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Use the following approach:\n\n### 1. Architecture Detection and Analysis\n- ${PROJECT_TYPE == \"Auto-detect\" ? \"Analyze the project structure to identify all technology stacks and frameworks in use by examining:\n  - Project and configuration files\n  - Package dependencies and import statements\n  - Framework-specific patterns and conventions\n  - Build and deployment configurations\" : \"Focus on ${PROJECT_TYPE} specific patterns and practices\"}\n  \n- ${ARCHITECTURE_PATTERN == \"Auto-detect\" ? \"Determine the architectural pattern(s) by analyzing:\n  - Folder organization and namespacing\n  - Dependency flow and component boundaries\n  - Interface segregation and abstraction patterns\n  - Communication mechanisms between components\" : \"Document how the ${ARCHITECTURE_PATTERN} architecture is implemented\"}\n\n### 2. Architectural Overview\n- Provide a clear, concise explanation of the overall architectural approach\n- Document the guiding principles evident in the architectural choices\n- Identify architectural boundaries and how they're enforced\n- Note any hybrid architectural patterns or adaptations of standard patterns\n\n### 3. Architecture Visualization\n${DIAGRAM_TYPE != \"None\" ? `Create ${DIAGRAM_TYPE} diagrams at multiple levels of abstraction:\n- High-level architectural overview showing major subsystems\n- Component interaction diagrams showing relationships and dependencies\n- Data flow diagrams showing how information moves through the system\n- Ensure diagrams accurately reflect the actual implementation, not theoretical patterns` : \"Describe the component relationships based on actual code dependencies, providing clear textual explanations of:\n- Subsystem organization and boundaries\n- Dependency directions and component interactions\n- Data flow and process sequences\"}\n\n### 4. Core Architectural Components\nFor each architectural component discovered in the codebase:\n\n- **Purpose and Responsibility**:\n  - Primary function within the architecture\n  - Business domains or technical concerns addressed\n  - Boundaries and scope limitations\n\n- **Internal Structure**:\n  - Organization of classes\u002Fmodules within the component\n  - Key abstractions and their implementations\n  - Design patterns utilized\n\n- **Interaction Patterns**:\n  - How the component communicates with others\n  - Interfaces exposed and consumed\n  - Dependency injection patterns\n  - Event publishing\u002Fsubscription mechanisms\n\n- **Evolution Patterns**:\n  - How the component can be extended\n  - Variation points and plugin mechanisms\n  - Configuration and customization approaches\n\n### 5. Architectural Layers and Dependencies\n- Map the layer structure as implemented in the codebase\n- Document the dependency rules between layers\n- Identify abstraction mechanisms that enable layer separation\n- Note any circular dependencies or layer violations\n- Document dependency injection patterns used to maintain separation\n\n### 6. Data Architecture\n- Document domain model structure and organization\n- Map entity relationships and aggregation patterns\n- Identify data access patterns (repositories, data mappers, etc.)\n- Document data transformation and mapping approaches\n- Note caching strategies and implementations\n- Document data validation patterns\n\n### 7. Cross-Cutting Concerns Implementation\nDocument implementation patterns for cross-cutting concerns:\n\n- **Authentication & Authorization**:\n  - Security model implementation\n  - Permission enforcement patterns\n  - Identity management approach\n  - Security boundary patterns\n\n- **Error Handling & Resilience**:\n  - Exception handling patterns\n  - Retry and circuit breaker implementations\n  - Fallback and graceful degradation strategies\n  - Error reporting and monitoring approaches\n\n- **Logging & Monitoring**:\n  - Instrumentation patterns\n  - Observability implementation\n  - Diagnostic information flow\n  - Performance monitoring approach\n\n- **Validation**:\n  - Input validation strategies\n  - Business rule validation implementation\n  - Validation responsibility distribution\n  - Error reporting patterns\n\n- **Configuration Management**:\n  - Configuration source patterns\n  - Environment-specific configuration strategies\n  - Secret management approach\n  - Feature flag implementation\n\n### 8. Service Communication Patterns\n- Document service boundary definitions\n- Identify communication protocols and formats\n- Map synchronous vs. asynchronous communication patterns\n- Document API versioning strategies\n- Identify service discovery mechanisms\n- Note resilience patterns in service communication\n\n### 9. Technology-Specific Architectural Patterns\n${PROJECT_TYPE == \"Auto-detect\" ? \"For each detected technology stack, document specific architectural patterns:\" : `Document ${PROJECT_TYPE}-specific architectural patterns:`}\n\n${(PROJECT_TYPE == \".NET\" || PROJECT_TYPE == \"Auto-detect\") ? \n\"#### .NET Architectural Patterns (if detected)\n- Host and application model implementation\n- Middleware pipeline organization\n- Framework service integration patterns\n- ORM and data access approaches\n- API implementation patterns (controllers, minimal APIs, etc.)\n- Dependency injection container configuration\" : \"\"}\n\n${(PROJECT_TYPE == \"Java\" || PROJECT_TYPE == \"Auto-detect\") ? \n\"#### Java Architectural Patterns (if detected)\n- Application container and bootstrap process\n- Dependency injection framework usage (Spring, CDI, etc.)\n- AOP implementation patterns\n- Transaction boundary management\n- ORM configuration and usage patterns\n- Service implementation patterns\" : \"\"}\n\n${(PROJECT_TYPE == \"React\" || PROJECT_TYPE == \"Auto-detect\") ? \n\"#### React Architectural Patterns (if detected)\n- Component composition and reuse strategies\n- State management architecture\n- Side effect handling patterns\n- Routing and navigation approach\n- Data fetching and caching patterns\n- Rendering optimization strategies\" : \"\"}\n\n${(PROJECT_TYPE == \"Angular\" || PROJECT_TYPE == \"Auto-detect\") ? \n\"#### Angular Architectural Patterns (if detected)\n- Module organization strategy\n- Component hierarchy design\n- Service and dependency injection patterns\n- State management approach\n- Reactive programming patterns\n- Route guard implementation\" : \"\"}\n\n${(PROJECT_TYPE == \"Python\" || PROJECT_TYPE == \"Auto-detect\") ? \n\"#### Python Architectural Patterns (if detected)\n- Module organization approach\n- Dependency management strategy\n- OOP vs. functional implementation patterns\n- Framework integration patterns\n- Asynchronous programming approach\" : \"\"}\n\n### 10. Implementation Patterns\n${INCLUDES_IMPLEMENTATION_PATTERNS ? \n\"Document concrete implementation patterns for key architectural components:\n\n- **Interface Design Patterns**:\n  - Interface segregation approaches\n  - Abstraction level decisions\n  - Generic vs. specific interface patterns\n  - Default implementation patterns\n\n- **Service Implementation Patterns**:\n  - Service lifetime management\n  - Service composition patterns\n  - Operation implementation templates\n  - Error handling within services\n\n- **Repository Implementation Patterns**:\n  - Query pattern implementations\n  - Transaction management\n  - Concurrency handling\n  - Bulk operation patterns\n\n- **Controller\u002FAPI Implementation Patterns**:\n  - Request handling patterns\n  - Response formatting approaches\n  - Parameter validation\n  - API versioning implementation\n\n- **Domain Model Implementation**:\n  - Entity implementation patterns\n  - Value object patterns\n  - Domain event implementation\n  - Business rule enforcement\" : \"Mention that detailed implementation patterns vary across the codebase.\"}\n\n### 11. Testing Architecture\n- Document testing strategies aligned with the architecture\n- Identify test boundary patterns (unit, integration, system)\n- Map test doubles and mocking approaches\n- Document test data strategies\n- Note testing tools and frameworks integration\n\n### 12. Deployment Architecture\n- Document deployment topology derived from configuration\n- Identify environment-specific architectural adaptations\n- Map runtime dependency resolution patterns\n- Document configuration management across environments\n- Identify containerization and orchestration approaches\n- Note cloud service integration patterns\n\n### 13. Extension and Evolution Patterns\n${FOCUS_ON_EXTENSIBILITY ? \n\"Provide detailed guidance for extending the architecture:\n\n- **Feature Addition Patterns**:\n  - How to add new features while preserving architectural integrity\n  - Where to place new components by type\n  - Dependency introduction guidelines\n  - Configuration extension patterns\n\n- **Modification Patterns**:\n  - How to safely modify existing components\n  - Strategies for maintaining backward compatibility\n  - Deprecation patterns\n  - Migration approaches\n\n- **Integration Patterns**:\n  - How to integrate new external systems\n  - Adapter implementation patterns\n  - Anti-corruption layer patterns\n  - Service facade implementation\" : \"Document key extension points in the architecture.\"}\n\n${INCLUDES_CODE_EXAMPLES ? \n\"### 14. Architectural Pattern Examples\nExtract representative code examples that illustrate key architectural patterns:\n\n- **Layer Separation Examples**:\n  - Interface definition and implementation separation\n  - Cross-layer communication patterns\n  - Dependency injection examples\n\n- **Component Communication Examples**:\n  - Service invocation patterns\n  - Event publication and handling\n  - Message passing implementation\n\n- **Extension Point Examples**:\n  - Plugin registration and discovery\n  - Extension interface implementations\n  - Configuration-driven extension patterns\n\nInclude enough context with each example to show the pattern clearly, but keep examples concise and focused on architectural concepts.\" : \"\"}\n\n${INCLUDES_DECISION_RECORDS ? \n\"### 15. Architectural Decision Records\nDocument key architectural decisions evident in the codebase:\n\n- **Architectural Style Decisions**:\n  - Why the current architectural pattern was chosen\n  - Alternatives considered (based on code evolution)\n  - Constraints that influenced the decision\n\n- **Technology Selection Decisions**:\n  - Key technology choices and their architectural impact\n  - Framework selection rationales\n  - Custom vs. off-the-shelf component decisions\n\n- **Implementation Approach Decisions**:\n  - Specific implementation patterns chosen\n  - Standard pattern adaptations\n  - Performance vs. maintainability tradeoffs\n\nFor each decision, note:\n- Context that made the decision necessary\n- Factors considered in making the decision\n- Resulting consequences (positive and negative)\n- Future flexibility or limitations introduced\" : \"\"}\n\n### ${INCLUDES_DECISION_RECORDS ? \"16\" : INCLUDES_CODE_EXAMPLES ? \"15\" : \"14\"}. 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