Automation library · Research and reporting

Multi-AI Council Research : GPT 5.2, Claude Opus 4.6 & Gemini 3

Started by someone opening a chat with it. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Claude, Gemini and one other. 17 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: Claude, Gemini

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17 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 12Logic 4

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

  1. 1When chat message receivedChat triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4OpenAI Chat ModelLm Chat Open AiModel
  5. 5Anthropic Chat ModelLm Chat AnthropicModel
  6. 6Google Gemini Chat Model1Lm Chat Google GeminiModel
  7. 7Google Gemini Chat Model2Lm Chat Google GeminiModel
  8. 8Search Query OptimizerChain LlmModel
  9. 9ChatGPT 5.2Chain LlmModel
  10. 10Claude Opus 4.6Chain LlmModel
  11. 11Gemini 3 ProChain LlmModel
  12. 12Multi-Response AggregatorChain LlmModel
  13. 13Search?IfLogic
  14. 14ChatGPT ResultSetLogic
  15. 15Claude ResultSetLogic
  16. 16Gemini ResultSetLogic
  17. 17ChatChatModel

How it's built

Starts on
Someone opening a chat with it
Steps
17, with 1 branch
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
Claude, Gemini, OpenAI

Questions

What does it need to run?

An n8n account, and a key for Claude and Gemini. 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 Claude, Gemini and OpenAI. 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.