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- Introduced ManualResponseDialog component for user-initiated responses when AI analysis is unclear. - Updated DebtTimeline to include AlertTriangle icon for debts requiring manual review. - Enhanced supabase functions to handle new debt status 'requires_manual_review' and message type 'manual_response'. - Implemented email variable processing utilities to support dynamic email content generation. - Created tests for email variable extraction and replacement functions. - Updated database schema to accommodate new statuses and message types, including relevant constraints and indexes. - Adjusted negotiation and email sending logic to ensure proper handling of manual responses and variable replacements.