
A small experiment in simulating multi-agent collaboration protocols using conversational prompt design and front-end prototyping tools.
This project validates a safe, deterministic 11-step consensus flow designed to resolve policy conflicts between specialized AI agents.
- File:
consensus_demo.html - Tech Stack: HTML + React (via CDN) + Babel (via CDN)
- Safety: Fully client-side, no API keys, no backend, no external network calls (beyond React/Babel CDNs).
Open the file in any browser → click Run Consensus Cycle → watch the agents simulate a policy negotiation.
The simulation follows a deterministic sequence:
- [DAT-REQ] → Request for data
- [DAT-RESP] → Data is provided
- [POL-PROP] → Initial policy proposal
- [CRITIQUE] → Proposal challenged
- [DISAGREE] → Objection raised
- [SUGGEST_ALTERNATIVE] → New component proposed
- [MEDIATE] → Compromise suggested (Pilot Program)
- [CLARIFY] → Clarification sought on pilot terms
- [VALIDATE] → Data Agent validates
- [VALIDATE] → Decision Agent validates
- [CONS-AGREE] → ✅ Consensus reached!
Final Policy Output: Pilot restrict irrigation to 2 days/week + public awareness campaign (6-month evaluation period)
- What worked: Deterministic sequence executed perfectly; every tag (including
[CLARIFY]) implemented; final policy output displayed. - What I learned: Constrained prompts (deterministic steps, front-end only) yield higher fidelity results. Imagine is best for UI/code, while tools like Miro/Lucidchart are ideal for conceptual visuals.
- Prototype Design & Prompting — Leena Thomas (Zee)
- Vetting & Alignment — Claude Sonnet 4.5
- Code Generation — Claude Imagine (beta)
- Analysis & Commentary — ChatGPT, Gemini, Perplexity
git clone https://github.com/leenathomas01/Claude-Imagine-Exploration-Demo.git
cd Claude-Imagine-Exploration-Demo
open consensus_demo.htmlThis repository demonstrates multi-LLM collaboration patterns using Anthropic's Claude Imagine research preview.
For a complete catalog of related research:
📂 AI Safety & Systems Architecture Research Index
Thematically related:
- Divergence Atlas — Cognitive mapping across AI systems
- SDFI — Recursive engagement patterns
