---
title: Operon Multi-Agent Orchestrator
emoji: "\U0001F3ED"
colorFrom: indigo
colorTo: green
sdk: gradio
sdk_version: "6.5.1"
app_file: app.py
pinned: false
license: mit
short_description: Ticket processing combining all 11 biological motifs
---

# 🏭 Operon Multi-Agent Orchestrator

End-to-end ticket processing combining all 11 biological motifs into a complete adaptive system -- security, budget, morphogen coordination, healing, and memory working together.

## What to Try

1. Select a preset from the **Preset** dropdown (e.g. "Simple ticket", "Complex investigation", or "Abusive input") and click **Process Ticket** to see all 11 motifs working together.
2. Type your own support ticket text into the **Ticket** input and process it to see how the pipeline adapts -- security scanning, budget allocation, morphogen-guided processing, and quality validation.
3. Try the "Memory reuse" preset to see how HistoneStore recalls successful repair strategies from previous runs to accelerate healing.

## How It Works

The orchestrator chains all major Operon components: InnateImmunity gates input, ATP_Store manages budget, MorphogenGradient guides pipeline behavior, RegenerativeSwarm handles task solving with apoptosis recovery, and Chaperone validates output with NegativeFeedbackLoop corrections. HistoneStore provides epigenetic memory across runs.

## Learn More

[GitHub](https://github.com/coredipper/operon) | [PyPI](https://pypi.org/project/operon-ai/) | [Paper](https://github.com/coredipper/operon/tree/main/article)
