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Council of LLMs

Don't take one model's word for it.

Multi-model deliberation for high-stakes decisions. The Council of LLMs routes a single question to multiple AI models simultaneously, surfaces their agreements and disagreements, and presents a structured analysis — so you get rigorous, cross-model insight instead of a single potentially-biased answer.

License: MIT

Quick Start

# Install
clawhub install wahajahmed010/council-of-llms

# Run with default question (demo)
council

# Run with your own question
council "Should we use JWT or session cookies for auth?"

# Interactive model selection
council --select-models "Architecture decision"

What It Does

Your Question
     ↓
[Multiple LLMs] → Parallel deliberation
     ↓
[Analysis] → Agreements, disagreements, synthesis
     ↓
[Report] → Structured verdict with confidence

When to Use

✅ Use Council ❌ Skip Council
Security audits Quick lookups
Architecture decisions Casual chat
Policy analysis First drafts
LLM output evaluation Simple facts

Pre-requisites

  • OpenClaw with 2+ LLM providers (required)
  • Recommended: Ollama Cloud for parallel execution

Documentation

License

MIT © 2026 Wahaj Ahmed

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Multi-model deliberation for high-stakes decisions. Do not take one model's word for it.

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