# Advanced - Agent Scaffolding

## Overview

**Purpose**: This directory serves as a categorized documentation index for the `Advanced` layer of the GNN Framework.

**Category**: Documentation Index

## Contained Indices

- [GNN Ontology System Documentation](ontology_system.md)
- [GNN Multi-Agent Simulation Specification](gnn_multiagent.md)
- [Advanced GNN Modeling Patterns](advanced_modeling_patterns.md)
- [GNN, LLMs, and Advanced Agents](gnn_llm_neurosymbolic_active_inference.md)
- [GNN Ontology Guide](gnn_ontology.md)


## Implementation Details
This is a static reference directory. The above files can be explicitly referenced by external LLMs to retrieve detailed syntax and operational knowledge for GNN generation tasks.