---
title: Operon Biological Oscillators
emoji: 🔃
colorFrom: purple
colorTo: blue
sdk: gradio
sdk_version: "6.5.1"
app_file: app.py
pinned: false
license: mit
short_description: Biological oscillator patterns and waveform visualization
---

# 🔃 Biological Oscillator Patterns

Visualize oscillator waveforms and biological phase structures -- the timing mechanisms that drive periodic maintenance, heartbeat monitoring, and cell cycle control in Operon agents.

## What to Try

1. Open the **Waveform Explorer** tab, select a waveform type from the dropdown (Sine, Square, Sawtooth, Triangle, or Pulse), adjust **Frequency**, **Amplitude**, and **Damping** sliders, and click **Generate** to see the waveform.
2. Try the "Damped sine" preset to see how oscillations decay over time, or "Fast triangle" for rapid cycling.
3. Switch to the **Biological Oscillators** tab and explore Circadian (day/night phases), Heartbeat (BPM-based), and Cell Cycle (G1/S/G2/M phase breakdowns) patterns.

## How It Works

Waveforms are computed mathematically from sine-based functions with configurable damping. Biological oscillators map these waveforms to real-world phase structures -- circadian rhythms, heartbeat intervals, and cell division cycles -- providing the timing backbone for Operon's scheduled maintenance and lifecycle management.

## Learn More

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