Multi-Model Council Workflow for AI Coding Agents

A developer has created a web-based workflow tool that uses multiple AI models to review coding tasks before passing them to coding agents. Instead of directly prompting an agent, the tool implements a "council" approach where different models analyze the task first.

How the Council Works

The workflow runs three specific models with distinct roles:

• Architect (GPT-4o): Drafts a plan using your actual codebase
• Skeptic (Claude): Tries to tear apart the plan and find edge cases
• Synthesizer (Gemini): Rebuilds the plan into an agent-ready prompt

Tool Details

Users paste their idea and optionally upload project files. The synthesizer creates a PLAN.md file with explicit "DO NOT" constraints pulled from your coding patterns. The developer notes that attaching this PLAN.md as @PLAN.md in Claude's Composer interface noticeably changes what the coding agent does.

The tool is available at https://council-gray.vercel.app and requires users to bring their own API keys. Nothing is stored server-side.

The developer built this after observing that some people were already doing similar multi-model reviews manually across browser tabs. They're seeking feedback on whether this approach actually improves output or if it's over-engineering their workflow.