---
title: Operon Signal Cascade
emoji: "\u26A1"
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: "6.5.1"
app_file: app.py
pinned: false
license: mit
short_description: Multi-stage signal amplification pipeline with checkpoints
---

# Operon Signal Cascade

Multi-stage signal processing pipeline with amplification factors and checkpoint gates.

1. **Text Pipeline** -- Feed text through validate > normalize > tokenize > filter stages with configurable checkpoints
2. **MAPK Cascade** -- Classic three-tier biological signaling (MAPKKK > MAPKK > MAPK) with configurable amplification

Each stage transforms and amplifies the signal. Checkpoint gates can block progression at any stage.

No API keys required -- runs entirely locally.

[GitHub](https://github.com/coredipper/operon) | [Paper](https://github.com/coredipper/operon/tree/main/article)
