V2.0.0.5

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docs/Instruction-Wiki.md

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+# Deep Learning Protocol Instruction Wiki
+
+## Architecture Overview
+
+The Deep Learning Protocol is built on a hierarchical, multi-interface architecture consisting of four core components:
+
+### 1. **Abstract Core**
+The foundational base for all protocol operations. Provides core functionality and abstract methods that define the protocol's behavior.
+
+**Key Responsibilities:**
+- Define core protocol operations
+- Establish base functionality
+- Provide abstract methods for child implementations
+- Manage state and configuration
+
+---
+
+### 2. **Aim Interface**
+Defines the purpose and objectives of the protocol. Specifies what goals the system is trying to achieve.
+
+**Key Responsibilities:**
+- Define strategic objectives
+- Set goals and targets
+- Guide decision-making processes
+- Establish success criteria
+
+---
+
+### 3. **Depth Interface**
+Manages the depth and complexity of processing. Controls how deep the analysis or learning goes.
+
+**Key Responsibilities:**
+- Control processing depth
+- Manage complexity levels
+- Handle recursive operations
+- Optimize performance based on depth requirements
+
+---
+
+### 4. **State Interface**
+Tracks and manages the current state of the protocol at any given time.
+
+**Key Responsibilities:**
+- Track system state
+- Manage state transitions
+- Maintain state history (optional)
+- Ensure state consistency
+
+---
+
+## Implementation Requirements
+
+All components must follow these principles:
+
+1. **Hierarchy**: AbstractCore → Interface implementations (AimInterface, DepthInterface, StateInterface)
+2. **Separation of Concerns**: Each interface handles one specific aspect
+3. **Abstraction**: Use abstract classes and interfaces for extensibility
+4. **Cohesion**: Components work together seamlessly
+5. **Flexibility**: Easy to extend and modify
+
+---
+
+## Architecture Diagram
+
+```
+┌─────────────────────────────────────┐
+│      AbstractCore (Base)            │
+│  - Core functionality               │
+│  - Base operations                  │
+└──────────────┬──────────────────────┘
+               │
+       ┌───────┴───────┬───────────┬─────────┐
+       │               │           │         │
+       ▼               ▼           ▼         ▼
+  ┌─────────┐    ┌─────────┐ ┌─────────┐ ┌──────────┐
+  │   Aim   │    │  Depth  │ │  State  │ │ Abstract │
+  │Interface│    │Interface│ │Interface│ │   Core   │
+  └─────────┘    └─────────┘ └─────────┘ └──────────┘
+       │               │           │         │
+       └───────┬───────┴───────┬───┴─────────┘
+               │               │
+         ┌─────▼──────┬────────▼────┐
+         │ Implement  │   Integrate │
+         │ Features   │  with Core  │
+         └────────────┴─────────────┘
+```
+
+---
+
+## Usage in Program.cs
+
+The Program.cs must implement all four components:
+
+```csharp
+// 1. Define AbstractCore base
+abstract class AbstractCore { }
+
+// 2. Define Interfaces
+interface IAimInterface { }
+interface IDepthInterface { }
+interface IStateInterface { }
+
+// 3. Implement concrete classes
+class DeepLearningProtocol : AbstractCore, 
+    IAimInterface, IDepthInterface, IStateInterface { }
+
+// 4. Use in Program.Main()
+DeepLearningProtocol protocol = new();
+```
+
+---
+
+## Integration Points
+
+### With Interactive Menu
+- StateInterface tracks menu state and selections
+- AimInterface defines menu goals (FAQ, settings, etc.)
+- DepthInterface manages menu depth (main menu → submenu → options)
+
+### With DLP (Data Loss Prevention)
+- StateInterface captures DLP state
+- AimInterface prevents data loss objectives
+- DepthInterface controls scan depth
+
+### With FAQ System
+- AimInterface provides FAQ goals
+- StateInterface tracks current FAQ question/answer
+- DepthInterface manages FAQ traversal depth
+
+---
+
+## Version History
+
+- **v2.0.0.3**: Protocol architecture refined
+- **v2.0.0.2**: Multi-interface support added
+- **v2.0.0.1**: Core protocol established
+- **v2.0.0.0**: Initial release
+
+---
+
+## See Also
+
+- [Architecture.md](Architecture.md) - Detailed architecture
+- [Getting-Started.md](Getting-Started.md) - Setup instructions
+- [Program.cs](../DeepLearningProtocol/Program.cs) - Implementation