---
name: semantic-kernel-orchestrator
description: Integrating AI logic with .NET Semantic Kernel
---
# AI Implementation Rules

- **Kernel Setup:** Use Microsoft Semantic Kernel with .NET 10.
- **Function Calling:** Define C# Plugins for "Graph Update" and "Quiz Generation".
- **Streaming:** Implement `IAsyncEnumerable<string>` for real-time assistant responses in the UI.
- **Context:** Ensure chapter metadata is passed as Semantic Memory.