Automation library · Research and reporting

Multi-tool research agent for animal advocacy with OpenRouter

Started by someone opening a chat with it. It calls services over plain HTTP rather than through connectors. It puts OpenRouter behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 22 steps, 1 branch: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenRouterRetrieval

Download free
22 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 2Model 14Logic 4Service 2

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

  1. 1Serper APITool Http RequestModel
  2. 2OpenRouter Chat ModelLm Chat Open RouterModel
  3. 3Database RetrievalTool Http RequestModel
  4. 4When Executed by Another WorkflowExecute Workflow triggerStarts it
  5. 5When chat message receivedChat triggerStarts it
  6. 6ThinkTool ThinkModel
  7. 7Email FinderHunter ToolService
  8. 8Email VerifierHunter ToolService
  9. 9Web Scraper ToolTool Http RequestModel
  10. 10Twitter Post ScraperTool Http RequestModel
  11. 11Twitter Profile ScraperTool Http RequestModel
  12. 12Instagram Profile ScraperTool Http RequestModel
  13. 13Linkedin Person and Company ScraperTool Http RequestModel
  14. 14Simple MemoryMemory Buffer WindowModel
  15. 15OpenRouter Chat Model1Lm Chat Open RouterModel
  16. 16Score TextTool WorkflowModel
  17. 17AI AgentAgentModel
  18. 18Set FieldsSetLogic
  19. 19Fix Empty ResponseChain LlmModel
  20. 20IfIfLogic
  21. 21Set Output (If Empty)SetLogic
  22. 22Set Output (If Not Empty)SetLogic

How it's built

Starts on
Someone opening a chat with it
Steps
22, with 1 branch
Size
Large: read it before trusting it with anything live
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenRouter
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

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

What starts it?

It starts on someone opening a chat with it.

Does it use AI?

Yes. It calls 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?

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.