git:20260906.82c8031 to git:20260907.ae194c2

# Cerebrum Cognitive Architecture Documentation Agents

## Overview

This document provides agent scaffolding for the Cerebrum Cognitive Architecture documentation subsystem. The documentation is organized into specialized agent modules, each responsible for specific aspects of the Cerebrum Cognitive Architecture system.

**Status**: ✅ Documentation

**Version**: 1.0

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## Purpose

Documentation for the Cerebrum cognitive architecture and its GNN implementations.

## Documentation Organization

The Cerebrum Cognitive Architecture documentation system is part of the broader GNN (Generalized Notation Notation) pipeline and ecosystem.

### Related Systems

- **GNN Documentation**: [gnn/AGENTS.md](../../gnn/AGENTS.md)

- **Pipeline Reference**: [src/gnn/AGENTS.md](../../../src/gnn/AGENTS.md)

- **Active Inference**: [activeinference.org](https://activeinference.org)

## Subsystems

- **cerebrum_v1-4.md**: Complete Cerebrum specification (versions 1-4)

- **gnn_cerebrum.md**: Cerebrum models in GNN notation

## Quick Navigation

- **Get Started**: See [README.md](README.md)

- **Pipeline Overview**: [src/gnn/AGENTS.md](../../../src/gnn/AGENTS.md)

## Documentation Standards

All documentation in this subsystem follows the professional standards established in the GNN documentation system:

- **Clarity**: Concrete examples, technical accuracy

- **Functionality**: Shows what code actually does

- **Evidence-Based**: Specific metrics and real examples

- **Professional**: Clear structure, no promotional language

## Integration

This documentation integrates with the 25-step GNN processing pipeline:

1. **Pipeline Initialization** (Step 0): Template setup

2. **Environment Setup** (Step 1): Dependency installation

3. **Testing** (Step 2): Quality assurance

4. **Core Processing** (Steps 3-9): GNN parsing and validation

5. **Simulation** (Steps 10-16): Model execution and analysis

6. **Integration** (Steps 17-24): Output and reporting

See [src/gnn/AGENTS.md](../../../src/gnn/AGENTS.md) for complete pipeline documentation.

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**Status**: ✅ Production Ready

**Compliance**: Professional documentation standards

**Maintenance**: Regular updates with new features