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AdvancedPremiumContent GenerationWebhook trigger23 nodes

Summarize long emails with Slack and PostgreSQL

Fires the moment a webhook arrives across Slack and PostgreSQL, hands the decision to an AI agent with its own tools, then branches on the check before anything is written. Built for newsletters, around a "Normalize Draft Payload" step, in 23 documented nodes.

Summarize long emails with PostgreSQL and Slack without manual work. An original, ready-to-import n8n workflow built around the 'AI Summarize & Route' pattern for content creation & media. It fires on a webhook and orchestrates 23 nodes across Slack, PostgreSQL, 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. Your team sees the right data at the right time.

Key benefits

  • Keeps Slack and PostgreSQL in step for newsletters, without anyone re-typing a row
  • Safe to re-run: records already in Slack or PostgreSQL are skipped, across all 23 nodes of this newsletters build
  • A failed Slack or PostgreSQL call is retried rather than dropped, at any of the 23 nodes in this newsletters build
  • Branches rejoin before Slack, so a newsletters run reports once rather than 23 times
  • Every newsletters run leaves an audit row behind, alongside Slack

Use cases

  • Teams keeping Slack and PostgreSQL aligned by hand for newsletters
  • Newsletters work that needs a judgement call per item before it reaches Slack
  • Pushing newsletters events into Slack and PostgreSQL the moment they land, not on the next poll
  • Newsletters work where "Normalize Draft Payload" is still a manual step before Slack

Integrations

SlackPostgreSQLHTTP / REST APIOpenAI

Workflow preview (23 nodes)

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

Receive Inbound WebhookWebhookNormalize Draft PayloadCodeReason & Act (AI Agent)AgentOpenAI Chat ModelLm Chat Open AiThink It ThroughTool ThinkRun CalculationsTool CalculatorShape Agent OutputSetConfident Enough?IfDeliver Answer + Log to…PostgresEscalate to Human QueueSlackJoin OutcomesMergeEnrich with Reference D…Http RequestFold In Enrichment Fiel…SetFingerprint for Idempot…CodeDrop Already-Processed …Remove DuplicatesStamp Completion TimeDate TimePersist Run MetadataExecution DataSummarize Run StatsSetAppend Audit Row (Postg…PostgresSend Summary to SlackSlackCapture Failure ContextSetEscalate Failure to Sla…SlackPark in Dead-Letter Que…Postgres

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.

AgentCodeDate TimeExecution DataHttp RequestIfLm Chat Open AiMergePostgresRemove DuplicatesSetSlackTool CalculatorTool ThinkWebhook

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
  • Think It Through · Scratchpad reasoning

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.

  • Routing classified output into separate action branches
  • Rejoining parallel branches with Merge so the run reports once
  • Moving data between PostgreSQL and Slack 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 (Slack, PostgreSQL, 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.