# Task ID: 10
# Title: Create Documentation and Quick-start Examples
# Status: done
# Dependencies: 1, 2, 3, 4, 6, 9
# Priority: medium
# Description: Develop comprehensive documentation and examples to help users get started quickly.
# Details:
Create README.md with installation and quick-start guide. Develop docstrings for all public APIs. Create example scripts demonstrating common use cases. Write tutorials for the three key personas (Solo Dev, Startup Engineer, Research Analyst). Include configuration templates and best practices. Document error codes and troubleshooting steps. Create API reference documentation. Include performance considerations and scaling guidance.

# Test Strategy:
Have new users attempt to follow the documentation without assistance. Verify code examples run as expected. Check for completeness of API documentation. Ensure all configuration options are documented.
