Integrate Hybrid Reasoning & Adaptive Budgeting

Implement the logic within your Semantic Kernel agent to switch between instant and deep reasoning modes of Gemini 2.5 Pro based on the complexity of the detected anomaly or query. Simultaneously, integrate an adaptive thinking budget mechanism that dynamically adjusts token limits based on the available 'energy' budget (simulated constraint) of the edge device.