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PowerShell_AI_Agent/PowerShell_AI_Agent/README.md

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+# PowerShell AI Agent
+
+A comprehensive, modular PowerShell-based AI agent with advanced capabilities including voice interaction, plugin system, and comprehensive logging.
+
+## Features
+
+- **Modular Architecture**: AI Engine, Voice Engine, Logging Engine, and Plugin Manager
+- **Advanced AI Processing**: Intent recognition, system commands, and contextual responses
+- **Voice Integration**: Speech recognition and text-to-speech capabilities
+- **Plugin System**: Extensible architecture with custom plugin support
+- **Comprehensive Logging**: Structured logging with multiple output formats
+- **Memory Persistence**: Intelligent conversation memory with context awareness
+- **System Integration**: Built-in system monitoring and management commands
+- **Interactive CLI**: Rich command-line interface with color-coded output
+
+## Quick Start
+
+1. **Run the agent:**
+   ```powershell
+   .\Start-AIAgent.ps1
+   ```
+
+2. **Available commands:**
+   - `help` - Show available commands
+   - `exit` or `quit` - Exit the agent
+   - `memory` - Show memory statistics
+   - `config` - Show current configuration
+   - `clear` - Clear the screen
+   - `voice` - Toggle voice mode
+   - `logs` - Show recent log entries
+   - `test` - Test system capabilities
+   - `plugins` - Show loaded plugins
+
+## Configuration
+
+The agent uses `config/agent-config.json` for settings:
+
+- **AI**: Model settings (gpt-4, tokens, temperature)
+- **Voice**: Speech recognition and synthesis settings
+- **Memory**: Persistence and storage settings
+- **Autopilot**: Autonomous operation settings
+
+## Project Structure
+
+```
+PowerShell_AI_Agent/
+├── Start-AIAgent.ps1    # Main entry point
+├── config/
+│   └── agent-config.json # Configuration file
+├── data/
+│   └── memory.json      # Conversation memory
+├── logs/                # Log files
+├── modules/             # PowerShell modules
+│   ├── AI-Engine.psm1   # AI processing engine
+│   ├── Voice-Engine.psm1 # Voice recognition/synthesis
+│   └── Logging-Engine.psm1 # Comprehensive logging
+├── plugins/             # Extensions
+│   ├── Plugin-Manager.psm1 # Plugin management system
+│   └── System-Tools.ps1 # Example system tools plugin
+├── scripts/             # Utility scripts
+└── tests/               # Test files
+│   └── Test-AIAgent.ps1 # Comprehensive test suite
+```
+
+## Parameters
+
+- `-Verbose`: Enable verbose error reporting
+- `-NoVoice`: Disable voice features
+- `-Debug`: Enable debug logging
+- `-ConfigPath`: Specify custom config file path
+
+## Example Usage
+
+```powershell
+# Basic run
+.\Start-AIAgent.ps1
+
+# With verbose logging
+.\Start-AIAgent.ps1 -Verbose
+
+# With debug logging
+.\Start-AIAgent.ps1 -Debug
+
+# Disable voice features
+.\Start-AIAgent.ps1 -NoVoice
+
+# Custom config file
+.\Start-AIAgent.ps1 -ConfigPath ".\custom-config.json"
+
+# Run test suite
+.\tests\Test-AIAgent.ps1
+
+# Run tests without voice
+.\tests\Test-AIAgent.ps1 -SkipVoice
+```
+
+## Development
+
+### Creating Plugins
+
+Create new plugins in the `plugins/` directory:
+
+```powershell
+@{
+    Name = "My Plugin"
+    Version = "1.0"
+    Description = "Description of your plugin"
+    Commands = @(
+        @{
+            Name = "MyCommand"
+            Description = "Description of the command"
+            Function = {
+                param([hashtable]$Parameters)
+                # Your command logic here
+                return "Command executed successfully"
+            }
+        }
+    )
+}
+```
+
+### Extending AI Engine
+
+Modify `modules/AI-Engine.psm1` to add new capabilities:
+- Add new intent patterns in `Analyze-UserIntent`
+- Create new system commands in `Execute-SystemCommand`
+- Extend response patterns in `Generate-ContextualResponse`
+
+### Voice Integration
+
+The voice engine supports:
+- Speech synthesis with configurable speed and voice
+- Speech recognition with confidence thresholds
+- Multiple voice selection
+- Voice testing and diagnostics
+
+### Logging
+
+The logging system provides:
+- Structured JSON logging
+- Multiple log levels (Debug, Info, Warning, Error)
+- Log rotation and archiving
+- Export capabilities (CSV, JSON, HTML)
+
+## Requirements
+
+- PowerShell 5.1 or higher
+- Windows 10/11 (for voice features)
+- Internet connection (for AI service integration) 

PowerShell_AI_Agent/PowerShell_AI_Agent/Start-AIAgent.ps1

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+# PowerShell AI Agent - Main Entry Point
+# Version: 2.0 - Enhanced with modules
+
+param(
+    [switch]$Verbose,
+    [switch]$NoVoice,
+    [switch]$Debug,
+    [string]$ConfigPath = ".\config\agent-config.json"
+)
+
+# Import required modules
+$ErrorActionPreference = "Stop"
+
+# Import custom modules
+$modulePath = ".\modules"
+if (Test-Path $modulePath) {
+    Import-Module "$modulePath\AI-Engine.psm1" -Force
+    Import-Module "$modulePath\Voice-Engine.psm1" -Force
+    Import-Module "$modulePath\Logging-Engine.psm1" -Force
+}
+
+# Import plugin manager
+$pluginPath = ".\plugins"
+if (Test-Path $pluginPath) {
+    Import-Module "$pluginPath\Plugin-Manager.psm1" -Force
+}
+
+# Function to load configuration
+function Load-Configuration {
+    param([string]$ConfigPath)
+    
+    try {
+        if (Test-Path $ConfigPath) {
+            $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+            # Convert PSCustomObject to hashtable
+            $configHashtable = @{}
+            $config.PSObject.Properties | ForEach-Object {
+                $configHashtable[$_.Name] = $_.Value
+            }
+            Write-Host "Configuration loaded successfully" -ForegroundColor Green
+            return $configHashtable
+        } else {
+            throw "Configuration file not found: $ConfigPath"
+        }
+    }
+    catch {
+        Write-Error "Failed to load configuration: $_"
+        exit 1
+    }
+}
+
+# Function to initialize memory
+function Initialize-Memory {
+    param($Config)
+    
+    $memoryPath = $Config.Memory.PersistencePath
+    if (Test-Path $memoryPath) {
+        try {
+            $memory = Get-Content $memoryPath -Raw | ConvertFrom-Json
+            Write-Host "Memory loaded from: $memoryPath" -ForegroundColor Green
+            return $memory
+        }
+        catch {
+            Write-Warning "Failed to load memory, creating new memory file"
+        }
+    }
+    
+    # Create new memory structure
+    $memory = @{
+        entries = @()
+        lastUpdated = Get-Date -Format "yyyy-MM-dd HH:mm:ss"
+        version = "1.0"
+    }
+    
+    # Ensure directory exists
+    $memoryDir = Split-Path $memoryPath -Parent
+    if (!(Test-Path $memoryDir)) {
+        New-Item -ItemType Directory -Path $memoryDir -Force | Out-Null
+    }
+    
+    $memory | ConvertTo-Json -Depth 10 | Set-Content $memoryPath
+    Write-Host "New memory file created: $memoryPath" -ForegroundColor Yellow
+    return $memory
+}
+
+# Function to save memory
+function Save-Memory {
+    param($Memory, $Config)
+    
+    $Memory.lastUpdated = Get-Date -Format "yyyy-MM-dd HH:mm:ss"
+    $memoryPath = $Config.Memory.PersistencePath
+    $Memory | ConvertTo-Json -Depth 10 | Set-Content $memoryPath
+}
+
+# Function to add memory entry
+function Add-MemoryEntry {
+    param($Memory, $Input, $Response, $Timestamp = (Get-Date))
+    
+    $entry = @{
+        input = $Input
+        response = $Response
+        timestamp = $Timestamp.ToString("yyyy-MM-dd HH:mm:ss")
+    }
+    
+    $Memory.entries += $entry
+    
+    # Limit memory entries
+    if ($Memory.entries.Count -gt 1000) {
+        $Memory.entries = $Memory.entries | Select-Object -Last 1000
+    }
+}
+
+# Function to simulate AI response (placeholder for actual AI integration)
+function Get-AIResponse {
+    param($Input, $Config, $Memory)
+    
+    # This is a placeholder - in a real implementation, you would integrate with an AI service
+    $responses = @(
+        "I understand you said: '$Input'. How can I help you further?",
+        "That's an interesting point about '$Input'. Let me think about that...",
+        "Based on your input '$Input', I'd recommend considering the following...",
+        "I've processed your request: '$Input'. Here's what I can do for you...",
+        "Thank you for sharing '$Input'. I'm here to assist you with any tasks."
+    )
+    
+    $response = $responses | Get-Random
+    
+    # Add context from memory if available
+    if ($Memory.entries.Count -gt 0) {
+        $recentEntries = $Memory.entries | Select-Object -Last 3
+        $context = "Based on our previous conversation, "
+        $response = $context + $response
+    }
+    
+    return $response
+}
+
+# Function to handle voice input/output (placeholder)
+function Handle-Voice {
+    param($Config, $Enabled = $true)
+    
+    if (-not $Enabled -or -not $Config.Voice.Enabled) {
+        return $false
+    }
+    
+    Write-Host "Voice features are configured but not implemented yet." -ForegroundColor Yellow
+    Write-Host "Voice settings: Language=$($Config.Voice.Language), Speed=$($Config.Voice.ResponseSpeed)" -ForegroundColor Cyan
+    return $false
+}
+
+# Main agent loop
+function Start-AgentLoop {
+    param($Config, $Memory, $AIEngine, $VoiceEngine, $LoggingEngine, $PluginManager)
+    
+    Write-Host "=== PowerShell AI Agent Started ===" -ForegroundColor Green
+    Write-Host "AI Model: $($Config.AI.Model)" -ForegroundColor Cyan
+    Write-Host "Max Tokens: $($Config.AI.MaxTokens)" -ForegroundColor Cyan
+    Write-Host "Temperature: $($Config.AI.Temperature)" -ForegroundColor Cyan
+    Write-Host "Memory Enabled: $($Config.Memory.Enabled)" -ForegroundColor Cyan
+    Write-Host "Autopilot Enabled: $($Config.Autopilot.Enabled)" -ForegroundColor Cyan
+    Write-Host "Voice Enabled: $($VoiceEngine.VoiceEnabled)" -ForegroundColor Cyan
+    Write-Host ""
+    Write-Host "Type 'exit' or 'quit' to stop the agent" -ForegroundColor Yellow
+    Write-Host "Type 'help' for available commands" -ForegroundColor Yellow
+    Write-Host "Type 'voice' to toggle voice mode" -ForegroundColor Yellow
+    Write-Host ""
+    
+    Write-InfoLog -Engine $LoggingEngine -Message "Agent loop started"
+    
+    # Initialize voice if enabled
+    if ($VoiceEngine.VoiceEnabled -and -not $NoVoice) {
+        Test-VoiceSystem -Engine $VoiceEngine
+    }
+    
+    do {
+        try {
+            Write-Host "AI Agent> " -NoNewline -ForegroundColor Green
+            $userInput = Read-Host
+            
+            if ([string]::IsNullOrWhiteSpace($userInput)) {
+                continue
+            }
+            
+            Write-DebugLog -Engine $LoggingEngine -Message "User input received" -Context @{ Input = $userInput }
+            
+            # Handle special commands
+            switch ($userInput.ToLower()) {
+                "exit" { 
+                    Write-InfoLog -Engine $LoggingEngine -Message "User requested exit"
+                    Write-Host "Saving memory and shutting down..." -ForegroundColor Yellow
+                    Save-Memory -Memory $Memory -Config $Config
+                    Write-Host "Goodbye!" -ForegroundColor Green
+                    return 
+                }
+                "quit" { 
+                    Write-InfoLog -Engine $LoggingEngine -Message "User requested quit"
+                    Write-Host "Saving memory and shutting down..." -ForegroundColor Yellow
+                    Save-Memory -Memory $Memory -Config $Config
+                    Write-Host "Goodbye!" -ForegroundColor Green
+                    return 
+                }
+                "help" {
+                    Write-Host "Available commands:" -ForegroundColor Cyan
+                    Write-Host "  help     - Show this help message" -ForegroundColor White
+                    Write-Host "  exit     - Exit the agent" -ForegroundColor White
+                    Write-Host "  quit     - Exit the agent" -ForegroundColor White
+                    Write-Host "  memory   - Show memory statistics" -ForegroundColor White
+                    Write-Host "  config   - Show current configuration" -ForegroundColor White
+                    Write-Host "  clear    - Clear the screen" -ForegroundColor White
+                    Write-Host "  voice    - Toggle voice mode" -ForegroundColor White
+                    Write-Host "  logs     - Show recent log entries" -ForegroundColor White
+                    Write-Host "  test     - Test system capabilities" -ForegroundColor White
+                    Write-Host "  plugins  - Show loaded plugins" -ForegroundColor White
+                    continue
+                }
+                "memory" {
+                    Write-Host "Memory Statistics:" -ForegroundColor Cyan
+                    Write-Host "  Total Entries: $($Memory.entries.Count)" -ForegroundColor White
+                    Write-Host "  Last Updated: $($Memory.lastUpdated)" -ForegroundColor White
+                    Write-Host "  Version: $($Memory.version)" -ForegroundColor White
+                    continue
+                }
+                "config" {
+                    Write-Host "Current Configuration:" -ForegroundColor Cyan
+                    $Config | ConvertTo-Json -Depth 3 | Write-Host -ForegroundColor White
+                    continue
+                }
+                "clear" {
+                    Clear-Host
+                    continue
+                }
+                "voice" {
+                    if ($VoiceEngine.VoiceEnabled) {
+                        if ($VoiceEngine.IsListening) {
+                            Stop-SpeechRecognition -Engine $VoiceEngine
+                        } else {
+                            Start-SpeechRecognition -Engine $VoiceEngine -OnSpeechRecognized {
+                                param($text)
+                                Write-Host "Voice: $text" -ForegroundColor Magenta
+                                # Process voice input
+                                $aiResponse = Get-AIResponse -Engine $AIEngine -Input $text -Memory $Memory
+                                Write-Host "AI: $aiResponse" -ForegroundColor Blue
+                                Speak-Text -Engine $VoiceEngine -Text $aiResponse
+                            }
+                        }
+                    } else {
+                        Write-Host "Voice features are disabled" -ForegroundColor Yellow
+                    }
+                    continue
+                }
+                "logs" {
+                    $recentLogs = Get-LogEntries -Engine $LoggingEngine -Count 10
+                    Write-Host "Recent Log Entries:" -ForegroundColor Cyan
+                    foreach ($log in $recentLogs) {
+                        $color = switch ($log.Level) {
+                            "Debug" { "Gray" }
+                            "Info" { "White" }
+                            "Warning" { "Yellow" }
+                            "Error" { "Red" }
+                            default { "White" }
+                        }
+                        Write-Host "[$($log.Timestamp)] [$($log.Level)] $($log.Message)" -ForegroundColor $color
+                    }
+                    continue
+                }
+                "test" {
+                    Write-Host "Testing system capabilities..." -ForegroundColor Cyan
+                    Test-VoiceSystem -Engine $VoiceEngine
+                    Write-Host "AI Engine: OK" -ForegroundColor Green
+                    Write-Host "Logging Engine: OK" -ForegroundColor Green
+                    continue
+                }
+                "plugins" {
+                    Show-PluginInfo -Manager $PluginManager
+                    continue
+                }
+            }
+            
+            # Process user input with AI
+            $aiResponse = Get-AIResponse -Engine $AIEngine -Input $userInput -Memory $Memory
+            
+            # Display response
+            Write-Host "AI: $aiResponse" -ForegroundColor Blue
+            
+            # Speak response if voice is enabled
+            if ($VoiceEngine.VoiceEnabled -and $VoiceEngine.IsListening) {
+                Speak-Text -Engine $VoiceEngine -Text $aiResponse
+            }
+            
+            # Add to memory
+            if ($Config.Memory.Enabled) {
+                Add-MemoryEntry -Memory $Memory -Input $userInput -Response $aiResponse
+            }
+            
+            # Log the interaction
+            Write-InfoLog -Engine $LoggingEngine -Message "AI response generated" -Context @{
+                Input = $userInput
+                Response = $aiResponse
+                MemoryEntries = $Memory.entries.Count
+            }
+            
+            # Save memory periodically
+            if ($Memory.entries.Count % 10 -eq 0) {
+                Save-Memory -Memory $Memory -Config $Config
+                Write-DebugLog -Engine $LoggingEngine -Message "Memory saved automatically"
+            }
+            
+        }
+        catch {
+            Write-ErrorLog -Engine $LoggingEngine -Message "Error in agent loop: $_" -Context @{ StackTrace = $_.ScriptStackTrace }
+            Write-Error "Error in agent loop: $_"
+            if ($Verbose) {
+                Write-Host "Stack trace: $($_.ScriptStackTrace)" -ForegroundColor Red
+            }
+        }
+    } while ($true)
+}
+
+# Main execution
+try {
+    Write-Host "PowerShell AI Agent Starting..." -ForegroundColor Green
+    
+    # Load configuration
+    $config = Load-Configuration -ConfigPath $ConfigPath
+    
+    # Initialize engines
+    $aiEngine = Initialize-AIEngine -Config $config
+    $voiceEngine = Initialize-VoiceEngine -Config $config
+    $loggingEngine = Initialize-LoggingEngine -Config $config
+    $pluginManager = Initialize-PluginManager -Config $config
+    
+    # Set debug level if requested
+    if ($Debug) {
+        $loggingEngine.LogLevel = "Debug"
+    }
+    
+    Write-InfoLog -Engine $loggingEngine -Message "AI Agent starting with enhanced modules"
+    
+    # Load plugins
+    Load-AllPlugins -Manager $pluginManager
+    Write-InfoLog -Engine $loggingEngine -Message "Plugins loaded: $($pluginManager.LoadedPlugins.Count)"
+    
+    # Initialize memory
+    $memory = Initialize-Memory -Config $config
+    
+    # Start the agent loop
+    Start-AgentLoop -Config $config -Memory $memory -AIEngine $aiEngine -VoiceEngine $voiceEngine -LoggingEngine $loggingEngine -PluginManager $pluginManager
+}
+catch {
+    Write-Error "Failed to start AI Agent: $_"
+    if ($Verbose) {
+        Write-Host "Stack trace: $($_.ScriptStackTrace)" -ForegroundColor Red
+    }
+    exit 1
+} 

PowerShell_AI_Agent/PowerShell_AI_Agent/modules/AI-Engine.psm1

@@ -0,0 +1,243 @@
+# AI Engine Module for PowerShell AI Agent
+# Provides AI response generation and integration capabilities
+
+function Initialize-AIEngine {
+    param(
+        [hashtable]$Config
+    )
+    
+    $engine = @{
+        Config = $Config
+        Context = @()
+        ResponsePatterns = @{
+            Greeting = @("Hello!", "Hi there!", "Greetings!", "Welcome!")
+            Farewell = @("Goodbye!", "See you later!", "Take care!", "Until next time!")
+            Confused = @("I'm not sure I understand.", "Could you clarify that?", "I need more information.")
+            Helpful = @("I'd be happy to help!", "Let me assist you with that.", "I can help you with this.")
+        }
+        Skills = @{}
+    }
+    
+    # Register built-in skills
+    Register-AISkill -Engine $engine -Name "SystemInfo" -Function "Get-SystemInformation"
+    Register-AISkill -Engine $engine -Name "FileOperations" -Function "Handle-FileOperations"
+    Register-AISkill -Engine $engine -Name "ProcessManagement" -Function "Handle-ProcessOperations"
+    
+    return $engine
+}
+
+function Register-AISkill {
+    param(
+        [hashtable]$Engine,
+        [string]$Name,
+        [string]$Function
+    )
+    
+    $Engine.Skills[$Name] = $Function
+    Write-Verbose "Registered AI skill: $Name"
+}
+
+function Get-AIResponse {
+    param(
+        [hashtable]$Engine,
+        [string]$Input,
+        [hashtable]$Memory
+    )
+    
+    # Analyze input for intent
+    $intent = Analyze-UserIntent -Input $Input
+    
+    # Check for system commands
+    if ($intent.Type -eq "SystemCommand") {
+        return Execute-SystemCommand -Intent $intent -Engine $Engine
+    }
+    
+    # Check for skill-based requests
+    if ($intent.Type -eq "SkillRequest") {
+        return Execute-SkillRequest -Intent $intent -Engine $Engine
+    }
+    
+    # Generate contextual response
+    $response = Generate-ContextualResponse -Input $Input -Intent $intent -Memory $Memory -Engine $Engine
+    
+    # Add to context
+    $Engine.Context += @{
+        Input = $Input
+        Response = $response
+        Intent = $intent
+        Timestamp = Get-Date
+    }
+    
+    # Limit context size
+    if ($Engine.Context.Count -gt 10) {
+        $Engine.Context = $Engine.Context | Select-Object -Last 10
+    }
+    
+    return $response
+}
+
+function Analyze-UserIntent {
+    param([string]$Input)
+    
+    $input = $Input.ToLower()
+    
+    # System commands
+    if ($input -match "^(get|show|list|display)\s+(system|computer|info|information)") {
+        return @{ Type = "SystemCommand"; Command = "SystemInfo"; Parameters = @{} }
+    }
+    
+    if ($input -match "^(get|show|list|display)\s+(process|processes)") {
+        return @{ Type = "SystemCommand"; Command = "ProcessList"; Parameters = @{} }
+    }
+    
+    if ($input -match "^(kill|stop|terminate)\s+(process|processes)") {
+        $processName = $input -replace "^(kill|stop|terminate)\s+(process|processes)\s+", ""
+        return @{ Type = "SystemCommand"; Command = "KillProcess"; Parameters = @{ ProcessName = $processName } }
+    }
+    
+    # File operations
+    if ($input -match "^(list|show|dir|directory)\s+(files|files in|contents of)") {
+        $path = $input -replace "^(list|show|dir|directory)\s+(files|files in|contents of)\s+", ""
+        return @{ Type = "SystemCommand"; Command = "ListFiles"; Parameters = @{ Path = $path } }
+    }
+    
+    # Greetings
+    if ($input -match "^(hello|hi|hey|greetings)") {
+        return @{ Type = "Greeting"; Command = "Greet"; Parameters = @{} }
+    }
+    
+    # Farewells
+    if ($input -match "^(goodbye|bye|see you|exit|quit)") {
+        return @{ Type = "Farewell"; Command = "Farewell"; Parameters = @{} }
+    }
+    
+    # Help requests
+    if ($input -match "^(help|what can you do|capabilities)") {
+        return @{ Type = "Help"; Command = "ShowHelp"; Parameters = @{} }
+    }
+    
+    # Default to conversation
+    return @{ Type = "Conversation"; Command = "Chat"; Parameters = @{} }
+}
+
+function Execute-SystemCommand {
+    param(
+        [hashtable]$Intent,
+        [hashtable]$Engine
+    )
+    
+    switch ($Intent.Command) {
+        "SystemInfo" {
+            $info = Get-ComputerInfo | Select-Object WindowsProductName, WindowsVersion, TotalPhysicalMemory, CsProcessors
+            return "Here's your system information:`n$($info | Format-Table | Out-String)"
+        }
+        "ProcessList" {
+            $processes = Get-Process | Select-Object Name, Id, CPU, WorkingSet -First 10
+            return "Top 10 processes by memory usage:`n$($processes | Format-Table | Out-String)"
+        }
+        "KillProcess" {
+            $processName = $Intent.Parameters.ProcessName
+            try {
+                $processes = Get-Process -Name $processName -ErrorAction Stop
+                $processes | Stop-Process -Force
+                return "Successfully terminated $($processes.Count) process(es) named '$processName'"
+            }
+            catch {
+                return "Error: Could not find or terminate process '$processName'"
+            }
+        }
+        "ListFiles" {
+            $path = $Intent.Parameters.Path
+            if ([string]::IsNullOrWhiteSpace($path)) { $path = "." }
+            
+            try {
+                $files = Get-ChildItem -Path $path | Select-Object Name, Length, LastWriteTime
+                return "Files in '$path':`n$($files | Format-Table | Out-String)"
+            }
+            catch {
+                return "Error: Could not list files in '$path'"
+            }
+        }
+        default {
+            return "I'm not sure how to handle that system command."
+        }
+    }
+}
+
+function Execute-SkillRequest {
+    param(
+        [hashtable]$Intent,
+        [hashtable]$Engine
+    )
+    
+    $skillName = $Intent.Command
+    if ($Engine.Skills.ContainsKey($skillName)) {
+        $functionName = $Engine.Skills[$skillName]
+        return & $functionName -Parameters $Intent.Parameters
+    }
+    
+    return "I don't have that skill available yet."
+}
+
+function Generate-ContextualResponse {
+    param(
+        [string]$Input,
+        [hashtable]$Intent,
+        [hashtable]$Memory,
+        [hashtable]$Engine
+    )
+    
+    switch ($Intent.Type) {
+        "Greeting" {
+            $greetings = $Engine.ResponsePatterns.Greeting
+            return $greetings | Get-Random
+        }
+        "Farewell" {
+            $farewells = $Engine.ResponsePatterns.Farewell
+            return $farewells | Get-Random
+        }
+        "Help" {
+            return @"
+I can help you with various tasks:
+
+System Commands:
+- Get system information
+- List processes
+- Kill processes
+- List files in directories
+
+Conversation:
+- Chat and respond to questions
+- Remember our conversation history
+
+Try asking me to:
+- "Show system information"
+- "List processes"
+- "What can you do?"
+"@
+        }
+        "Conversation" {
+            # Generate contextual response based on input and memory
+            $context = ""
+            if ($Memory.entries.Count -gt 0) {
+                $recentEntries = $Memory.entries | Select-Object -Last 3
+                $context = "Based on our conversation, "
+            }
+            
+            $responses = @(
+                "I understand you're asking about '$Input'. Let me help you with that.",
+                "That's an interesting point about '$Input'. I'd be happy to assist.",
+                "Regarding '$Input', I can help you explore this further.",
+                "I've processed your input about '$Input'. How can I best assist you?"
+            )
+            
+            return $context + ($responses | Get-Random)
+        }
+        default {
+            return "I'm processing your request: '$Input'. How can I help you further?"
+        }
+    }
+}
+
+# Export functions
+Export-ModuleMember -Function Initialize-AIEngine, Get-AIResponse, Register-AISkill 

PowerShell_AI_Agent/PowerShell_AI_Agent/modules/Logging-Engine.psm1

@@ -0,0 +1,259 @@
+# Logging Engine Module for PowerShell AI Agent
+# Provides comprehensive logging capabilities
+
+function Initialize-LoggingEngine {
+    param(
+        [hashtable]$Config,
+        [string]$LogPath = ".\logs"
+    )
+    
+    $engine = @{
+        Config = $Config
+        LogPath = $LogPath
+        LogLevel = "Info"  # Debug, Info, Warning, Error
+        MaxLogFiles = 10
+        MaxLogSize = 10MB
+    }
+    
+    # Ensure log directory exists
+    if (!(Test-Path $LogPath)) {
+        New-Item -ItemType Directory -Path $LogPath -Force | Out-Null
+    }
+    
+    # Create log file name with timestamp
+    $timestamp = Get-Date -Format "yyyy-MM-dd"
+    $engine.LogFile = Join-Path $LogPath "ai-agent-$timestamp.log"
+    
+    Write-Verbose "Logging engine initialized. Log file: $($engine.LogFile)"
+    return $engine
+}
+
+function Write-Log {
+    param(
+        [hashtable]$Engine,
+        [string]$Message,
+        [string]$Level = "Info",
+        [hashtable]$Context = @{}
+    )
+    
+    $timestamp = Get-Date -Format "yyyy-MM-dd HH:mm:ss"
+    $logEntry = @{
+        Timestamp = $timestamp
+        Level = $Level
+        Message = $Message
+        Context = $Context
+    }
+    
+    # Convert to JSON for structured logging
+    $logLine = $logEntry | ConvertTo-Json -Compress
+    
+    try {
+        Add-Content -Path $Engine.LogFile -Value $logLine -ErrorAction Stop
+        
+        # Also write to console with color coding
+        $color = switch ($Level) {
+            "Debug" { "Gray" }
+            "Info" { "White" }
+            "Warning" { "Yellow" }
+            "Error" { "Red" }
+            default { "White" }
+        }
+        
+        Write-Host "[$timestamp] [$Level] $Message" -ForegroundColor $color
+    }
+    catch {
+        Write-Warning "Failed to write to log file: $_"
+    }
+}
+
+function Write-DebugLog {
+    param(
+        [hashtable]$Engine,
+        [string]$Message,
+        [hashtable]$Context = @{}
+    )
+    
+    if ($Engine.LogLevel -eq "Debug") {
+        Write-Log -Engine $Engine -Message $Message -Level "Debug" -Context $Context
+    }
+}
+
+function Write-InfoLog {
+    param(
+        [hashtable]$Engine,
+        [string]$Message,
+        [hashtable]$Context = @{}
+    )
+    
+    Write-Log -Engine $Engine -Message $Message -Level "Info" -Context $Context
+}
+
+function Write-WarningLog {
+    param(
+        [hashtable]$Engine,
+        [string]$Message,
+        [hashtable]$Context = @{}
+    )
+    
+    Write-Log -Engine $Engine -Message $Message -Level "Warning" -Context $Context
+}
+
+function Write-ErrorLog {
+    param(
+        [hashtable]$Engine,
+        [string]$Message,
+        [hashtable]$Context = @{}
+    )
+    
+    Write-Log -Engine $Engine -Message $Message -Level "Error" -Context $Context
+}
+
+function Get-LogEntries {
+    param(
+        [hashtable]$Engine,
+        [int]$Count = 50,
+        [string]$Level = $null,
+        [string]$SearchTerm = $null
+    )
+    
+    if (!(Test-Path $Engine.LogFile)) {
+        return @()
+    }
+    
+    try {
+        $entries = Get-Content $Engine.LogFile | ForEach-Object {
+            try {
+                $entry = $_ | ConvertFrom-Json
+                return $entry
+            }
+            catch {
+                # Skip invalid JSON entries
+                return $null
+            }
+        } | Where-Object { $null -ne $_ }
+        
+        # Filter by level if specified
+        if ($Level) {
+            $entries = $entries | Where-Object { $_.Level -eq $Level }
+        }
+        
+        # Filter by search term if specified
+        if ($SearchTerm) {
+            $entries = $entries | Where-Object { $_.Message -match $SearchTerm }
+        }
+        
+        # Return the most recent entries
+        return $entries | Select-Object -Last $Count
+    }
+    catch {
+        Write-Warning "Failed to read log entries: $_"
+        return @()
+    }
+}
+
+function Clear-LogFiles {
+    param([hashtable]$Engine)
+    
+    try {
+        # Get all log files
+        $logFiles = Get-ChildItem -Path $Engine.LogPath -Filter "*.log" | Sort-Object LastWriteTime -Descending
+        
+        # Keep only the most recent files
+        if ($logFiles.Count -gt $Engine.MaxLogFiles) {
+            $filesToDelete = $logFiles | Select-Object -Skip $Engine.MaxLogFiles
+            $filesToDelete | Remove-Item -Force
+            
+            Write-InfoLog -Engine $Engine -Message "Cleaned up $($filesToDelete.Count) old log files"
+        }
+        
+        # Check log file size
+        $currentLog = Get-Item $Engine.LogFile -ErrorAction SilentlyContinue
+        if ($currentLog -and $currentLog.Length -gt $Engine.MaxLogSize) {
+            # Archive current log and start new one
+            $archiveName = $Engine.LogFile -replace "\.log$", "-$(Get-Date -Format 'HHmmss').log"
+            Move-Item $Engine.LogFile $archiveName
+            
+            Write-InfoLog -Engine $Engine -Message "Log file archived: $archiveName"
+        }
+    }
+    catch {
+        Write-Warning "Failed to clean up log files: $_"
+    }
+}
+
+function Export-LogReport {
+    param(
+        [hashtable]$Engine,
+        [string]$OutputPath,
+        [string]$Format = "CSV"
+    )
+    
+    try {
+        $entries = Get-LogEntries -Engine $Engine -Count 1000
+        
+        switch ($Format.ToLower()) {
+            "CSV" {
+                $entries | Export-Csv -Path $OutputPath -NoTypeInformation
+            }
+            "JSON" {
+                $entries | ConvertTo-Json -Depth 3 | Set-Content $OutputPath
+            }
+            "HTML" {
+                $html = @"
+<!DOCTYPE html>
+<html>
+<head>
+    <title>AI Agent Log Report</title>
+    <style>
+        body { font-family: Arial, sans-serif; margin: 20px; }
+        table { border-collapse: collapse; width: 100%; }
+        th, td { border: 1px solid #ddd; padding: 8px; text-align: left; }
+        th { background-color: #f2f2f2; }
+        .debug { background-color: #f9f9f9; }
+        .info { background-color: #e7f3ff; }
+        .warning { background-color: #fff3cd; }
+        .error { background-color: #f8d7da; }
+    </style>
+</head>
+<body>
+    <h1>AI Agent Log Report</h1>
+    <table>
+        <tr>
+            <th>Timestamp</th>
+            <th>Level</th>
+            <th>Message</th>
+        </tr>
+"@
+                
+                foreach ($entry in $entries) {
+                    $class = $entry.Level.ToLower()
+                    $html += @"
+        <tr class="$class">
+            <td>$($entry.Timestamp)</td>
+            <td>$($entry.Level)</td>
+            <td>$($entry.Message)</td>
+        </tr>
+"@
+                }
+                
+                $html += @"
+    </table>
+</body>
+</html>
+"@
+                
+                $html | Set-Content $OutputPath
+            }
+        }
+        
+        Write-InfoLog -Engine $Engine -Message "Log report exported to: $OutputPath"
+        return $true
+    }
+    catch {
+        Write-ErrorLog -Engine $Engine -Message "Failed to export log report: $_"
+        return $false
+    }
+}
+
+# Export functions
+Export-ModuleMember -Function Initialize-LoggingEngine, Write-Log, Write-DebugLog, Write-InfoLog, Write-WarningLog, Write-ErrorLog, Get-LogEntries, Clear-LogFiles, Export-LogReport 

PowerShell_AI_Agent/PowerShell_AI_Agent/modules/Voice-Engine.psm1

@@ -0,0 +1,216 @@
+# Voice Engine Module for PowerShell AI Agent
+# Provides speech recognition and text-to-speech capabilities
+
+function Initialize-VoiceEngine {
+    param(
+        [hashtable]$Config
+    )
+    
+    $engine = @{
+        Config = $Config
+        SpeechSynthesizer = $null
+        SpeechRecognizer = $null
+        IsListening = $false
+        VoiceEnabled = $Config.Voice.Enabled
+        Language = $Config.Voice.Language
+        ResponseSpeed = $Config.Voice.ResponseSpeed
+        RecognitionSensitivity = $Config.Voice.RecognitionSensitivity
+    }
+    
+    # Initialize speech synthesizer
+    try {
+        Add-Type -AssemblyName System.Speech
+        $engine.SpeechSynthesizer = New-Object System.Speech.Synthesis.SpeechSynthesizer
+        
+        # Configure speech synthesizer
+        $engine.SpeechSynthesizer.Rate = Get-SpeechRate -Speed $Config.Voice.ResponseSpeed
+        $engine.SpeechSynthesizer.Volume = 100
+        
+        Write-Verbose "Speech synthesizer initialized successfully"
+    }
+    catch {
+        Write-Warning "Failed to initialize speech synthesizer: $_"
+        $engine.VoiceEnabled = $false
+    }
+    
+    return $engine
+}
+
+function Get-SpeechRate {
+    param([string]$Speed)
+    
+    switch ($Speed.ToLower()) {
+        "slow" { return -2 }
+        "normal" { return 0 }
+        "fast" { return 2 }
+        "veryfast" { return 4 }
+        default { return 0 }
+    }
+}
+
+function Speak-Text {
+    param(
+        [hashtable]$Engine,
+        [string]$Text
+    )
+    
+    if (-not $Engine.VoiceEnabled -or $null -eq $Engine.SpeechSynthesizer) {
+        return $false
+    }
+    
+    try {
+        $Engine.SpeechSynthesizer.SpeakAsync($Text)
+        return $true
+    }
+    catch {
+        Write-Warning "Failed to speak text: $_"
+        return $false
+    }
+}
+
+function Start-SpeechRecognition {
+    param(
+        [hashtable]$Engine,
+        [scriptblock]$OnSpeechRecognized
+    )
+    
+    if (-not $Engine.VoiceEnabled) {
+        return $false
+    }
+    
+    try {
+        # Create speech recognition engine
+        $grammar = New-Object System.Speech.Recognition.DictationGrammar
+        $Engine.SpeechRecognizer = New-Object System.Speech.Recognition.SpeechRecognitionEngine
+        $Engine.SpeechRecognizer.LoadGrammar($grammar)
+        
+        # Set recognition sensitivity
+        $Engine.SpeechRecognizer.SpeechRecognized += {
+            param($sender, $e)
+            if ($e.Result.Confidence -ge $Engine.RecognitionSensitivity) {
+                $OnSpeechRecognized.Invoke($e.Result.Text)
+            }
+        }
+        
+        $Engine.SpeechRecognizer.SetInputToDefaultAudioDevice()
+        $Engine.SpeechRecognizer.RecognizeAsync()
+        $Engine.IsListening = $true
+        
+        Write-Host "Voice recognition started. Speak now..." -ForegroundColor Green
+        return $true
+    }
+    catch {
+        Write-Warning "Failed to start speech recognition: $_"
+        return $false
+    }
+}
+
+function Stop-SpeechRecognition {
+    param([hashtable]$Engine)
+    
+    if ($Engine.IsListening -and $null -ne $Engine.SpeechRecognizer) {
+        try {
+            $Engine.SpeechRecognizer.RecognizeAsyncStop()
+            $Engine.SpeechRecognizer.Dispose()
+            $Engine.SpeechRecognizer = $null
+            $Engine.IsListening = $false
+            
+            Write-Host "Voice recognition stopped." -ForegroundColor Yellow
+            return $true
+        }
+        catch {
+            Write-Warning "Failed to stop speech recognition: $_"
+            return $false
+        }
+    }
+    
+    return $false
+}
+
+function Get-AvailableVoices {
+    param([hashtable]$Engine)
+    
+    if ($null -eq $Engine.SpeechSynthesizer) {
+        return @()
+    }
+    
+    try {
+        return $Engine.SpeechSynthesizer.GetInstalledVoices() | ForEach-Object {
+            @{
+                Name = $_.VoiceInfo.Name
+                Culture = $_.VoiceInfo.Culture
+                Gender = $_.VoiceInfo.Gender
+                Age = $_.VoiceInfo.Age
+            }
+        }
+    }
+    catch {
+        Write-Warning "Failed to get available voices: $_"
+        return @()
+    }
+}
+
+function Set-Voice {
+    param(
+        [hashtable]$Engine,
+        [string]$VoiceName
+    )
+    
+    if ($null -eq $Engine.SpeechSynthesizer) {
+        return $false
+    }
+    
+    try {
+        $voices = Get-AvailableVoices -Engine $Engine
+        $selectedVoice = $voices | Where-Object { $_.Name -eq $VoiceName }
+        
+        if ($selectedVoice) {
+            $Engine.SpeechSynthesizer.SelectVoice($VoiceName)
+            Write-Host "Voice changed to: $VoiceName" -ForegroundColor Green
+            return $true
+        }
+        else {
+            Write-Warning "Voice '$VoiceName' not found"
+            return $false
+        }
+    }
+    catch {
+        Write-Warning "Failed to set voice: $_"
+        return $false
+    }
+}
+
+function Test-VoiceSystem {
+    param([hashtable]$Engine)
+    
+    Write-Host "Testing voice system..." -ForegroundColor Cyan
+    
+    # Test speech synthesis
+    if ($null -ne $Engine.SpeechSynthesizer) {
+        Write-Host "Speech synthesizer: OK" -ForegroundColor Green
+        Speak-Text -Engine $Engine -Text "Voice system is working correctly."
+    }
+    else {
+        Write-Host "Speech synthesizer: FAILED" -ForegroundColor Red
+    }
+    
+    # Test speech recognition
+    if ($Engine.VoiceEnabled) {
+        Write-Host "Speech recognition: Available" -ForegroundColor Green
+    }
+    else {
+        Write-Host "Speech recognition: Disabled" -ForegroundColor Yellow
+    }
+    
+    # Show available voices
+    $voices = Get-AvailableVoices -Engine $Engine
+    if ($voices.Count -gt 0) {
+        Write-Host "Available voices:" -ForegroundColor Cyan
+        $voices | ForEach-Object {
+            Write-Host "  - $($_.Name) ($($_.Culture))" -ForegroundColor White
+        }
+    }
+}
+
+# Export functions
+Export-ModuleMember -Function Initialize-VoiceEngine, Speak-Text, Start-SpeechRecognition, Stop-SpeechRecognition, Get-AvailableVoices, Set-Voice, Test-VoiceSystem 

PowerShell_AI_Agent/PowerShell_AI_Agent/plugins/Plugin-Manager.psm1

@@ -0,0 +1,153 @@
+# Plugin Manager Module for PowerShell AI Agent
+# Provides plugin loading and management capabilities
+
+function Initialize-PluginManager {
+    param(
+        [hashtable]$Config,
+        [string]$PluginPath = ".\plugins"
+    )
+    
+    $manager = @{
+        Config = $Config
+        PluginPath = $PluginPath
+        Plugins = @{}
+        LoadedPlugins = @()
+    }
+    
+    # Ensure plugin directory exists
+    if (!(Test-Path $PluginPath)) {
+        New-Item -ItemType Directory -Path $PluginPath -Force | Out-Null
+    }
+    
+    Write-Verbose "Plugin manager initialized. Plugin path: $PluginPath"
+    return $manager
+}
+
+function Load-Plugin {
+    param(
+        [hashtable]$Manager,
+        [string]$PluginName
+    )
+    
+    $pluginFile = Join-Path $Manager.PluginPath "$PluginName.ps1"
+    
+    if (!(Test-Path $pluginFile)) {
+        Write-Warning "Plugin file not found: $pluginFile"
+        return $false
+    }
+    
+    try {
+        # Load plugin script
+        $pluginScript = Get-Content $pluginFile -Raw
+        $plugin = Invoke-Expression $pluginScript
+        
+        # Validate plugin structure
+        if (-not $plugin.Name -or -not $plugin.Version -or -not $plugin.Commands) {
+            Write-Warning "Invalid plugin structure: $PluginName"
+            return $false
+        }
+        
+        # Register plugin
+        $Manager.Plugins[$PluginName] = $plugin
+        $Manager.LoadedPlugins += $PluginName
+        
+        Write-Host "Plugin loaded: $($plugin.Name) v$($plugin.Version)" -ForegroundColor Green
+        return $true
+    }
+    catch {
+        Write-Warning "Failed to load plugin $PluginName : $_"
+        return $false
+    }
+}
+
+function Load-AllPlugins {
+    param([hashtable]$Manager)
+    
+    $pluginFiles = Get-ChildItem -Path $Manager.PluginPath -Filter "*.ps1" -Exclude "Plugin-Manager.psm1"
+    
+    foreach ($pluginFile in $pluginFiles) {
+        $pluginName = $pluginFile.BaseName
+        Load-Plugin -Manager $Manager -PluginName $pluginName
+    }
+    
+    Write-Host "Loaded $($Manager.LoadedPlugins.Count) plugins" -ForegroundColor Green
+}
+
+function Get-PluginCommands {
+    param([hashtable]$Manager)
+    
+    $commands = @()
+    
+    foreach ($plugin in $Manager.Plugins.Values) {
+        foreach ($command in $plugin.Commands) {
+            $commands += @{
+                Name = $command.Name
+                Description = $command.Description
+                Plugin = $plugin.Name
+                Function = $command.Function
+            }
+        }
+    }
+    
+    return $commands
+}
+
+function Execute-PluginCommand {
+    param(
+        [hashtable]$Manager,
+        [string]$CommandName,
+        [hashtable]$Parameters = @{}
+    )
+    
+    $commands = Get-PluginCommands -Manager $Manager
+    $command = $commands | Where-Object { $_.Name -eq $CommandName }
+    
+    if ($command) {
+        try {
+            $result = & $command.Function -Parameters $Parameters
+            return @{
+                Success = $true
+                Result = $result
+                Plugin = $command.Plugin
+            }
+        }
+        catch {
+            return @{
+                Success = $false
+                Error = $_.Exception.Message
+                Plugin = $command.Plugin
+            }
+        }
+    }
+    
+    return @{
+        Success = $false
+        Error = "Command '$CommandName' not found"
+    }
+}
+
+function Show-PluginInfo {
+    param([hashtable]$Manager)
+    
+    Write-Host "Loaded Plugins:" -ForegroundColor Cyan
+    
+    if ($Manager.LoadedPlugins.Count -eq 0) {
+        Write-Host "  No plugins loaded" -ForegroundColor Yellow
+        return
+    }
+    
+    foreach ($pluginName in $Manager.LoadedPlugins) {
+        $plugin = $Manager.Plugins[$pluginName]
+        Write-Host "  $($plugin.Name) v$($plugin.Version)" -ForegroundColor White
+        Write-Host "    Description: $($plugin.Description)" -ForegroundColor Gray
+        Write-Host "    Commands: $($plugin.Commands.Count)" -ForegroundColor Gray
+        
+        foreach ($command in $plugin.Commands) {
+            Write-Host "      - $($command.Name): $($command.Description)" -ForegroundColor Gray
+        }
+        Write-Host ""
+    }
+}
+
+# Export functions
+Export-ModuleMember -Function Initialize-PluginManager, Load-Plugin, Load-AllPlugins, Get-PluginCommands, Execute-PluginCommand, Show-PluginInfo 

PowerShell_AI_Agent/PowerShell_AI_Agent/plugins/System-Tools.ps1

@@ -0,0 +1,125 @@
+@{
+    Name = "System Tools"
+    Version = "1.0"
+    Description = "Provides system utility commands for the AI agent"
+    Author = "AI Agent Team"
+    Commands = @(
+        @{
+            Name = "Get-SystemStatus"
+            Description = "Get comprehensive system status information"
+            Function = {
+                param([hashtable]$Parameters)
+                
+                $status = @{
+                    ComputerName = $env:COMPUTERNAME
+                    OS = (Get-ComputerInfo).WindowsProductName
+                    Version = (Get-ComputerInfo).WindowsVersion
+                    Uptime = (Get-Date) - (Get-CimInstance Win32_OperatingSystem).LastBootUpTime
+                    CPU = (Get-CimInstance Win32_Processor).Name
+                    Memory = [math]::Round((Get-CimInstance Win32_ComputerSystem).TotalPhysicalMemory / 1GB, 2)
+                    DiskSpace = Get-WmiObject Win32_LogicalDisk | ForEach-Object {
+                        [math]::Round($_.Size / 1GB, 2)
+                    }
+                    FreeSpace = Get-WmiObject Win32_LogicalDisk | ForEach-Object {
+                        [math]::Round($_.FreeSpace / 1GB, 2)
+                    }
+                }
+                
+                return "System Status:`n" +
+                       "Computer: $($status.ComputerName)`n" +
+                       "OS: $($status.OS) $($status.Version)`n" +
+                       "Uptime: $($status.Uptime.Days) days, $($status.Uptime.Hours) hours`n" +
+                       "CPU: $($status.CPU)`n" +
+                       "Memory: $($status.Memory) GB`n" +
+                       "Disk Space: $($status.DiskSpace) GB`n" +
+                       "Free Space: $($status.FreeSpace) GB"
+            }
+        },
+        @{
+            Name = "Get-NetworkInfo"
+            Description = "Get network configuration and status"
+            Function = {
+                param([hashtable]$Parameters)
+                
+                $network = Get-NetAdapter | Where-Object { $_.Status -eq "Up" }
+                $ipConfig = Get-NetIPAddress | Where-Object { $_.AddressFamily -eq "IPv4" }
+                
+                $result = "Network Information:`n"
+                foreach ($adapter in $network) {
+                    $ip = $ipConfig | Where-Object { $_.InterfaceIndex -eq $adapter.InterfaceIndex }
+                    $result += "Adapter: $($adapter.Name)`n"
+                    $result += "Status: $($adapter.Status)`n"
+                    $result += "IP: $($ip.IPAddress)`n"
+                    $result += "Speed: $($adapter.LinkSpeed)`n`n"
+                }
+                
+                return $result
+            }
+        },
+        @{
+            Name = "Get-ServiceStatus"
+            Description = "Get status of important Windows services"
+            Function = {
+                param([hashtable]$Parameters)
+                
+                $services = @("spooler", "themes", "wsearch", "wuauserv", "bits")
+                $result = "Service Status:`n"
+                
+                foreach ($service in $services) {
+                    try {
+                        $svc = Get-Service -Name $service -ErrorAction Stop
+                        $status = $svc.Status
+                        $color = if ($status -eq "Running") { "Green" } else { "Red" }
+                        $result += "$service`: $status`n"
+                    }
+                    catch {
+                        $result += "$service`: Not Found`n"
+                    }
+                }
+                
+                return $result
+            }
+        },
+        @{
+            Name = "Get-ProcessInfo"
+            Description = "Get detailed information about running processes"
+            Function = {
+                param([hashtable]$Parameters)
+                
+                $processes = Get-Process | Sort-Object CPU -Descending | Select-Object -First 10
+                $result = "Top 10 Processes by CPU:`n"
+                
+                foreach ($process in $processes) {
+                    $cpu = [math]::Round($process.CPU, 2)
+                    $memory = [math]::Round($process.WorkingSet / 1MB, 2)
+                    $result += "$($process.Name): CPU=$cpu, Memory=${memory}MB`n"
+                }
+                
+                return $result
+            }
+        },
+        @{
+            Name = "Test-Connectivity"
+            Description = "Test network connectivity to common services"
+            Function = {
+                param([hashtable]$Parameters)
+                
+                $hosts = @("8.8.8.8", "1.1.1.1", "google.com", "microsoft.com")
+                $result = "Connectivity Test:`n"
+                
+                foreach ($host in $hosts) {
+                    try {
+                        $ping = Test-Connection -ComputerName $host -Count 1 -Quiet
+                        $status = if ($ping) { "OK" } else { "FAILED" }
+                        $result += "$host`: $status`n"
+                    }
+                    catch {
+                        $result += "$host`: ERROR`n"
+                    }
+                }
+                
+                return $result
+            }
+        }
+    )
+} 

PowerShell_AI_Agent/PowerShell_AI_Agent/tests/Test-AIAgent.ps1

@@ -0,0 +1,313 @@
+# Test Script for PowerShell AI Agent
+# Comprehensive testing of all components
+
+param(
+    [switch]$Verbose,
+    [switch]$SkipVoice,
+    [string]$ConfigPath = ".\config\agent-config.json"
+)
+
+# Import modules
+$modulePath = ".\modules"
+if (Test-Path $modulePath) {
+    Import-Module "$modulePath\AI-Engine.psm1" -Force
+    Import-Module "$modulePath\Voice-Engine.psm1" -Force
+    Import-Module "$modulePath\Logging-Engine.psm1" -Force
+}
+
+# Import plugin manager
+$pluginPath = ".\plugins"
+if (Test-Path $pluginPath) {
+    Import-Module "$pluginPath\Plugin-Manager.psm1" -Force
+}
+
+function Test-Configuration {
+    Write-Host "Testing Configuration..." -ForegroundColor Cyan
+    
+    try {
+        $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+        Write-Host "✓ Configuration loaded successfully" -ForegroundColor Green
+        
+        # Test required sections
+        $requiredSections = @("AI", "Voice", "Memory", "Autopilot")
+        foreach ($section in $requiredSections) {
+            if ($config.$section) {
+                Write-Host "✓ $section section present" -ForegroundColor Green
+            } else {
+                Write-Host "✗ $section section missing" -ForegroundColor Red
+                return $false
+            }
+        }
+        
+        return $true
+    }
+    catch {
+        Write-Host "✗ Configuration test failed: $_" -ForegroundColor Red
+        return $false
+    }
+}
+
+function Test-AIEngine {
+    Write-Host "Testing AI Engine..." -ForegroundColor Cyan
+    
+    try {
+        $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+        $aiEngine = Initialize-AIEngine -Config $config
+        Write-Host "✓ AI Engine initialized" -ForegroundColor Green
+        
+        # Test response generation
+        $response = Get-AIResponse -Engine $aiEngine -Input "Hello" -Memory @{ entries = @() }
+        if ($response) {
+            Write-Host "✓ AI response generation working" -ForegroundColor Green
+        } else {
+            Write-Host "✗ AI response generation failed" -ForegroundColor Red
+            return $false
+        }
+        
+        # Test system commands
+        $systemResponse = Get-AIResponse -Engine $aiEngine -Input "Show system information" -Memory @{ entries = @() }
+        if ($systemResponse -and $systemResponse.Contains("system information")) {
+            Write-Host "✓ System command processing working" -ForegroundColor Green
+        } else {
+            Write-Host "✗ System command processing failed" -ForegroundColor Red
+            return $false
+        }
+        
+        return $true
+    }
+    catch {
+        Write-Host "✗ AI Engine test failed: $_" -ForegroundColor Red
+        return $false
+    }
+}
+
+function Test-VoiceEngine {
+    if ($SkipVoice) {
+        Write-Host "Skipping Voice Engine test..." -ForegroundColor Yellow
+        return $true
+    }
+    
+    Write-Host "Testing Voice Engine..." -ForegroundColor Cyan
+    
+    try {
+        $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+        $voiceEngine = Initialize-VoiceEngine -Config $config
+        
+        if ($voiceEngine.VoiceEnabled) {
+            Write-Host "✓ Voice Engine initialized" -ForegroundColor Green
+            
+            # Test speech synthesis
+            $speakResult = Speak-Text -Engine $voiceEngine -Text "Voice test successful"
+            if ($speakResult) {
+                Write-Host "✓ Speech synthesis working" -ForegroundColor Green
+            } else {
+                Write-Host "⚠ Speech synthesis not available" -ForegroundColor Yellow
+            }
+            
+            # Test voice availability
+            $voices = Get-AvailableVoices -Engine $voiceEngine
+            if ($voices.Count -gt 0) {
+                Write-Host "✓ $($voices.Count) voices available" -ForegroundColor Green
+            } else {
+                Write-Host "⚠ No voices available" -ForegroundColor Yellow
+            }
+        } else {
+            Write-Host "⚠ Voice Engine disabled in configuration" -ForegroundColor Yellow
+        }
+        
+        return $true
+    }
+    catch {
+        Write-Host "✗ Voice Engine test failed: $_" -ForegroundColor Red
+        return $false
+    }
+}
+
+function Test-LoggingEngine {
+    Write-Host "Testing Logging Engine..." -ForegroundColor Cyan
+    
+    try {
+        $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+        $loggingEngine = Initialize-LoggingEngine -Config $config
+        Write-Host "✓ Logging Engine initialized" -ForegroundColor Green
+        
+        # Test log writing
+        Write-InfoLog -Engine $loggingEngine -Message "Test log entry"
+        Write-WarningLog -Engine $loggingEngine -Message "Test warning"
+        Write-ErrorLog -Engine $loggingEngine -Message "Test error"
+        
+        # Test log reading
+        $entries = Get-LogEntries -Engine $loggingEngine -Count 5
+        if ($entries.Count -gt 0) {
+            Write-Host "✓ Log writing and reading working" -ForegroundColor Green
+        } else {
+            Write-Host "✗ Log reading failed" -ForegroundColor Red
+            return $false
+        }
+        
+        return $true
+    }
+    catch {
+        Write-Host "✗ Logging Engine test failed: $_" -ForegroundColor Red
+        return $false
+    }
+}
+
+function Test-PluginManager {
+    Write-Host "Testing Plugin Manager..." -ForegroundColor Cyan
+    
+    try {
+        $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+        $pluginManager = Initialize-PluginManager -Config $config
+        Write-Host "✓ Plugin Manager initialized" -ForegroundColor Green
+        
+        # Load plugins
+        Load-AllPlugins -Manager $pluginManager
+        
+        if ($pluginManager.LoadedPlugins.Count -gt 0) {
+            Write-Host "✓ $($pluginManager.LoadedPlugins.Count) plugins loaded" -ForegroundColor Green
+            
+            # Test plugin commands
+            $commands = Get-PluginCommands -Manager $pluginManager
+            if ($commands.Count -gt 0) {
+                Write-Host "✓ $($commands.Count) plugin commands available" -ForegroundColor Green
+                
+                # Test a plugin command
+                $testCommand = $commands[0]
+                $result = Execute-PluginCommand -Manager $pluginManager -CommandName $testCommand.Name
+                if ($result.Success) {
+                    Write-Host "✓ Plugin command execution working" -ForegroundColor Green
+                } else {
+                    Write-Host "⚠ Plugin command execution failed: $($result.Error)" -ForegroundColor Yellow
+                }
+            } else {
+                Write-Host "⚠ No plugin commands available" -ForegroundColor Yellow
+            }
+        } else {
+            Write-Host "⚠ No plugins loaded" -ForegroundColor Yellow
+        }
+        
+        return $true
+    }
+    catch {
+        Write-Host "✗ Plugin Manager test failed: $_" -ForegroundColor Red
+        return $false
+    }
+}
+
+function Test-MemorySystem {
+    Write-Host "Testing Memory System..." -ForegroundColor Cyan
+    
+    try {
+        $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+        
+        # Test memory initialization
+        $memory = @{
+            entries = @()
+            lastUpdated = Get-Date -Format "yyyy-MM-dd HH:mm:ss"
+            version = "1.0"
+        }
+        
+        # Test memory operations
+        $memory.entries += @{
+            input = "Test input"
+            response = "Test response"
+            timestamp = Get-Date -Format "yyyy-MM-dd HH:mm:ss"
+        }
+        
+        if ($memory.entries.Count -eq 1) {
+            Write-Host "✓ Memory operations working" -ForegroundColor Green
+        } else {
+            Write-Host "✗ Memory operations failed" -ForegroundColor Red
+            return $false
+        }
+        
+        return $true
+    }
+    catch {
+        Write-Host "✗ Memory System test failed: $_" -ForegroundColor Red
+        return $false
+    }
+}
+
+function Test-Integration {
+    Write-Host "Testing Integration..." -ForegroundColor Cyan
+    
+    try {
+        $config = Get-Content $ConfigPath -Raw | ConvertFrom-Json
+        
+        # Initialize all engines
+        $aiEngine = Initialize-AIEngine -Config $config
+        $voiceEngine = Initialize-VoiceEngine -Config $config
+        $loggingEngine = Initialize-LoggingEngine -Config $config
+        $pluginManager = Initialize-PluginManager -Config $config
+        
+        # Test integrated workflow
+        Write-InfoLog -Engine $loggingEngine -Message "Integration test started"
+        
+        $memory = @{ entries = @() }
+        $response = Get-AIResponse -Engine $aiEngine -Input "Integration test" -Memory $memory
+        
+        Write-InfoLog -Engine $loggingEngine -Message "Integration test completed"
+        
+        if ($response) {
+            Write-Host "✓ Integration test passed" -ForegroundColor Green
+            return $true
+        } else {
+            Write-Host "✗ Integration test failed" -ForegroundColor Red
+            return $false
+        }
+    }
+    catch {
+        Write-Host "✗ Integration test failed: $_" -ForegroundColor Red
+        return $false
+    }
+}
+
+# Main test execution
+function Start-TestSuite {
+    Write-Host "=== PowerShell AI Agent Test Suite ===" -ForegroundColor Green
+    Write-Host ""
+    
+    $tests = @(
+        @{ Name = "Configuration"; Function = "Test-Configuration" },
+        @{ Name = "AI Engine"; Function = "Test-AIEngine" },
+        @{ Name = "Voice Engine"; Function = "Test-VoiceEngine" },
+        @{ Name = "Logging Engine"; Function = "Test-LoggingEngine" },
+        @{ Name = "Plugin Manager"; Function = "Test-PluginManager" },
+        @{ Name = "Memory System"; Function = "Test-MemorySystem" },
+        @{ Name = "Integration"; Function = "Test-Integration" }
+    )
+    
+    $passed = 0
+    $total = $tests.Count
+    
+    foreach ($test in $tests) {
+        Write-Host "Running $($test.Name) test..." -ForegroundColor White
+        $result = & $test.Function
+        
+        if ($result) {
+            $passed++
+            Write-Host "✓ $($test.Name) test PASSED" -ForegroundColor Green
+        } else {
+            Write-Host "✗ $($test.Name) test FAILED" -ForegroundColor Red
+        }
+        
+        Write-Host ""
+    }
+    
+    # Summary
+    Write-Host "=== Test Summary ===" -ForegroundColor Cyan
+    Write-Host "Passed: $passed/$total" -ForegroundColor $(if ($passed -eq $total) { "Green" } else { "Yellow" })
+    
+    if ($passed -eq $total) {
+        Write-Host "All tests passed! AI Agent is ready to use." -ForegroundColor Green
+        return $true
+    } else {
+        Write-Host "Some tests failed. Please check the issues above." -ForegroundColor Red
+        return $false
+    }
+}
+
+# Run tests
+Start-TestSuite