Automation library · Research and reporting

AI-powered stock analysis assistant with Telegram and Claude

Started by an incoming Telegram message, and works across Telegram. It puts OpenAI and OpenRouter behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 17 steps: a working afternoon to understand properly.

MediumCalls a model: OpenAI, OpenRouterRetrieval

17 stepsMedium: a working afternoon
0Branches: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 2Model 5Logic 5Service 5

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

  1. 1Get ChartTool WorkflowModel
  2. 2OpenRouter Chat ModelLm Chat Open RouterModel
  3. 3Telegram Trigger1Telegram triggerStarts it
  4. 4Simple MemoryMemory Buffer WindowModel
  5. 5Workflow Input TriggerExecute Workflow triggerStarts it
  6. 6AI AgentAgentModel
  7. 7PreProcessingSetLogic
  8. 8Set Stock TickerSetLogic
  9. 9Send AnalysisTelegramService
  10. 10SettingsSetLogic
  11. 11Get Chart1Http RequestService
  12. 12Send Typing actionTelegramService
  13. 13MergeMergeLogic
  14. 14Download ChartHttp RequestService
  15. 15Technical AnalysisOpen AiModel
  16. 16Send ChartTelegramService
  17. 17responseSetLogic

How it's built

Starts on
An incoming Telegram message
Steps
17
Size
Medium: a working afternoon
Connects to
Telegram
Model
OpenAI, OpenRouter
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

An n8n account, plus your own Telegram account, and a key for OpenAI and OpenRouter. 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 OpenAI and OpenRouter. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 17 steps is enough that you should read each one before running it.

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 17 steps before you point it at anything that matters.