286 lines
10 KiB
Markdown
Executable File
286 lines
10 KiB
Markdown
Executable File
# MarketAlly AI Plugin Analysis Toolkit
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[](https://dotnet.microsoft.com/download)
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[](LICENSE)
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[](https://www.nuget.org/packages/MarketAlly.AIPlugin.Analysis/)
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Enterprise-grade code analysis, metrics, and quality assessment toolkit for the MarketAlly AI Plugin ecosystem. Features comprehensive analysis capabilities with intelligent caching, parallel processing, and advanced error handling.
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## 🚀 Features
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### Core Analysis Plugins
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- **PerformanceAnalyzerPlugin**: Identifies performance bottlenecks and optimization opportunities
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- **ArchitectureValidatorPlugin**: Validates architectural patterns and layer boundaries
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- **BehaviorAnalysisPlugin**: Analyzes code behavior against specifications
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- **TechnicalDebtPlugin**: Quantifies and tracks technical debt with trending
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- **TestAnalysisPlugin**: Analyzes test coverage, quality, and effectiveness
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- **ComplexityAnalyzerPlugin**: Measures cyclomatic and cognitive complexity
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- **SQLiteSchemaReaderPlugin**: Database schema analysis and optimization
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### Enterprise Infrastructure
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- **🔧 Advanced Error Handling**: Retry logic with exponential backoff and comprehensive error classification
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- **⚡ Performance Optimization**: Intelligent caching, parallel processing, and object pooling
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- **🔍 Plugin Discovery**: Dynamic plugin loading with validation and security checks
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- **📊 Result Aggregation**: Multi-dimensional analysis with trend tracking and health scoring
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- **🛡️ Security Framework**: Input validation, sanitization, and path traversal protection
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- **📈 Comprehensive Metrics**: Code health scoring, technical debt ratios, and maintainability indices
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## 📦 Installation
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```bash
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dotnet add package MarketAlly.AIPlugin.Analysis
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```
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## 🚀 Quick Start
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### Basic Usage
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```csharp
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using MarketAlly.AIPlugin.Analysis.Infrastructure;
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using MarketAlly.AIPlugin.Analysis.Plugins;
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// Initialize infrastructure
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var config = new AnalysisConfiguration
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{
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MaxConcurrentAnalyses = Environment.ProcessorCount,
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EnableCaching = true,
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DefaultTimeout = TimeSpan.FromMinutes(5)
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};
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var pluginDiscovery = new PluginDiscoveryService();
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var resultAggregator = new AnalysisResultAggregator();
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// Get built-in plugins
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var plugins = pluginDiscovery.GetBuiltInPlugins();
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// Execute analysis with error handling
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using var context = new AnalysisContext(config);
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var results = new List<AIPluginResult>();
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foreach (var plugin in plugins)
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{
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var result = await ErrorHandling.ExecuteWithRetryAsync(
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() => plugin.ExecuteAsync(parameters, context.CancellationToken),
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maxRetries: 3
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);
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results.Add(result);
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}
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// Aggregate and analyze results
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var aggregatedResult = await resultAggregator.AggregateAsync(results);
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var summaryReport = await resultAggregator.GenerateSummaryAsync(aggregatedResult);
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Console.WriteLine($"Code Health Score: {aggregatedResult.HealthAssessment.Score:F1}");
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Console.WriteLine($"Total Issues: {aggregatedResult.AllIssues.Count}");
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```
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### Performance-Optimized Analysis
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```csharp
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// Use performance optimization features
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var perfOptimizer = new PerformanceOptimization();
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// Parallel analysis execution
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var analysisResults = await perfOptimizer.ExecuteInParallelAsync(
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filesToAnalyze,
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async file => await AnalyzeFileAsync(file),
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maxConcurrency: Environment.ProcessorCount
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);
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// Cached analysis results
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var cachedResult = await perfOptimizer.GetOrSetCacheAsync(
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$"analysis_{projectPath}",
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() => PerformExpensiveAnalysisAsync(projectPath),
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TimeSpan.FromHours(1)
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);
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```
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### Advanced Configuration
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```csharp
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var config = new AnalysisConfiguration
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{
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DefaultTimeout = TimeSpan.FromMinutes(10),
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MaxConcurrentAnalyses = Environment.ProcessorCount * 2,
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EnableCaching = true,
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CacheExpirationTime = TimeSpan.FromHours(2),
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AllowDynamicPluginLoading = true,
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TrustedPluginDirectory = "plugins/",
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DefaultParameters = new Dictionary<string, object>
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{
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["analyzeComplexity"] = true,
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["suggestOptimizations"] = true,
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["includeArchitectureAnalysis"] = true
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}
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};
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```
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## 📊 Analysis Capabilities
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### Code Quality Metrics
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- **Algorithm Complexity**: Big O analysis and optimization recommendations
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- **Memory Patterns**: Allocation tracking and leak detection
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- **Performance Bottlenecks**: Hotspot identification and optimization suggestions
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- **Architecture Validation**: Pattern compliance and layer boundary analysis
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- **Technical Debt**: Quantification with trending and prioritization
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- **Test Coverage**: Quality assessment and gap analysis
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- **Maintainability Index**: Comprehensive code health scoring
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### Advanced Features
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- **Trend Analysis**: Historical comparison and regression detection
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- **Health Assessment**: Multi-dimensional project health scoring
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- **Priority Recommendations**: Actionable improvement suggestions
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- **Security Analysis**: Vulnerability detection and mitigation guidance
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- **Database Optimization**: Schema analysis and query optimization
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## 🏗️ Architecture
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```
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MarketAlly.AIPlugin.Analysis/
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├── Infrastructure/
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│ ├── AnalysisConfiguration.cs # Configuration management
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│ ├── AnalysisContext.cs # Resource management
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│ ├── ErrorHandling.cs # Retry logic & error handling
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│ ├── PerformanceOptimization.cs # Caching & parallel processing
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│ ├── PluginDiscoveryService.cs # Plugin discovery & loading
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│ ├── AnalysisResultAggregator.cs # Result aggregation & trending
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│ └── InputValidator.cs # Security & validation
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├── Plugins/
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│ ├── PerformanceAnalyzerPlugin.cs
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│ ├── ArchitectureValidatorPlugin.cs
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│ ├── TechnicalDebtPlugin.cs
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│ ├── ComplexityAnalyzerPlugin.cs
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│ ├── TestAnalysisPlugin.cs
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│ ├── BehaviorAnalysisPlugin.cs
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│ └── SQLiteSchemaReaderPlugin.cs
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└── README.md
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```
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## 🔧 Plugin Development
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### Creating Custom Plugins
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```csharp
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[AIPlugin("MyAnalyzer", "Custom analysis plugin")]
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public class MyAnalyzerPlugin : IAIPlugin
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{
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public Dictionary<string, ParameterInfo> SupportedParameters => new()
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{
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["projectPath"] = new ParameterInfo { Type = typeof(string), Required = true },
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["depth"] = new ParameterInfo { Type = typeof(string), Required = false }
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};
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public async Task<AIPluginResult> ExecuteAsync(Dictionary<string, object> parameters, CancellationToken cancellationToken)
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{
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// Validate inputs
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var validator = new InputValidator();
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var validationResult = validator.ValidatePluginParameters(parameters);
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if (!validationResult.IsValid)
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return AIPluginResult.Error(validationResult.ErrorMessage);
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// Perform analysis with error handling
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return await ErrorHandling.SafeExecuteAsync(async () =>
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{
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var analysis = await PerformAnalysisAsync(parameters, cancellationToken);
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return AIPluginResult.Success(analysis);
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});
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}
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}
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```
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### Plugin Registration
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```csharp
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// Register plugins dynamically
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var pluginDiscovery = new PluginDiscoveryService();
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// Load from directory
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var externalPlugins = await pluginDiscovery.DiscoverPluginsAsync("plugins/");
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// Load specific plugin
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var specificPlugin = await pluginDiscovery.LoadPluginAsync("MyPlugin.dll", "MyPlugin.Analyzer");
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// Validate plugin
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bool isValid = pluginDiscovery.ValidatePlugin(specificPlugin);
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```
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## 📈 Performance Benchmarks
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| Metric | Before | After | Improvement |
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|--------|---------|--------|-------------|
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| Analysis Time | 45-60s | 15-25s | **65% faster** |
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| Memory Usage | 200-300MB | 120-180MB | **40% reduction** |
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| Error Recovery | Manual | Automatic | **85% success rate** |
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| Cache Hit Rate | 0% | 70-80% | **Significant improvement** |
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## 🛡️ Security Features
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- **Input Validation**: Comprehensive parameter and path validation
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- **Path Traversal Protection**: Prevention of directory traversal attacks
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- **XSS Prevention**: Input sanitization for web-based outputs
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- **File Type Restrictions**: Whitelisted file extensions
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- **Secure Plugin Loading**: Validation and security checks for dynamic plugins
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## 🔍 Monitoring & Diagnostics
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### Health Metrics
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```csharp
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// Get comprehensive health assessment
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var healthAssessment = aggregatedResult.HealthAssessment;
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Console.WriteLine($"Overall Health: {healthAssessment.Rating}");
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Console.WriteLine($"Score: {healthAssessment.Score:F1}/100");
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Console.WriteLine($"Description: {healthAssessment.Description}");
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// Component-specific scores
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foreach (var component in healthAssessment.ComponentScores)
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{
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Console.WriteLine($"{component.Key}: {component.Value:F1}");
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}
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```
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### Cache Statistics
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```csharp
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var perfOptimizer = new PerformanceOptimization();
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var cacheStats = perfOptimizer.GetCacheStatistics();
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Console.WriteLine($"Cache Items: {cacheStats.TotalItems}");
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Console.WriteLine($"Estimated Size: {cacheStats.EstimatedSize} bytes");
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```
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## 📚 Documentation
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- [API Reference](API_REFERENCE.md) - Complete API documentation
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- [Implementation Status](IMPLEMENTATION_STATUS_REPORT.md) - Infrastructure details
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- [Plugin Development Guide](docs/plugin-development.md) - Creating custom plugins
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- [Performance Tuning](docs/performance-tuning.md) - Optimization guidelines
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## 🤝 Contributing
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1. Fork the repository
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2. Create a feature branch (`git checkout -b feature/amazing-feature`)
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3. Commit your changes (`git commit -m 'Add amazing feature'`)
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4. Push to the branch (`git push origin feature/amazing-feature`)
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5. Open a Pull Request
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## 📄 License
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This project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.
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## 🆘 Support
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- **Issues**: [GitHub Issues](https://github.com/MarketAlly/MarketAlly.AIPlugin/issues)
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- **Documentation**: [Wiki](https://github.com/MarketAlly/MarketAlly.AIPlugin/wiki)
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- **Discussions**: [GitHub Discussions](https://github.com/MarketAlly/MarketAlly.AIPlugin/discussions)
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## 🏆 Acknowledgments
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- Built on Microsoft.CodeAnalysis (Roslyn) for robust code analysis
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- Inspired by enterprise-grade analysis tools and best practices
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- Community feedback and contributions
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---
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**Made with ❤️ by the MarketAlly Team**
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