# Visualization - Agent Scaffolding

## Overview

**Purpose**: Responsible for `Visualization` operations within the GNN pipeline architecture.
**Category**: Generated Pipeline Component
**Status**: Development

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## Core Functionality

### Primary Responsibilities
Figure Generation Module for Meta-Aware-2

Comprehensive visualization system for generating publication-quality figures
from meta-awareness simulation results. Supports reproduction of all figures
from Sandved-Smith et al. (2021) and custom analysis visualizations.

Part of the meta-aware-2 "golden

### Extracted Code Entities

- **Classes**: FigureGenerator
- **Functions**: generate_figure_10, generate_figure_11, generate_figure_7, generate_free_energy_analysis, generate_model_comparison, generate_precision_analysis, save_analysis_summary

## Implementation Details

This module follows the Thin Orchestrator Pattern. It is governed by the real-implementation testing policy.