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skills/specification-architect/assets/sample_outputs/example_blueprint.md

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+# Architectural Blueprint
+## 1. Core Objective
+To create a comprehensive task management system that enables users to create, assign, track, and complete tasks across multiple projects with real-time collaboration features.
+
+## 2. System Scope and Boundaries
+### In Scope
+- User authentication and authorization
+- Task creation, assignment, and management
+- Project organization and team collaboration
+- Real-time notifications and updates
+- Basic reporting and analytics
+
+### Out of Scope
+- Advanced project management features (Gantt charts, critical path)
+- File attachments and document management
+- Integration with third-party project management tools
+- Mobile application development
+- Advanced workflow automation
+
+## 3. Core System Components
+| Component Name | Responsibility |
+|---|---|
+| **UserAuthenticationService** | Handles user registration, login, and session management |
+| **TaskManagementEngine** | Core task CRUD operations and business logic |
+| **ProjectOrganizer** | Manages project creation, membership, and permissions |
+| **NotificationService** | Handles real-time notifications and email alerts |
+| **ReportingModule** | Generates basic reports and analytics dashboards |
+
+## 4. High-Level Data Flow
+```mermaid
+graph TD
+    A[User Interface] --> B[UserAuthenticationService]
+    A --> C[TaskManagementEngine]
+    A --> D[ProjectOrganizer]
+
+    B --> E[User Database]
+    C --> F[Task Database]
+    D --> G[Project Database]
+
+    C --> H[NotificationService]
+    H --> I[Email Service]
+    H --> J[WebSocket Service]
+
+    C --> K[ReportingModule]
+    K --> L[Analytics Database]
+
+    style UserAuthenticationService fill:#e1f5fe
+    style TaskManagementEngine fill:#f3e5f5
+    style ProjectOrganizer fill:#e8f5e8
+    style NotificationService fill:#fff3e0
+    style ReportingModule fill:#fce4ec
+```
+
+## 5. Key Integration Points
+- **Authentication API**: JWT-based authentication between User Interface and UserAuthenticationService
+- **Task API**: RESTful APIs between User Interface and TaskManagementEngine
+- **Project API**: RESTful APIs between User Interface and ProjectOrganizer
+- **Notification Gateway**: WebSocket connections for real-time updates
+- **Email Service**: SMTP integration for email notifications
+- **Database Connections**: PostgreSQL connections for all data storage components

skills/specification-architect/assets/sample_outputs/example_design.md

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+# Design Document
+
+## Overview
+This document provides detailed design specifications for the TaskMaster Pro task management system components.
+
+## Design Principles
+- **Single Responsibility**: Each component has a single, well-defined responsibility
+- **Loose Coupling**: Components interact through well-defined interfaces
+- **High Cohesion**: Related functionality is grouped together
+- **Scalability**: Design supports future growth and expansion
+- **Security**: All components implement proper authentication and authorization
+
+## Component Specifications
+
+### Component: UserAuthenticationService
+**Purpose**: Handles user registration, login, and session management
+
+**Location**: `src/services/auth/UserAuthenticationService.py`
+
+**Interface**:
+```python
+class UserAuthenticationService:
+    """
+    User authentication and authorization service
+    Implements: Req 1.1, 1.2, 1.3, 1.4, 7.1, 7.2
+    """
+
+    def __init__(self, user_repository: UserRepository, email_service: EmailService):
+        """Initialize authentication service with dependencies"""
+        self.user_repository = user_repository
+        self.email_service = email_service
+        self.jwt_secret = os.getenv('JWT_SECRET')
+        self.token_expiry = int(os.getenv('TOKEN_EXPIRY_HOURS', '24'))
+
+    def register_user(self, user_data: UserRegistrationData) -> AuthResult:
+        """
+        Register a new user account with email verification
+        Implements: Req 1.1
+        """
+        pass
+
+    def authenticate_user(self, credentials: LoginCredentials) -> AuthResult:
+        """
+        Authenticate user and return JWT token
+        Implements: Req 1.2
+        """
+        pass
+
+    def reset_password(self, email: str) -> PasswordResetResult:
+        """
+        Initiate password reset process
+        Implements: Req 1.3
+        """
+        pass
+
+    def validate_token(self, token: str) -> TokenValidationResult:
+        """
+        Validate JWT token and extract user information
+        Implements: Req 1.4
+        """
+        pass
+
+    def hash_password(self, password: str) -> str:
+        """
+        Hash password using bcrypt
+        Implements: Req 7.2
+        """
+        pass
+```
+
+**Dependencies**:
+- UserRepository: Database access for user operations
+- EmailService: Email sending functionality
+- JWT library: Token generation and validation
+- bcrypt: Password hashing
+
+**Data Model**:
+```python
+from dataclasses import dataclass
+from typing import Optional, List
+from datetime import datetime
+from enum import Enum
+
+class UserRole(Enum):
+    ADMIN = "admin"
+    MANAGER = "manager"
+    MEMBER = "member"
+
+@dataclass
+class User:
+    """User entity model"""
+    id: str
+    email: str
+    username: str
+    password_hash: str
+    role: UserRole
+    is_active: bool
+    email_verified: bool
+    created_at: datetime
+    last_login: Optional[datetime] = None
+
+@dataclass
+class UserRegistrationData:
+    """User registration request data"""
+    email: str
+    username: str
+    password: str
+    confirm_password: str
+
+@dataclass
+class LoginCredentials:
+    """User login credentials"""
+    email: str
+    password: str
+
+@dataclass
+class AuthResult:
+    """Authentication operation result"""
+    success: bool
+    token: Optional[str] = None
+    user: Optional[User] = None
+    message: str = ""
+```
+
+### Component: TaskManagementEngine
+**Purpose**: Core task CRUD operations and business logic
+
+**Location**: `src/services/tasks/TaskManagementEngine.py`
+
+**Interface**:
+```python
+class TaskManagementEngine:
+    """
+    Task management and business logic engine
+    Implements: Req 2.1, 2.2, 2.3, 2.4, 6.1, 7.3
+    """
+
+    def __init__(self, task_repository: TaskRepository,
+                 notification_service: NotificationService,
+                 auth_service: UserAuthenticationService):
+        """Initialize task engine with dependencies"""
+        self.task_repository = task_repository
+        self.notification_service = notification_service
+        self.auth_service = auth_service
+
+    def create_task(self, task_data: TaskCreationData, user_id: str) -> TaskCreationResult:
+        """
+        Create a new task with validation and assignment
+        Implements: Req 2.1
+        """
+        pass
+
+    def update_task(self, task_id: str, updates: TaskUpdateData, user_id: str) -> TaskUpdateResult:
+        """
+        Update existing task with change tracking
+        Implements: Req 2.2
+        """
+        pass
+
+    def assign_task(self, task_id: str, assignee_id: str, assigner_id: str) -> TaskAssignmentResult:
+        """
+        Assign task to user and send notification
+        Implements: Req 2.3
+        """
+        pass
+
+    def change_task_status(self, task_id: str, new_status: TaskStatus, user_id: str) -> StatusChangeResult:
+        """
+        Change task status and notify relevant users
+        Implements: Req 2.4
+        """
+        pass
+
+    def get_user_tasks(self, user_id: str, filters: TaskFilters) -> List[Task]:
+        """
+        Retrieve tasks for a specific user with filters
+        Implements: Req 6.1
+        """
+        pass
+```
+
+**Dependencies**:
+- TaskRepository: Database access for task operations
+- NotificationService: Real-time notifications
+- UserAuthenticationService: User validation and permissions
+
+**Data Model**:
+```python
+from dataclasses import dataclass
+from typing import Optional, List, Dict, Any
+from datetime import datetime
+from enum import Enum
+
+class TaskStatus(Enum):
+    TODO = "todo"
+    IN_PROGRESS = "in_progress"
+    IN_REVIEW = "in_review"
+    COMPLETED = "completed"
+    CANCELLED = "cancelled"
+
+class TaskPriority(Enum):
+    LOW = "low"
+    MEDIUM = "medium"
+    HIGH = "high"
+    URGENT = "urgent"
+
+@dataclass
+class Task:
+    """Task entity model"""
+    id: str
+    title: str
+    description: str
+    status: TaskStatus
+    priority: TaskPriority
+    assignee_id: Optional[str]
+    creator_id: str
+    project_id: str
+    due_date: Optional[datetime]
+    created_at: datetime
+    updated_at: datetime
+    completed_at: Optional[datetime] = None
+    tags: List[str] = None
+    custom_fields: Dict[str, Any] = None
+
+@dataclass
+class TaskCreationData:
+    """Task creation request data"""
+    title: str
+    description: str
+    priority: TaskPriority
+    assignee_id: Optional[str]
+    project_id: str
+    due_date: Optional[datetime]
+    tags: List[str] = None
+
+@dataclass
+class TaskUpdateData:
+    """Task update request data"""
+    title: Optional[str] = None
+    description: Optional[str] = None
+    priority: Optional[TaskPriority] = None
+    assignee_id: Optional[str] = None
+    due_date: Optional[datetime] = None
+    tags: Optional[List[str]] = None
+```
+
+### Component: NotificationService
+**Purpose**: Handles real-time notifications and email alerts
+
+**Location**: `src/services/notifications/NotificationService.py`
+
+**Interface**:
+```python
+class NotificationService:
+    """
+    Real-time notification and alert service
+    Implements: Req 4.1, 4.2, 4.3, 4.4, 6.4
+    """
+
+    def __init__(self, websocket_manager: WebSocketManager,
+                 email_service: EmailService,
+                 notification_repository: NotificationRepository):
+        """Initialize notification service with dependencies"""
+        self.websocket_manager = websocket_manager
+        self.email_service = email_service
+        self.notification_repository = notification_repository
+
+    def send_task_assignment_notification(self, task_id: str, assignee_id: str) -> NotificationResult:
+        """
+        Send real-time notification for task assignment
+        Implements: Req 4.1
+        """
+        pass
+
+    def send_deadline_reminder(self, task_id: str, assignee_id: str) -> NotificationResult:
+        """
+        Send reminder notification for approaching deadline
+        Implements: Req 4.2
+        """
+        pass
+
+    def broadcast_task_update(self, task_id: str, update_data: Dict[str, Any]) -> BroadcastResult:
+        """
+        Broadcast real-time task updates to prevent conflicts
+        Implements: Req 4.3
+        """
+        pass
+
+    def send_maintenance_notification(self, message: str, scheduled_time: datetime) -> NotificationResult:
+        """
+        Send system maintenance notifications
+        Implements: Req 4.4
+        """
+        pass
+```
+
+**Dependencies**:
+- WebSocketManager: Real-time WebSocket connection management
+- EmailService: Email notification delivery
+- NotificationRepository: Database storage for notifications
+
+## Integration Design
+
+### API Contracts
+```python
+# REST API between User Interface and TaskManagementEngine
+POST /api/tasks
+Authorization: Bearer {jwt_token}
+Content-Type: application/json
+
+Request:
+{
+    "title": "Complete user authentication",
+    "description": "Implement JWT-based authentication system",
+    "priority": "high",
+    "assignee_id": "user123",
+    "project_id": "proj456",
+    "due_date": "2024-01-15T17:00:00Z",
+    "tags": ["backend", "security"]
+}
+
+Response:
+{
+    "id": "task789",
+    "status": "todo",
+    "created_at": "2024-01-01T12:00:00Z",
+    "assigned_at": "2024-01-01T12:00:00Z"
+}
+```
+
+### Database Schema
+```sql
+-- Users table for UserAuthenticationService
+CREATE TABLE users (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    email VARCHAR(255) UNIQUE NOT NULL,
+    username VARCHAR(100) UNIQUE NOT NULL,
+    password_hash VARCHAR(255) NOT NULL,
+    role VARCHAR(20) NOT NULL DEFAULT 'member',
+    is_active BOOLEAN DEFAULT true,
+    email_verified BOOLEAN DEFAULT false,
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    last_login TIMESTAMP WITH TIME ZONE
+);
+
+-- Tasks table for TaskManagementEngine
+CREATE TABLE tasks (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    title VARCHAR(255) NOT NULL,
+    description TEXT,
+    status VARCHAR(20) NOT NULL DEFAULT 'todo',
+    priority VARCHAR(10) NOT NULL DEFAULT 'medium',
+    assignee_id UUID REFERENCES users(id),
+    creator_id UUID NOT NULL REFERENCES users(id),
+    project_id UUID NOT NULL REFERENCES projects(id),
+    due_date TIMESTAMP WITH TIME ZONE,
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    completed_at TIMESTAMP WITH TIME ZONE
+);
+
+-- Projects table for ProjectOrganizer
+CREATE TABLE projects (
+    id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
+    name VARCHAR(255) NOT NULL,
+    description TEXT,
+    owner_id UUID NOT NULL REFERENCES users(id),
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
+);
+```
+
+### Security Implementation
+```python
+# JWT Token validation middleware
+def require_auth(func):
+    """Decorator to require JWT authentication"""
+    def wrapper(*args, **kwargs):
+        token = request.headers.get('Authorization')
+        if not token or not token.startswith('Bearer '):
+            return jsonify({'error': 'Authentication required'}), 401
+
+        token = token.split(' ')[1]
+        try:
+            payload = jwt.decode(token, JWT_SECRET, algorithms=['HS256'])
+            request.user_id = payload['user_id']
+            return func(*args, **kwargs)
+        except jwt.ExpiredSignatureError:
+            return jsonify({'error': 'Token expired'}), 401
+        except jwt.InvalidTokenError:
+            return jsonify({'error': 'Invalid token'}), 401
+    return wrapper
+```

skills/specification-architect/assets/sample_outputs/example_requirements.md

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+# Requirements Document
+
+## Introduction
+This document defines the functional and non-functional requirements for the TaskMaster Pro task management system.
+
+## Glossary
+- **Task**: A unit of work that can be assigned to a user and tracked through completion
+- **Project**: A collection of related tasks organized under a common goal
+- **User**: An individual with login credentials who can interact with the system
+- **Notification**: A message sent to users about task updates or assignments
+- **UserAuthenticationService**: The component responsible for managing user accounts and authentication
+
+## Requirements
+
+### Requirement 1: User Management
+**Description**: Users must be able to register, authenticate, and manage their profiles.
+
+#### Acceptance Criteria
+1. WHEN a new user provides valid registration information, THE **UserAuthenticationService** SHALL create a new user account and send a verification email.
+2. WHEN a registered user provides correct credentials, THE **UserAuthenticationService** SHALL return a valid JWT token for session management.
+3. WHEN a user requests password reset, THE **UserAuthenticationService** SHALL send a password reset link to their registered email.
+4. WHEN a JWT token expires, THE **UserAuthenticationService** SHALL require re-authentication.
+
+### Requirement 2: Task Creation and Management
+**Description**: Users must be able to create, edit, assign, and track tasks.
+
+#### Acceptance Criteria
+1. WHEN a user creates a new task with valid information, THE **TaskManagementEngine** SHALL save the task and assign it a unique identifier.
+2. WHEN a user edits an existing task, THE **TaskManagementEngine** SHALL update the task and maintain change history.
+3. WHEN a task is assigned to a user, THE **TaskManagementEngine** SHALL notify the assigned user via the **NotificationService**.
+4. WHEN a task status changes, THE **TaskManagementEngine** SHALL update the task status and notify relevant users.
+
+### Requirement 3: Project Organization
+**Description**: Tasks must be organized into projects with proper access control.
+
+#### Acceptance Criteria
+1. WHEN a user creates a new project, THE **ProjectOrganizer** SHALL create the project and assign the user as project owner.
+2. WHEN a project owner adds team members, THE **ProjectOrganizer** SHALL grant appropriate permissions based on role assignments.
+3. WHEN a user accesses project tasks, THE **ProjectOrganizer** SHALL validate that the user has permission to view the project.
+4. WHEN a project is deleted, THE **ProjectOrganizer** SHALL archive all associated tasks and notify project members.
+
+### Requirement 4: Real-time Notifications
+**Description**: Users must receive real-time notifications about task updates and assignments.
+
+#### Acceptance Criteria
+1. WHEN a task is assigned to a user, THE **NotificationService** SHALL send an immediate notification via WebSocket.
+2. WHEN a task deadline approaches, THE **NotificationService** SHALL send reminder notifications to assigned users.
+3. WHEN multiple users edit the same task, THE **NotificationService** SHALL broadcast real-time updates to prevent conflicts.
+4. WHEN system maintenance occurs, THE **NotificationService** SHALL display maintenance notifications to all active users.
+
+### Requirement 5: Reporting and Analytics
+**Description**: Users must be able to view reports and analytics about task completion and project progress.
+
+#### Acceptance Criteria
+1. WHEN a project owner requests a progress report, THE **ReportingModule** SHALL generate a report showing task completion rates and team productivity.
+2. WHEN a manager views analytics dashboard, THE **ReportingModule** SHALL display charts showing task distribution by status and assignee.
+3. WHEN tasks are overdue, THE **ReportingModule** SHALL highlight overdue items and calculate impact on project timeline.
+4. WHEN a project is completed, THE **ReportingModule** SHALL generate a final performance report with key metrics.
+
+## Non-Functional Requirements
+
+### Requirement 6: Performance
+**Description**: System must respond quickly under normal load conditions.
+
+#### Acceptance Criteria
+1. WHEN 100 concurrent users access the system, THE **TaskManagementEngine** SHALL respond to task operations within 200 milliseconds.
+2. WHEN generating reports, THE **ReportingModule** SHALL complete report generation within 5 seconds for projects with up to 1000 tasks.
+3. WHEN users authenticate, THE **UserAuthenticationService** SHALL complete login within 500 milliseconds.
+4. WHEN notifications are sent, THE **NotificationService** SHALL deliver notifications within 1 second of trigger events.
+
+### Requirement 7: Security
+**Description**: System must protect user data and prevent unauthorized access.
+
+#### Acceptance Criteria
+1. WHEN users submit sensitive information, THE **UserAuthenticationService** SHALL encrypt all data in transit using HTTPS.
+2. WHEN passwords are stored, THE **UserAuthenticationService** SHALL hash passwords using bcrypt with minimum 12 rounds.
+3. WHEN API requests are made, THE **TaskManagementEngine** SHALL validate JWT tokens and enforce role-based access control.
+4. WHEN database connections are established, THE system SHALL use SSL/TLS encryption for all database communications.

skills/specification-architect/assets/sample_outputs/example_research.md

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+## Research Summary for Task Management System
+
+### Domain Analysis
+- **Industry**: Productivity/Project Management Software
+- **Scale Requirements**: 1,000+ concurrent users, 10,000+ tasks, real-time collaboration
+- **Key Challenges**: Real-time updates, data consistency, user permission management, notification delivery
+
+### Architectural Approaches Considered
+
+1. **Microservices Architecture**
+   - Description: Decompose system into independent services for users, tasks, projects, notifications
+   - Pros: Independent scaling, fault isolation, technology diversity, team autonomy
+   - Cons: Operational complexity, network latency, distributed transactions, higher cost
+
+2. **Monolithic Architecture**
+   - Description: Single application with modular components within one deployable unit
+   - Pros: Simpler deployment, easier debugging, lower operational overhead, better performance
+   - Cons: Scalability limits, technology lock-in, deployment risks, team coordination challenges
+
+3. **Event-Driven Architecture with CQRS**
+   - Description: Command Query Responsibility Segregation with event sourcing
+   - Pros: Excellent scalability, audit trails, real-time updates, loose coupling
+   - Cons: High complexity, eventual consistency, steep learning curve, debugging challenges
+
+### Technology Stack Research
+
+#### Backend Frameworks
+- **Node.js + Express**: Excellent for real-time features, large ecosystem, fast development
+- **Python + FastAPI**: Strong typing, async support, good for APIs, data science integration
+- **Java + Spring Boot**: Enterprise-grade, mature ecosystem, strong consistency
+
+#### Database Options
+- **PostgreSQL**: ACID compliance, JSON support, reliability, good for complex queries
+- **MongoDB**: Flexible schema, horizontal scaling, good for rapid development
+- **MySQL**: Mature, widely used, good performance, familiar to most developers
+
+#### Real-time Communication
+- **WebSockets**: Direct communication, low latency, widely supported
+- **Server-Sent Events (SSE)**: Simpler than WebSockets, good for one-way updates
+- **Message Queues (Redis/RabbitMQ)**: Reliable delivery, scalable, decoupled
+
+### Recommended Technology Stack
+
+- **Architecture Pattern**: **Modular Monolith with Microservice Readiness**
+  - Start with monolith for speed and simplicity
+  - Design modules to be easily extractable into microservices later
+  - Use clear boundaries between functional areas
+
+- **Backend**: **Node.js + TypeScript + Express**
+  - TypeScript for type safety and better development experience
+  - Express for mature, well-documented framework
+  - Excellent ecosystem for real-time features (Socket.io)
+  - Good performance for I/O-bound applications
+
+- **Database**: **PostgreSQL + Redis**
+  - PostgreSQL as primary database for ACID compliance and reliability
+  - Redis for session management, caching, and real-time data
+  - Both have excellent Node.js support
+
+- **Real-time Communication**: **Socket.io + Redis Adapter**
+  - Socket.io for WebSocket connections with fallback support
+  - Redis adapter for multi-instance scaling
+  - Proven solution for real-time collaboration
+
+- **Authentication**: **JWT + Refresh Tokens**
+  - JWT for stateless authentication
+  - Refresh tokens for security and better user experience
+  - Industry standard with good library support
+
+- **Infrastructure**: **Docker + AWS ECS/RDS**
+  - Docker for containerization and consistency
+  - AWS ECS for managed container orchestration
+  - AWS RDS for managed PostgreSQL with automatic backups
+
+### Research Sources
+
+1. **"Microservices vs Monolith: When to Choose Which"** (Martin Fowler, 2024)
+   - Key insight: Start with monolith, extract microservices when clear boundaries emerge
+   - Most successful microservices implementations evolved from monoliths
+
+2. **"Real-time Web Application Architecture Best Practices"** (InfoQ, 2024)
+   - WebSocket scaling challenges and solutions
+   - Redis adapter pattern for multi-instance deployments
+
+3. **"PostgreSQL vs MongoDB for Task Management Systems"** (Database Journal, 2024)
+   - PostgreSQL superior for complex queries and data consistency
+   - JSON support provides flexibility when needed
+
+4. **"Node.js TypeScript Best Practices for Enterprise Applications"** (Node.js Foundation, 2024)
+   - Type safety significantly reduces runtime errors
+   - Better development experience with IDE support
+
+5. **"Authentication Patterns for Modern Web Applications"** (OWASP, 2024)
+   - JWT + refresh token pattern recommended for SPA applications
+   - Proper token storage and refresh strategies
+
+### Decision Rationale
+
+**Why Modular Monolith First:**
+- Team size (3-5 developers) doesn't warrant microservices complexity
+- Faster time-to-market with simpler deployment and debugging
+- Clear module boundaries will allow future extraction if needed
+- Lower operational cost and complexity for initial launch
+
+**Why Node.js + TypeScript:**
+- Real-time features are first-class citizens in Node.js ecosystem
+- TypeScript provides enterprise-grade type safety
+- Large talent pool and extensive library ecosystem
+- Excellent performance for our I/O-bound use case
+
+**Why PostgreSQL + Redis:**
+- Data consistency is critical for task management
+- PostgreSQL handles complex queries and relationships well
+- Redis provides excellent caching and real-time data capabilities
+- Both technologies are mature, well-supported, and cost-effective
+
+**Why Socket.io for Real-time:**
+- Handles WebSocket connection management complexity
+- Provides automatic fallback to other transport methods
+- Redis adapter enables horizontal scaling
+- Large community and proven track record
+
+This technology stack balances development speed, operational simplicity, and future scalability while leveraging current best practices and well-established patterns.

skills/specification-architect/assets/sample_outputs/example_tasks.md

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+# Implementation Plan
+
+## Phase 1: Core Infrastructure
+- [ ] 1. Implement the UserAuthenticationService
+  - [ ] 1.1 Create project structure and setup configuration
+  - [ ] 1.2 Implement core UserAuthenticationService class in `src/services/auth/UserAuthenticationService.py`
+  - [ ] 1.3 Add user registration and validation methods
+  - [ ] 1.4 Implement JWT token generation and validation
+  - [ ] 1.5 Add password hashing with bcrypt
+  - [ ] 1.6 Create user repository interface and implementation
+  - [ ] 1.7 Write unit tests for UserAuthenticationService
+  - [ ] 1.8 Create integration tests for authentication flow
+  - _Requirements: 1.1, 1.2, 1.3, 1.4, 7.1, 7.2_
+
+- [ ] 2. Implement the TaskManagementEngine
+  - [ ] 2.1 Create TaskManagementEngine class in `src/services/tasks/TaskManagementEngine.py`
+  - [ ] 2.2 Implement task CRUD operations (create, read, update, delete)
+  - [ ] 2.3 Add task assignment and status change methods
+  - [ ] 2.4 Implement task filtering and search functionality
+  - [ ] 2.5 Create task repository interface and implementation
+  - [ ] 2.6 Add input validation and business rules
+  - [ ] 2.7 Write unit tests for task operations
+  - [ ] 2.8 Create performance tests for task queries
+  - _Requirements: 2.1, 2.2, 2.3, 2.4, 6.1, 7.3_
+
+## Phase 2: Data Layer and Storage
+- [ ] 3. Setup Database Infrastructure
+  - [ ] 3.1 Configure PostgreSQL database connection
+  - [ ] 3.2 Create database migration scripts for schema
+  - [ ] 3.3 Implement users table with proper constraints
+  - [ ] 3.4 Create tasks table with foreign key relationships
+  - [ ] 3.5 Setup projects table and member relationships
+  - [ ] 3.6 Add indexes for performance optimization
+  - [ ] 3.7 Create database backup and recovery procedures
+  - [ ] 3.8 Write database integration tests
+  - _Requirements: 1.1, 2.1, 3.1, 3.2, 3.3, 3.4, 7.4_
+
+- [ ] 4. Implement the ProjectOrganizer
+  - [ ] 4.1 Create ProjectOrganizer class in `src/services/projects/ProjectOrganizer.py`
+  - [ ] 4.2 Implement project creation and management methods
+  - [ ] 4.3 Add team member invitation and permission system
+  - [ ] 4.4 Create project repository interface and implementation
+  - [ ] 4.5 Implement role-based access control for projects
+  - [ ] 4.6 Add project archiving and deletion functionality
+  - [ ] 4.7 Write unit tests for project operations
+  - [ ] 4.8 Create tests for permission validation
+  - _Requirements: 3.1, 3.2, 3.3, 3.4_
+
+## Phase 3: Communication Layer
+- [ ] 5. Implement the NotificationService
+  - [ ] 5.1 Create NotificationService class in `src/services/notifications/NotificationService.py`
+  - [ ] 5.2 Setup WebSocket manager for real-time communications
+  - [ ] 5.3 Implement email service integration with SMTP
+  - [ ] 5.4 Create notification templates and formatting
+  - [ ] 5.5 Add notification queue and retry mechanisms
+  - [ ] 5.6 Implement notification preferences and filtering
+  - [ ] 5.7 Write tests for real-time notification delivery
+  - [ ] 5.8 Create email notification tests
+  - _Requirements: 4.1, 4.2, 4.3, 4.4, 6.4_
+
+- [ ] 6. REST API Implementation
+  - [ ] 6.1 Create Flask/FastAPI application structure
+  - [ ] 6.2 Implement authentication middleware and decorators
+  - [ ] 6.3 Create user endpoints (register, login, profile)
+  - [ ] 6.4 Implement task CRUD endpoints with proper validation
+  - [ ] 6.5 Add project management endpoints
+  - [ ] 6.6 Create API documentation with OpenAPI/Swagger
+  - [ ] 6.7 Add rate limiting and request validation
+  - [ ] 6.8 Write comprehensive API tests
+  - _Requirements: 1.2, 2.1, 2.2, 3.1, 7.3_
+
+## Phase 4: Business Intelligence
+- [ ] 7. Implement the ReportingModule
+  - [ ] 7.1 Create ReportingModule class in `src/services/reports/ReportingModule.py`
+  - [ ] 7.2 Implement task completion rate calculations
+  - [ ] 7.3 Create productivity analytics and dashboards
+  - [ ] 7.4 Add overdue task identification and impact analysis
+  - [ ] 7.5 Implement project performance metrics
+  - [ ] 7.6 Create report generation and export functionality
+  - [ ] 7.7 Add caching for frequently accessed reports
+  - [ ] 7.8 Write tests for report accuracy and performance
+  - _Requirements: 5.1, 5.2, 5.3, 5.4, 6.2_
+
+## Phase 5: Testing and Quality Assurance
+- [ ] 8. Comprehensive Testing Suite
+  - [ ] 8.1 Complete unit test coverage for all components (target: 90%+)
+  - [ ] 8.2 Create integration tests for component interactions
+  - [ ] 8.3 Implement end-to-end tests for critical user flows
+  - [ ] 8.4 Add performance testing and load testing
+  - [ ] 8.5 Create security testing and vulnerability scanning
+  - [ ] 8.6 Implement automated testing in CI/CD pipeline
+  - [ ] 8.7 Add user acceptance testing scenarios
+  - [ ] 8.8 Create test data management and cleanup procedures
+  - _Requirements: 6.1, 6.2, 6.3, 6.4_
+
+- [ ] 9. Security Implementation
+  - [ ] 9.1 Configure HTTPS/TLS for all communications
+  - [ ] 9.2 Implement secure password storage and hashing
+  - [ ] 9.3 Add input validation and sanitization
+  - [ ] 9.4 Create security headers and CSP policies
+  - [ ] 9.5 Implement audit logging for sensitive operations
+  - [ ] 9.6 Add rate limiting and DDoS protection
+  - [ ] 9.7 Create security monitoring and alerting
+  - [ ] 9.8 Write security tests and penetration testing
+  - _Requirements: 7.1, 7.2, 7.3, 7.4_
+
+## Phase 6: Deployment and Operations
+- [ ] 10. Production Deployment
+  - [ ] 10.1 Setup production environment and infrastructure
+  - [ ] 10.2 Configure application servers and load balancers
+  - [ ] 10.3 Implement database clustering and backup strategies
+  - [ ] 10.4 Setup monitoring and logging infrastructure
+  - [ ] 10.5 Create deployment scripts and CI/CD pipeline
+  - [ ] 10.6 Configure environment-specific settings
+  - [ ] 10.7 Implement health checks and monitoring alerts
+  - [ ] 10.8 Create disaster recovery and rollback procedures
+  - _Requirements: 5.1, 5.2_
+
+- [ ] 11. Documentation and Training
+  - [ ] 11.1 Create comprehensive API documentation
+  - [ ] 11.2 Write user guides and documentation
+  - [ ] 11.3 Create administrator and deployment guides
+  - [ ] 11.4 Document system architecture and design decisions
+  - [ ] 11.5 Create troubleshooting and maintenance guides
+  - [ ] 11.6 Develop training materials for end users
+  - [ ] 11.7 Record video tutorials and walkthroughs
+  - [ ] 11.8 Create knowledge base and FAQ resources
+  - _Requirements: 5.1, 5.2_
+
+## Phase 7: Performance Optimization
+- [ ] 12. Performance Tuning
+  - [ ] 12.1 Optimize database queries and add query caching
+  - [ ] 12.2 Implement Redis caching for frequently accessed data
+  - [ ] 12.3 Add connection pooling and optimize resource usage
+  - [ ] 12.4 Optimize API response times and implement pagination
+  - [ ] 12.5 Add asynchronous processing for long-running tasks
+  - [ ] 12.6 Implement content delivery network for static assets
+  - [ ] 12.7 Monitor and optimize memory usage
+  - [ ] 12.8 Create performance benchmarks and monitoring
+  - _Requirements: 6.1, 6.2, 6.3, 6.4_
+
+## Final Acceptance Criteria
+- [ ] 13. System Integration and Validation
+  - [ ] 13.1 Validate all acceptance criteria from requirements document
+  - [ ] 13.2 Run complete traceability validation using automated script
+  - [ ] 13.3 Perform full system integration testing
+  - [ ] 13.4 Conduct security audit and penetration testing
+  - [ ] 13.5 Validate performance under expected load
+  - [ ] 13.6 Confirm all user workflows function correctly
+  - [ ] 13.7 Complete user acceptance testing with stakeholders
+  - [ ] 13.8 Finalize documentation and prepare for launch
+  - _Requirements: 1.1, 1.2, 1.3, 1.4, 2.1, 2.2, 2.3, 2.4, 3.1, 3.2, 3.3, 3.4, 4.1, 4.2, 4.3, 4.4, 5.1, 5.2, 5.3, 5.4, 6.1, 6.2, 6.3, 6.4, 7.1, 7.2, 7.3, 7.4_

skills/specification-architect/assets/sample_outputs/example_validation.md

@@ -0,0 +1,110 @@
+# Validation Report
+
+## 1. Requirements to Tasks Traceability Matrix
+
+| Requirement | Acceptance Criterion | Implementing Task(s) | Status |
+|---|---|---|---|
+| 1. User Management | 1.1 | Task 1, Task 8 | Covered |
+| | 1.2 | Task 1, Task 6 | Covered |
+| | 1.3 | Task 1, Task 8 | Covered |
+| | 1.4 | Task 1, Task 6 | Covered |
+| 2. Task Creation and Management | 2.1 | Task 2, Task 6 | Covered |
+| | 2.2 | Task 2, Task 6 | Covered |
+| | 2.3 | Task 2, Task 5 | Covered |
+| | 2.4 | Task 2, Task 5 | Covered |
+| 3. Project Organization | 3.1 | Task 4, Task 6 | Covered |
+| | 3.2 | Task 4, Task 8 | Covered |
+| | 3.3 | Task 4, Task 8 | Covered |
+| | 3.4 | Task 4, Task 8 | Covered |
+| 4. Real-time Notifications | 4.1 | Task 5, Task 8 | Covered |
+| | 4.2 | Task 5, Task 8 | Covered |
+| | 4.3 | Task 5, Task 8 | Covered |
+| | 4.4 | Task 5, Task 8 | Covered |
+| 5. Reporting and Analytics | 5.1 | Task 7, Task 10 | Covered |
+| | 5.2 | Task 7, Task 8 | Covered |
+| | 5.3 | Task 7, Task 8 | Covered |
+| | 5.4 | Task 7, Task 10 | Covered |
+| 6. Performance | 6.1 | Task 2, Task 12 | Covered |
+| | 6.2 | Task 7, Task 12 | Covered |
+| | 6.3 | Task 8, Task 12 | Covered |
+| | 6.4 | Task 5, Task 12 | Covered |
+| 7. Security | 7.1 | Task 1, Task 9 | Covered |
+| | 7.2 | Task 1, Task 9 | Covered |
+| | 7.3 | Task 2, Task 9 | Covered |
+| | 7.4 | Task 3, Task 9 | Covered |
+
+## 2. Coverage Analysis
+
+### Summary
+- **Total Acceptance Criteria**: 28
+- **Criteria Covered by Tasks**: 28
+- **Coverage Percentage**: 100%
+
+### Detailed Status
+- **Covered Criteria**: 1.1, 1.2, 1.3, 1.4, 2.1, 2.2, 2.3, 2.4, 3.1, 3.2, 3.3, 3.4, 4.1, 4.2, 4.3, 4.4, 5.1, 5.2, 5.3, 5.4, 6.1, 6.2, 6.3, 6.4, 7.1, 7.2, 7.3, 7.4
+- **Missing Criteria**: None
+- **Invalid References**: None
+
+## 3. Validation Summary
+
+### Component Coverage Analysis
+- **UserAuthenticationService**: All 6 acceptance criteria covered across tasks 1, 6, 8, 9
+- **TaskManagementEngine**: All 4 acceptance criteria covered across tasks 2, 5, 6, 9, 12
+- **ProjectOrganizer**: All 4 acceptance criteria covered across tasks 4, 6, 8
+- **NotificationService**: All 4 acceptance criteria covered across tasks 5, 8, 12
+- **ReportingModule**: All 4 acceptance criteria covered across tasks 7, 8, 10, 12
+- **Infrastructure Components**: All 6 security and performance criteria covered across tasks 3, 9, 12
+
+### Task Distribution Analysis
+- **Phase 1 (Infrastructure)**: Tasks 1-2 cover 10 acceptance criteria
+- **Phase 2 (Data Layer)**: Tasks 3-4 cover 8 acceptance criteria
+- **Phase 3 (Communication)**: Tasks 5-6 cover 8 acceptance criteria
+- **Phase 4 (Business Intelligence)**: Task 7 covers 4 acceptance criteria
+- **Phase 5 (Testing)**: Tasks 8-9 cover 16 acceptance criteria
+- **Phase 6 (Deployment)**: Task 10 covers 2 acceptance criteria
+- **Phase 7 (Performance)**: Task 12 covers 4 acceptance criteria
+
+### Cross-Cutting Concerns
+- **Security Requirements**: All 4 criteria (7.1-7.4) addressed in tasks 1, 2, 3, 9
+- **Performance Requirements**: All 4 criteria (6.1-6.4) addressed in tasks 2, 5, 7, 12
+- **Authentication/Authorization**: Integrated throughout tasks 1, 2, 4, 6
+- **Data Validation**: Covered in tasks 1, 2, 4, 6, 9
+- **Error Handling**: Addressed in tasks 1, 2, 4, 5, 7, 9
+
+## 4. Final Validation
+
+All 28 acceptance criteria are fully traced to implementation tasks. The plan is validated and ready for execution.
+
+### Validation Results:
+- ✅ **Requirements Coverage**: 100% (28/28 criteria covered)
+- ✅ **Task Traceability**: All 13 major tasks have proper requirement references
+- ✅ **Component Consistency**: All component names used consistently across documents
+- ✅ **Template Adherence**: All documents follow the specified templates
+- ✅ **Reference Validity**: No invalid requirement references found in tasks
+
+### Readiness Assessment:
+- ✅ **Architecture**: Complete and validated
+- ✅ **Requirements**: Fully specified and testable
+- ✅ **Design**: Detailed and comprehensive
+- ✅ **Implementation Plan**: Granular and actionable
+- ✅ **Validation**: Automated and verified
+
+## 5. Next Steps
+
+The specification is now complete and validated. The following actions are recommended:
+
+1. **Begin Implementation**: Start with Phase 1 tasks as outlined in the implementation plan
+2. **Setup Development Environment**: Configure tools, databases, and repositories
+3. **Establish Quality Gates**: Implement the traceability validator in CI/CD pipeline
+4. **Regular Validation**: Run validation checks after each major milestone
+5. **Stakeholder Review**: Conduct final review with all project stakeholders
+
+## 6. Validation Command
+
+To re-run validation during implementation:
+
+```bash
+python scripts/traceability_validator.py --path . --requirements requirements.md --tasks tasks.md
+```
+
+This command will verify that all requirements remain covered throughout the development process.

skills/specification-architect/assets/sample_outputs/example_verifiable_research.md

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+# Verifiable Research and Technology Proposal
+
+## 1. Core Problem Analysis
+The user requires a task management system for a growing SaaS company that must handle real-time collaboration, support 1,000+ concurrent users, integrate with existing tools, and scale horizontally. The primary technical challenges include real-time data synchronization, conflict resolution, and maintaining performance under high load.
+
+## 2. Verifiable Technology Recommendations
+
+| Technology/Pattern | Rationale & Evidence |
+|---|---|
+| **Node.js + TypeScript** | Node.js excels at real-time applications due to its event-driven, non-blocking I/O model that can handle thousands of concurrent connections efficiently [cite:1]. TypeScript adds static typing that reduces runtime errors by approximately 15% in large codebases while providing better IDE support and documentation [cite:2]. |
+| **Modular Monolith Architecture** | A modular monolith approach is recommended over microservices for teams of 3-5 developers because it provides clear module boundaries that can be extracted into microservices later, while avoiding the operational complexity of distributed systems [cite:3]. This approach has been successfully used by companies like Basecamp and GitHub before scaling to microservices. |
+| **PostgreSQL + Redis** | PostgreSQL provides ACID compliance and has been proven reliable for financial applications with 99.99% uptime, making it ideal for critical task data [cite:4]. Redis offers sub-millisecond latency for real-time features like notifications and presence detection, with proven scalability for millions of concurrent connections [cite:5]. |
+| **Socket.io for Real-time Communication** | Socket.io provides automatic fallback from WebSockets to other transport methods, ensuring compatibility across all network environments including restrictive corporate firewalls [cite:6]. The library handles connection management, reconnection logic, and room-based messaging out of the box. |
+| **Docker + Kubernetes Deployment** | Containerization with Docker provides consistent environments across development, testing, and production, eliminating "it works on my machine" issues [cite:7]. Kubernetes enables horizontal scaling with automatic load balancing and self-healing capabilities that have been proven to reduce infrastructure costs by 30-40% for SaaS applications [cite:8]. |
+
+## 3. Browsed Sources
+
+- [1] https://nodejs.org/en/docs/guides/blocking-vs-non-blocking/ - Official Node.js documentation explaining event-driven, non-blocking I/O architecture and its benefits for concurrent applications
+- [2] https://www.typescriptlang.org/docs/handbook/intro.html - TypeScript documentation showing how static typing reduces runtime errors and improves development experience
+- [3] https://martinfowler.com/articles/monoliths.html - Martin Fowler's analysis of modular monolith architecture, including successful case studies from Basecamp and GitHub
+- [4] https://www.postgresql.org/about/ - PostgreSQL official documentation highlighting ACID compliance, reliability statistics, and financial industry adoption
+- [5] https://redis.io/topics/introduction - Redis documentation showing performance benchmarks and scalability for real-time applications
+- [6] https://socket.io/docs/ - Socket.io documentation demonstrating fallback mechanisms and compatibility features
+- [7] https://www.docker.com/why-docker/ - Docker documentation showing containerization benefits and environment consistency
+- [8] https://kubernetes.io/docs/concepts/overview/what-is-kubernetes/ - Kubernetes documentation detailing scaling capabilities and cost reduction studies