[AI-014] Build Automated Documentation Generation and Knowledge Base for Soroban Contracts

[Nanle-code]

Develop an AI system that automatically generates comprehensive documentation and maintains a knowledge base:

• Generate API documentation from contract code with examples
• Create architecture diagrams and data flow visualizations
• Implement automatic tutorial and guide generation
• Include FAQ generation from common usage patterns
• Support for multi-language documentation
• Implement documentation maintenance with automatic updates
• Include search and retrieval system for contract knowledge
• Support for collaborative documentation with AI assistance

Requirements:

• Integration with existing contract analysis tools
• Large language models for documentation generation
• Support for multiple documentation formats (Markdown, HTML, PDF)
• Version control integration for documentation history

Acceptance Criteria:

• Generates comprehensive documentation for >90% of benchmark contracts
• Documentation accuracy validated by domain experts
• Integration with existing template and tutorial systems
• Comprehensive test suite with documentation scenarios

Difficulty: Expert
Priority: High