Update Documentation

# Update Documentation

You will generate LLM-optimized documentation with concrete file references and flexible formatting.

## Your Task

Create documentation that allows humans and LLMs to:
- **Understand project purpose** - what the project does and why
- **Get architecture overview** - how the system is organized
- **Build on all platforms** - build instructions with file references
- **Add features/subsystems** - following established patterns with examples
- **Debug applications** - troubleshoot issues with specific file locations
- **Test and add tests** - run existing tests and create new ones
- **Deploy and distribute** - package and deploy the software

## Required Documentation Structure

Each document MUST include:
1. **Timestamp Header** - Hidden comment with last update timestamp
2. **Brief Overview** (2-3 paragraphs max) 
3. **Key Files & Examples** - Concrete file references for each major topic
4. **Common Workflows** - Practical guidance with file locations
5. **Reference Information** - Quick lookup tables with file paths

## Timestamp Format