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ExpertEnterpriseAI AgentsWebhook trigger31 nodes

Power an assistant workflow with Google Sheets for multi-tool agent

Fires the moment a webhook arrives across Google Sheets, Slack and Notion, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for multi-tool agent, around a "Keep Valid Requests" step, in 31 documented nodes.

Power an assistant workflow with Telegram without manual work. An original, ready-to-import n8n workflow built around the 'AI Agent' pattern for AI & automation. It fires on a webhook and orchestrates 31 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. What used to take a morning now runs on its own.

Key benefits

  • Keeps Google Sheets and Slack in step for multi-tool agent, without anyone re-typing a row
  • Safe to re-run: records already in Google Sheets or Slack are skipped, across all 31 nodes of this multi-tool-agent build
  • A failed Google Sheets or Slack call is retried rather than dropped, at any of the 31 nodes in this multi-tool-agent build
  • Branches rejoin before Google Sheets, so a multi-tool-agent run reports once rather than 31 times
  • Every multi-tool-agent run leaves an audit row behind, alongside Google Sheets

Use cases

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

Integrations

Google SheetsSlackHTTP / REST APINotionTelegramOpenAI

Workflow preview (31 nodes)

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

On Telegram EventTelegram TriggerKeep Valid RequestsFilterReason & Act (AI Agent)AgentOpenAI Chat ModelLm Chat Open AiLookup API DataTool Http RequestCustom Logic ToolTool CodeRun CalculationsTool CalculatorSearch Reference WikiTool WikipediaShape Agent OutputSetConfident Enough?IfDeliver Answer + Log to…Google SheetsEscalate to Human QueueTelegramJoin OutcomesMergeSerialize Run Output (C…Convert To FileArchive Row SnapshotNotionOffload to Post-Process…Execute WorkflowRecord Sub-workflow Res…Execution DataStamp Completion TimeDate TimePersist Run MetadataExecution DataFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesLoad Previous SnapshotNotionCompute Drift vs Snapsh…CodeEnrich 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 (31 nodes)

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

AgentCodeConvert To FileDate TimeExecute WorkflowExecution DataFilterGoogle SheetsHttp RequestIfLm Chat Open AiMergeNotionRemove DuplicatesSetSlackTelegramTelegram TriggerTool CalculatorTool CodeTool Http RequestTool Wikipedia

Agent tools included (4)

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.

  • Custom Logic Tool · Custom code
  • Lookup API Data · HTTP request
  • Run Calculations · Calculator
  • Search Reference Wiki · Wikipedia

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

Architect level

The deepest tier - sub-workflow delegation, state snapshots, and full observability.

  • 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
  • Moving data between Telegram, Google Sheets and Notion in a single run

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, Notion, …). 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.