---
title: Operon Adaptive Assembly
emoji: 🧬
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: "6.5.1"
app_file: app.py
pinned: false
short_description: Template selection, assembly, and experience pool
---

Interactive dashboard for Operon's adaptive assembly loop — fingerprint a task,
retrieve ranked templates from the PatternLibrary, simulate assembly and
execution, and explore the experience pool that drives future recommendations.