Automation library · Chat assistants

LinkedIn engagement automator with OpenAI and Claude

Started by an incoming Telegram message, and works across Telegram. It hands the judgement calls to Claude and OpenAI. 22 steps, 1 branch: large, and worth reading before you trust it with anything live.

LargeCalls a model: Claude, OpenAI

22 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 12Logic 5Service 4

The steps in the order they run, from what starts it.

  1. 1Structured Output ParserOutput Parser StructuredModel
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3ThinkTool ThinkModel
  4. 4Anthropic Chat ModelLm Chat AnthropicModel
  5. 5OpenAI Chat Model1Lm Chat Open AiModel
  6. 6Structured Output Parser1Output Parser StructuredModel
  7. 7Structured Output Parser2Output Parser StructuredModel
  8. 8OpenAI Chat Model2Lm Chat Open AiModel
  9. 9URL TriggerTelegram triggerStarts it
  10. 10Extract the ID of the LinkedIn postAgentModel
  11. 11Create commentAgentModel
  12. 12Set reactionAgentModel
  13. 13Determine language and moodInformation ExtractorModel
  14. 14Check Telegram User idFilterLogic
  15. 15Extract the content of the LinkedIn postHttp RequestService
  16. 16Set comment contentSetLogic
  17. 17Set comment and prompt propertiesSetLogic
  18. 18Defining guardrailsSetLogic
  19. 19Approve oder DisapproveTelegramService
  20. 20IfIfLogic
  21. 21Send commentHttp RequestService
  22. 22Send reactionHttp RequestService

How it's built

Starts on
An incoming Telegram message
Steps
22, with 1 branch
Size
Large: read it before trusting it with anything live
Connects to
Telegram
Model
Claude, OpenAI

Questions

What does it need to run?

An n8n account, plus your own Telegram account, and a key for Claude and OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on an incoming Telegram message.

Does it use AI?

Yes. It calls Claude and OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 22 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 22 steps before you point it at anything that matters.