AI Core Engine

The AI Core Engine is the central intelligence of Protroit OS. It is not just a chatbot interface; it is a system-level process that manages the cognitive load of the operating environment.

Key Responsibilities

• Context Management: Maintaining a real-time vector database of system logs, user preferences, and historical actions.
• Reasoning: Evaluating complex system states to suggest optimal resource allocation or troubleshooting paths.
• Task Orchestration: Breaking down high-level user intents into actionable sub-tasks.
• Agent Coordination: Resolving conflicts when two agents attempt to access the same resource.
• System Decision Assistance: Providing "just-in-time" logic for kernel-level decisions.

Core Components

Component	Function
Semantic Router	Directs queries to the appropriate agent or service based on intent.
Memory Fabric	Stores short-term and long-term contextual data across sessions.
Policy Engine	Ensures AI reasoning adheres to strict safety and privacy constraints.