Architecture

This demo shows three AI agents collaborating via schema-driven structured output.

Each agent is a Schemaon — an atomic reasoning primitive with a defined output JSON schema. The output of one agent feeds directly as input to the next, with no mapping code.

Pipeline

1. Researcher analyzes the topic
2. Writer drafts an article from findings
3. Critic evaluates the draft
4. Writer revises based on feedback

The revision loop demonstrates multi-turn agent coordination — the Writer receives the Critic's feedback via conversation history and produces an improved article using the same output schema.

View Source on GitHub

Built with OpenAI Responses API + Next.js

Multi-Agent Research Pipeline

Enter a topic and watch three agents collaborate to research, write, critique, and revise an article.

Topic

Depth