Text refinement via AI agent debates in n8n on a schedu

This automation enables structured multi-agent AI debates to deeply refine text through iterative rounds of critique and improvement. Ideal for professionals who need to simulate expert discussions or enhance content quality using collective AI reasoning.

## Who it´s for
- AI agent developers testing model behavior in discussions
- Editors and copywriters refining content via multi-agent feedback
- Analysts simulating expert panels or decision-making scenarios
- Researchers in collaborative AI and multi-agent systems

## What the automation does
- Triggers on schedule (cron) or manually
- Launches debates among customizable number of AI agents with distinct roles, styles, and motivations
- Processes input text over multiple rounds: each agent analyzes, critiques, and suggests edits
- Aggregates responses and generates an updated version after each round
- Produces a final optimized output after all rounds complete

## What´s included
- Ready-to-use n8n workflow with LangChain and agent logic
- Trigger logic: cron_schedule and manual execution
- Integrations with Mistral Cloud and JSON Output Parser
- Basic textual guide for launch and adaptation

## Requirements for setup
- n8n account (cloud or self-hosted)
- Mistral Cloud API key
- Basic understanding of LangChain and JSON handling in n8n

## Benefits and outcomes
- Enhanced text quality through multi-agent analysis
- Simulation of expert discussions without human involvement
- Automated generation of consensus from diverse perspectives
- Testing of AI agent behaviors in controlled environment
- Scalability in number of agents and debate rounds

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.