Manual Council: AI Deliberation Without Polling
Configure a manual prompt chain by sending the prompt to Claude, copying the response, pasting into Gemini, then GPT, then Grok, and finally reviewing the output.
Configure a manual prompt chain: send the prompt to Claude, copy its response, paste into Gemini, repeat through GPT and Grok, then review the final output.
Summary
Manual Council is a lightweight, backend‑free method for orchestrating multiple AI models in sequence, letting each model read the previous model’s output before responding. You act as the router: send the prompt to Claude, copy its response, paste it into Gemini, repeat through GPT and Grok, and finally review the final output. Because the models are chained, later models can correct earlier mistakes, expose weak assumptions, and let ideas evolve instead of resetting with each new prompt. The sequential flow—Claude → Gemini → GPT → Grok—provides visibility into disagreements and allows you to see how each model’s reasoning builds on the last. Manual Council requires no backend or orchestration layer, making it simple to set up in a browser or terminal. The trade‑off is manual friction: you must copy and paste each response and decide the order of models, but this gives you control, visibility, and understanding. By using Manual Council, developers can experiment with AI deliberation and build coordinated responses without investing in complex pipelines.
Key changes
- Manual Council has no backend or orchestration layer.
- You act as the router, passing prompts sequentially.
- The flow is Claude → Gemini → GPT → Grok → you.
- Each model inherits the previous model’s response.
- Later models can correct earlier mistakes.
- Weak assumptions are exposed through the chain.
- Ideas evolve instead of resetting with each new prompt.
- Disagreements become visible, providing insight into model reasoning.