FHE Document Comparison - Next Steps

Claude, I've placed two important documents in the repository for your review:

1. CLEANUP_INSTRUCTIONS.md

This document contains step-by-step instructions for organizing the repository before implementing the CLI. Key points:

• Preserves all validation tests in an organized structure
• Creates clean directories for the CLI implementation
• Maintains failed tests for reference
• Sets up proper documentation and .gitignore

2. CLI_IMPLEMENTATION.md

This document contains the complete CLI implementation that:

• Fixes the type consistency issues you found
• Implements the exact use case (inventor encrypts, system compares, inventor decrypts)
• Uses validated parameters (dimension=16, scale=1000)
• Provides clear separation between inventor and system operations

Recommended Workflow

1. First: Run the cleanup instructions to organize the repository
2. Then: Implement the CLI in the cleaned structure
3. Finally: Test the complete workflow

The CLI implementation addresses all the issues discovered during validation and provides a simple but complete demonstration of privacy-preserving document comparison using FHE.