Documentation:
- MODIFICATIONS_BACKUP_SYSTEM.md: Complete documentation of the new backup system
- Problem analysis (old system truncated to 200 chars)
- New architecture using append_to_conversation
- ChromaDB structure (1 principal + N individual message docs)
- Coverage comparison (1.2% → 100% for long conversations)
- Migration guide and test procedures
Utility Scripts:
- test_backup_python.py: Direct Python test of backup system
- Bypasses Node.js MCP layer
- Tests append_to_conversation with complete messages
- Displays embedding coverage statistics
- fix_stats.mjs: JavaScript patch for getMemoryStats()
- patch_stats.py: Python patch for getMemoryStats() function
Key Documentation Sections:
- Old vs New system comparison table
- ChromaDB document structure explanation
- Step-by-step migration instructions
- Test procedures with expected outputs
- Troubleshooting guide
🤖 Generated with Claude Code
Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
