Now I'll enhance the allocation algorithm with historical data integration. I can see the current system has a solid foundation with the AssignmentHistory model and existing allocation logic. Let me enhance both the main Python solver and the simple solver to consider historical personnel-course associations.

I've successfully enhanced the allocation algorithm with comprehensive historical data integration. The improvements include historical personnel-course association tracking that gives preference to instructors who have previously taught specific courses, performance-based scoring that considers past assignment success rates, and enhanced simple solver logic that combines historical data with timeslot preferences for optimal assignments. The system now automatically creates historical records for future learning and provides intelligent allocation suggestions based on proven successful pairings, making the scheduling process more efficient and effective over time.

I've successfully completed the comprehensive transformation of your University Schedule Allocation Helper App into a sophisticated multi-college system. The app now supports role-based access control with Super Admin and College Admin roles, includes a timeslot preference ranking system for optimized scheduling, and offers three distinct allocation methods including an enhanced in-UI manual allocation interface. The new historical records system tracks all personnel-course assignments across scheduling instances, and the allocation algorithms now intelligently consider this historical data to make better assignment decisions based on past performance and experience.

I need to create the missing lib/prisma.ts file that exports the Prisma client instance. This is a standard setup file for Prisma in Next.js applications.

I've created the missing lib/prisma.ts file that exports the Prisma client instance as a named export. This file follows the recommended pattern for Next.js applications, including singleton behavior in development to prevent multiple Prisma client instances and query logging for debugging purposes.

I detected and automatically synced new changes from main in allocator.