes to the product database."
}
},
"type": "@n8n/n8n-nodes-langchain.agent",
"typeVersion": 1.7,
"position": [
-400,
-160
],
"id": "e10112db-6738-4252-a3a6-586c4913443e",
"name": "Product Management Agent"
},
{
"parameters": {
"inputSource": "passthrough"
},
"type": "n8n-nodes-base.executeWorkflowTrigger",
"typeVersion": 1.1,
"position": [
-820,
-300
],
"id": "0eb95ce1-c08c-4b95-9179-64d356a526a1",
"name": "When Executed by Another Workflow"
},
{
"parameters": {
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"typeVersion": 1.1,
"position": [
-820,
-100
],
"id": "38ae25fa-4434-4497-8a99-e36dab9f8670",
"name": "When chat message received"
},
{
"parameters": {
"authentication": "accessToken",
"resource": "product",
"operation": "get",
"productId": "={{ $fromAI('Product_ID', ``, 'string') }}",
"additionalFields": {
"fields": ""
}
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
-560,
260
],
"id": "8819968e-a861-4636-9b3f-346e5b848000",
"name": "Get A Product",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to retrieve all the products in the product database.",
"authentication": "accessToken",
"resource": "product",
"operation": "getAll",
"limit": "={{ $fromAI('Limit', ``, 'number') }}",
"additionalFields": {}
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
-340,
260
],
"id": "5bee1c18-6c63-45a9-9e0e-629c80f0704f",
"name": "Get All Products",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to update a specific product",
"authentication": "accessToken",
"resource": "product",
"operation": "update",
"productId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Product_ID', ``, 'string') }}",
"updateFields": {}
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
-120,
260
],
"id": "d9efa266-98d1-4ca5-9a6e-9488f27defb1",
"name": "Update A Product",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to update a specific product",
"authentication": "accessToken",
"resource": "product",
"title": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Title', `Tile should be`, 'string') }}",
"additionalFields": {
"body_html": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Body_HTML', ``, 'string') }}",
"images": [
{
"src": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Source', ``, 'string') }}",
"id": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('ID', ``, 'number') }}"
}
],
"tags": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Tags', ``, 'string') }}"
}
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
140,
260
],
"id": "c598602e-38b8-41d0-a190-b32cef06d786",
"name": "Add New Product",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to delete/remove a specific product",
"authentication": "accessToken",
"resource": "product",
"operation": "delete",
"productId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Product_ID', ``, 'string') }}"
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
320,
260
],
"id": "b2d91686-459b-4260-87f5-4958fcef6826",
"name": "Delete A Product",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to get inventory information for a specific product",
"authentication": "accessToken",
"resource": "inventoryLevel",
"operation": "getAll",
"inventoryItemIds": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Inventory_Item_ID', ``, 'string') }}"
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
-560,
420
],
"id": "6a521b47-c98d-4ac2-b87e-19f3b584c611",
"name": "Get Inventory Levels",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to update inventory levels for a specific product",
"authentication": "accessToken",
"resource": "inventoryLevel",
"operation": "update",
"locationId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Location_ID', ``, 'string') }}",
"inventoryItemId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Inventory_Item_ID', ``, 'string') }}",
"additionalFields": {
"available": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Available_Quantity', ``, 'number') }}"
}
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
-340,
420
],
"id": "d7c83a94-b762-4fe8-b9a8-cc863a9ea2f1",
"name": "Update Inventory Level",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to search for products by title, vendor, product type, or tags",
"authentication": "accessToken",
"resource": "product",
"operation": "getAll",
"limit": "50",
"additionalFields": {
"title": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Search_Title', ``, 'string') }}",
"product_type": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Product_Type', ``, 'string') }}",
"vendor": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Vendor', ``, 'string') }}",
"handle": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Handle', ``, 'string') }}"
}
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
-120,
420
],
"id": "f5e9a3c7-d1b4-4e23-a7b6-78d52a9c4f70",
"name": "Search Products",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to retrieve product variants for a specific product",
"authentication": "accessToken",
"resource": "productVariant",
"operation": "getAll",
"productId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Product_ID', ``, 'string') }}"
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
140,
420
],
"id": "eb9f4c3a-5d72-49e8-aeb2-893dc5f7e98d",
"name": "Get Product Variants",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"descriptionType": "manual",
"toolDescription": "Use this tool to update the price of a product variant",
"authentication": "accessToken",
"resource": "productVariant",
"operation": "update",
"variantId": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Variant_ID', `ID of the product variant to update`, 'string') }}",
"updateFields": {
"price": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Price', `New price for the product variant`, 'string') }}",
"compare_at_price": "={{ /*n8n-auto-generated-fromAI-override*/ $fromAI('Compare_At_Price', `Original price for comparison (if on sale)`, 'string') }}"
}
},
"type": "n8n-nodes-base.shopifyTool",
"typeVersion": 1,
"position": [
320,
420
],
"id": "4e7b9c2d-81f3-45a9-b1d7-e923a5c8f21e",
"name": "Update Product Price",
"credentials": {
"shopifyAccessTokenApi": {
"name": "<your credential>"
}
}
},
{
"parameters": {
"assignments": {
"assignments": [
{
"id": "64ea67ba-5abc-4777-8c49-10d742199b11",
"name": "output",
"value": "={{ $json.output }}",
"type": "string"
}
]
},
"options": {}
},
"type": "n8n-nodes-base.set",
"typeVersion": 3.4,
"position": [
40,
-160
],
"id": "d2d7b710-335a-4f21-ad32-75ae94dff6d7",
"name": "Edit Fields"
},
{
"parameters": {},
"id": "a60c8572-56c1-4bf3-8352-a6419a475887",
"name": "Window Buffer Memory",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"typeVersion": 1.1,
"position": [
-560,
-160
]
}
],
"connections": {
"OpenRouter Chat Model2": {
"ai_languageModel": [
[
{
"node": "Product Management Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Product Management Agent": {
"main": [
[
{
"node": "Edit Fields",
"type": "main",
"index": 0
}
]
]
},
"When Executed by Another Workflow": {
"main": [
[
{
"node": "Product Management Agent",
"type": "main",
"index": 0
}
]
]
},
"When chat message received": {
"main": [
[
{
"node": "Product Management Agent",
"type": "main",
"index": 0
}
]
]
},
"Window Buffer Memory": {
"ai_memory": [
[
{
"node": "Product Management Agent",
"type": "ai_memory",
"index": 0
}
]
]
},
"Get A Product": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get All Products": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Update A Product": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Add New Product": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Delete A Product": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get Inventory Levels": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Update Inventory Level": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Search Products": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Get Product Variants": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Update Product Price": {
"ai_tool": [
[
{
"node": "Product Management Agent",
"type": "ai_tool",
"index": 0
}
]
]
}
},
"meta": {
"templateCredsSetupCompleted": true
}
}
Credentials you'll need
Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.
openRouterApishopifyAccessTokenApi
Pro
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About this workflow
Agent:Order Management Agent. Uses lmChatOpenRouter, agent, executeWorkflowTrigger, chatTrigger. Event-driven trigger; 16 nodes.
Source: https://github.com/kingler/n8n_agent/blob/96728336e318516773a8986d4ffd200c665b9888/workflows/agent:order_management_agent.json — original creator credit. Request a take-down →
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