Run an assistant workflow: Google Sheets & Slack, webhook
Fires the moment a webhook arrives across Google Sheets, Slack and Twilio, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for research assistant, around a "Reason & Act (AI Agent)" step, in 23 documented nodes.
Run an assistant workflow with Twilio 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, Twilio. 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
- ✓Safe to re-run: records already in Google Sheets or Slack are skipped, across all 23 nodes of this research-assistant build
- ✓A failed Google Sheets or Slack call is retried rather than dropped, at any of the 23 nodes in this research-assistant build
- ✓Bad input stops the run for research assistant instead of landing in Google Sheets
- ✓Branches rejoin before Google Sheets, so a research-assistant run reports once rather than 23 times
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 "Reason & Act (AI Agent)" is still a manual step before Google Sheets
Integrations
Workflow preview (23 nodes)
The template's actual node layout and connections. Node parameters and credential slots unlock with the download.
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.
Agent tools included (2)
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.
- Run Calculations · Calculator
- Search Reference Wiki · Wikipedia
Conversation memory is attached, so the agent carries earlier turns of a session.
From download to running in 3 steps
- 1Import. In n8n, open Workflows → menu → “Import from File” and pick the downloaded JSON.
- 2Connect. Add your own credentials on the app nodes - n8n highlights exactly which ones need them.
- 3Activate. Run it once to test, then toggle Active. The automation is live.
What you'll learn
Production levelProduction-grade: idempotency, dead-letter handling, and reconciliation included.
- •Wiring an AI Agent to a chat model, memory, and multiple tools
- •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
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, Twilio). 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.
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