Work

Council

CrewAI
Claude API
OpenAI
Python

A multi-model AI council that orchestrates Claude, GPT, and DeepSeek for collaborative problem-solving.

Multi-model AI council deliberation diagram

Council brings together three AI models in a structured 5-stage pipeline. The result is higher-quality outputs than any single model alone.

How It Works

Each model plays a specialized role:

StageAgentModelFocus
1Architect AClaude Opus 4.5Clean architecture design
2Architect BDeepSeekPerformance review
3BuilderGPT-5.2Implementation
4Reviewer AClaude Opus 4.5Security & edge cases
5Reviewer BDeepSeekPerformance & efficiency

The Philosophy

The best AI tools feel like collaborators, not servants. They should challenge your thinking, not just execute commands.

By having models with different training and perspectives review each other’s work, Council catches issues that any single model would miss.

Tech Stack

  • Framework: CrewAI for multi-agent orchestration
  • Models: Claude Opus 4.5, GPT-5.2, DeepSeek (via Ollama)
  • Integration: Built as a Claude Code skill

Usage

/council Build a REST API for user authentication

The council deliberates and returns a comprehensive solution with architecture, implementation, and review notes.