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AdvancedPremiumAI AgentsWebhook trigger23 nodes

Automate an AI agent task with Google Sheets and Slack

Fires the moment a webhook arrives across Google Sheets and Slack, hands the decision to an AI agent with its own tools, then writes the result out as a file. Built for research assistant, around a "Keep Valid Requests" step, in 23 documented nodes.

Automate an AI agent task with Slack hands-free. An original, ready-to-import n8n workflow built around the 'AI Agent' pattern for AI & automation. It fires on a webhook and orchestrates 23 nodes across Google Sheets, Slack, HTTP / REST API. 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. Nothing slips through the cracks.

Key benefits

  • Keeps Google Sheets and Slack in step for research assistant, without anyone re-typing a row
  • A failed Google Sheets or Slack call is retried rather than dropped, at any of the 23 nodes in this research-assistant build
  • The research-assistant AI step is isolated from Google Sheets, so models swap without touching the other 23 nodes
  • Pinned sample data ships with it — run all 23 nodes for research assistant before wiring Google Sheets
  • 23 nodes, each with a doc card explaining what it does for research assistant

Use cases

  • Teams keeping Google Sheets and Slack aligned by hand for research assistant
  • Research assistant work that needs a judgement call per item before it reaches Google Sheets
  • Pushing research-assistant events into Google Sheets and Slack the moment they land, not on the next poll
  • Research assistant work where "Keep Valid Requests" is still a manual step before Google Sheets

Integrations

Google SheetsSlackHTTP / REST APIOpenRouter

Workflow preview (23 nodes)

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

Receive Inbound WebhookWebhookKeep Valid RequestsFilterFrame the AssignmentSetCoordinator AgentAgentOpenRouter Chat ModelLm Chat Open RouterResearch Specialist (Su…Tool WorkflowDraft Specialist (Sub-w…Tool WorkflowReview Specialist (Sub-…Tool WorkflowEnforce Result SchemaOutput Parser StructuredUnpack SectionsSplit OutPersist Deliverable to …Google SheetsLoad Previous SnapshotGoogle SheetsCompute Drift vs Snapsh…CodeSerialize Run Output (C…Convert To FileArchive Row SnapshotGoogle SheetsEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetSummarize Run StatsSetAppend Audit Row (Googl…Google SheetsSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…Google Sheets

What's inside (23 nodes)

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

AgentCodeConvert To FileFilterGoogle SheetsHttp RequestLm Chat Open RouterOutput Parser StructuredSetSlackSplit OutTool 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

Production level

Production-grade: idempotency, dead-letter handling, and reconciliation included.

  • 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 (Google Sheets, Slack, HTTP / REST API). 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.