---
title: Operon Epiplexity Healing Cascade
emoji: "\U0001F4A1"
colorFrom: yellow
colorTo: blue
sdk: gradio
sdk_version: "6.5.1"
app_file: app.py
pinned: false
license: mit
short_description: Escalating healing when stagnation is detected
---

# Operon Epiplexity Healing Cascade

Detect epistemic stagnation via EpiplexityMonitor and escalate through increasingly aggressive healing interventions.

## Features

- **Stagnation detection**: EpiplexityMonitor measures novelty and flags STAGNANT/CRITICAL
- **Escalating cascade**: autophagy -> regeneration -> abort
- **Diagnostic reports**: Full stagnation history with epiplexity scores
- **Presets**: Healthy agent, stagnant agent, critical with regeneration

## Motifs Combined

EpiplexityMonitor + AutophagyDaemon + RegenerativeSwarm + Cascade

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