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AdvancedProfessionalChatbots & Conversational AIWebhook trigger17 nodes

Power an AI agent task: Slack + AI agent

Fires the moment a webhook arrives across Slack and Google Sheets, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for lead bots, around a "Frame the Assignment" step, in 17 documented nodes.

Power an AI agent task with Slack in real time for Lead Bots. An original, ready-to-import n8n workflow built around the 'AI Agent' pattern for customer support. It fires on a webhook and orchestrates 17 nodes across Slack, Google Sheets. It uses n8n's LangChain AI nodes (Agent/Chain + chat model). Retry-on-fail is enabled on external calls. Import the JSON, add your credentials, and adapt the parameters. What used to take a morning now runs on its own.

Key benefits

  • Keeps Slack and Google Sheets in step for lead bots, without anyone re-typing a row
  • A failed Slack or Google Sheets call is retried rather than dropped, at any of the 17 nodes in this lead-bots build
  • Bad input stops the run for lead bots instead of landing in Slack
  • The lead-bots AI step is isolated from Slack, so models swap without touching the other 17 nodes
  • Pinned sample data ships with it — run all 17 nodes for lead bots before wiring Slack

Use cases

  • Teams keeping Slack and Google Sheets aligned by hand for lead bots
  • Lead bots work that needs a judgement call per item before it reaches Slack
  • Pushing lead-bots events into Slack and Google Sheets the moment they land, not on the next poll
  • Lead bots work where "Frame the Assignment" is still a manual step before Slack

Integrations

SlackGoogle SheetsOpenAI

Workflow preview (17 nodes)

The template's actual node layout and connections. Node parameters and credential slots unlock with the download.

Receive Inbound WebhookWebhookRequired Fields Present?IfAbort — Malformed InputStop And ErrorFrame the AssignmentSetCoordinator AgentAgentOpenAI Chat ModelLm Chat Open AiResearch Specialist (Su…Tool WorkflowDraft Specialist (Sub-w…Tool WorkflowReview Specialist (Sub-…Tool WorkflowEnforce Result SchemaOutput Parser StructuredUnpack SectionsSplit OutPersist Deliverable to …Google SheetsSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…Slack

What's inside (17 nodes)

A look at the node types this workflow uses. No purchase required — full parameters and credentials are yours after you buy.

AgentGoogle SheetsIfLm Chat Open AiOutput Parser StructuredSetSlackSplit OutStop And ErrorTool WorkflowWebhook

Agent tools included (3)

An AI Agent is only as capable as the tools wired into it. These are read from the template's own graph — every one is a real node in the file you download.

  • Draft Specialist (Sub-workflow) · Another n8n workflow
  • Research Specialist (Sub-workflow) · Another n8n workflow
  • Review Specialist (Sub-workflow) · Another n8n workflow

This agent runs without conversation memory - each run starts from the incoming request.

From download to running in 3 steps

  1. 1
    Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
  2. 2
    Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
  3. 3
    Activate. Run it once to test, then toggle Active. The automation is live.

What you'll learn

Advanced level

Adds branching depth and audit logging on top of the core pattern.

  • Wiring an AI Agent to a chat model and a set of tools
  • Writing a system message that controls when the agent reaches for each tool
  • Giving a model a structured output parser so downstream nodes get clean fields

Every node carries its own documentation on the canvas, plus notes explaining why the architecture was built this way, a credential setup guide, troubleshooting, and three practice exercises. Sample data comes pinned to the trigger, so you can hit Execute and watch data flow before connecting a single account.

Common questions

What exactly do I get?

The complete, ready-to-import n8n workflow as a JSON file, delivered instantly after payment. Import it into your own n8n (cloud or self-hosted), add your credentials, and it runs.

How do I import it into n8n?

In n8n, open Workflows, click the three-dot menu, choose “Import from File”, and select the downloaded JSON. Then connect your own app credentials on the highlighted nodes.

Do I need anything else for it to work?

You need your own n8n instance and accounts/credentials for the apps this workflow connects to (Slack, Google Sheets). No coding is required.

What if it doesn't work for me?

If the file is faulty, won't import, or isn't as described, contact us within 7 days and we'll fix it or refund you - see our refund policy.

Can I modify or resell it?

You can freely adapt and use it in your own or your clients' projects. Reselling or redistributing the template file itself is not permitted.

Original n8n workflow template created and owned by WorkflowCrate. After purchase you receive the ready-to-import JSON file and a license to use and adapt it in your own projects.