---
title: Documentation Roadmap
type: roadmap
status: stable
created: 2024-02-07
updated: 2024-02-07
tags:
  - roadmap
  - planning
  - documentation
  - maintenance
semantic_relations:
  - type: implements
    links: [[documentation_standards]]
  - type: relates
    links:
      - [[knowledge_organization]]
      - [[ai_documentation_style]]
      - [[content_management]]
---

# Documentation Roadmap

## Overview

This roadmap outlines the structure and organization of the documentation system, including knowledge base, implementation guides, and learning resources.

## Knowledge Base Structure

### Core Domains
1. **Cognitive Domain** (`knowledge_base/cognitive/`)
   - Theoretical foundations
   - Cognitive processes
   - Learning and memory
   - Social cognition

2. **Mathematics Domain** (`knowledge_base/mathematics/`)
   - Probability theory
   - Information theory
   - Free energy principles
   - Optimization methods

3. **Agents Domain** (`knowledge_base/agents/`)
   - Agent architectures
   - Implementation patterns
   - POMDP framework
   - Active inference agents

4. **Systems Domain** (`knowledge_base/systems/`)
   - Systems theory
   - Complexity science
   - Emergence patterns
   - Dynamical systems

## Documentation Organization

### 1. Knowledge Base
- Domain-specific indices
- Cross-domain relationships
- Implementation connections
- Research directions

### 2. Implementation Guides
- Setup guides
- Best practices
- Performance optimization
- Testing and validation

### 3. Learning Resources
- Learning paths
- Tutorials
- Examples
- Case studies

### 4. Research Documentation
- Research templates
- Experiment guides
- Results documentation
- Analysis methods

## Cross-Linking Strategy

### 1. Theoretical Connections
- Mathematics ↔ Cognitive concepts
- Systems ↔ Agent architectures
- Implementation ↔ Theory

### 2. Implementation Links
- Theory ↔ Code examples
- Concepts ↔ Implementation
- Tests ↔ Validation

### 3. Learning Integration
- Concepts ↔ Learning paths
- Theory ↔ Tutorials
- Implementation ↔ Examples

## Documentation Standards

### 1. File Organization
- Clear directory structure
- Consistent naming
- Logical grouping
- Version control

### 2. Content Structure
- Frontmatter metadata
- Semantic relationships
- Clear sections
- Code examples

### 3. Quality Standards
- Technical accuracy
- Code quality
- Documentation clarity
- Regular updates

## Implementation Examples

### 1. Basic Examples
- POMDP implementation
- Active inference agent
- Belief updating
- Policy selection

### 2. Advanced Examples
- Hierarchical agents
- Multi-agent systems
- Swarm intelligence
- Neural networks

### 3. Case Studies
- Ant colony simulation
- Robotic control
- Social learning
- Emergent behavior

## Learning Paths

### 1. Core Paths
- Active inference
- POMDP framework
- Systems theory
- Swarm intelligence

### 2. Advanced Paths
- Hierarchical processing
- Multi-agent systems
- Complex systems
- Neural computation

### 3. Specializations
- Robotics
- Cognitive systems
- Social systems
- Biological systems

## Research Documentation

### 1. Templates
- Research documents
- Implementation examples
- Experiment setup
- Results analysis

### 2. Guidelines
- Research methodology
- Documentation standards
- Code organization
- Data management

### 3. Tools
- Analysis scripts
- Visualization tools
- Testing frameworks
- Documentation generators

## Maintenance

### 1. Regular Updates
- Content review
- Link validation
- Code testing
- Documentation refresh

### 2. Quality Control
- Technical review
- Code quality
- Documentation clarity
- Cross-reference checks

### 3. Version Control
- Content versioning
- Code versioning
- Release management
- Change tracking

## Future Directions

### 1. Content Expansion
- New domains
- Advanced topics
- Case studies
- Research papers

### 2. Tool Development
- Documentation tools
- Analysis tools
- Testing tools
- Visualization tools

### 3. Integration
- External resources
- Code repositories
- Research papers
- Community contributions

## Contributing

### 1. Guidelines
- Content standards
- Code standards
- Documentation format
- Review process

### 2. Workflow
- Issue tracking
- Pull requests
- Review process
- Merge criteria

### 3. Community
- Discussion forums
- Code reviews
- Documentation reviews
- Research collaboration

## Related Resources

### Internal Links
- [[documentation_standards]]
- [[content_management]]
- [[knowledge_organization]]
- [[api_documentation]]

### External References
1. Documentation Best Practices
2. Knowledge Management Systems
3. Technical Writing Guidelines
4. API Documentation Standards

## Next Steps

1. Implement new directory structure
2. Create documentation templates
3. Establish validation framework
4. Begin content migration
5. Set up automated tools
6. Train contributors