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3e40322d0a
Major reorganization of SuperClaude V4 Beta directories: - Moved SuperClaude-Lite content to Framework-Hooks/ - Renamed SuperClaude/ directories to Framework/ for clarity - Created separate Framework-Lite/ for lightweight variant - Consolidated hooks system under Framework-Hooks/ This restructuring aligns with the V4 Beta architecture: - Framework/: Full framework with all features - Framework-Lite/: Lightweight variant - Framework-Hooks/: Hooks system implementation Part of SuperClaude V4 Beta development roadmap. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
229 lines
12 KiB
Markdown
229 lines
12 KiB
Markdown
---
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name: spawn
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description: "Meta-system task orchestration with advanced breakdown algorithms and coordination patterns"
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allowed-tools: [Read, Grep, Glob, Bash, TodoWrite, Edit, MultiEdit, Write]
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# Command Classification
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category: special
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complexity: high
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scope: meta
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# Integration Configuration
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mcp-integration:
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servers: [] # Meta-system command uses native orchestration
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personas: []
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wave-enabled: true
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complexity-threshold: 0.7
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# Performance Profile
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performance-profile: specialized
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---
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# /sc:spawn - Meta-System Task Orchestration
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## Purpose
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Advanced meta-system command for decomposing complex multi-domain operations into coordinated subtask hierarchies with sophisticated execution strategies. Provides intelligent task breakdown algorithms, parallel/sequential coordination patterns, and advanced argument processing for complex system-wide operations that require meta-level orchestration beyond standard command capabilities.
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## Usage
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```
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/sc:spawn [complex-task] [--strategy sequential|parallel|adaptive] [--depth shallow|normal|deep] [--orchestration wave|direct|hybrid]
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```
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## Arguments
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- `complex-task` - Multi-domain operation requiring sophisticated task decomposition
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- `--strategy sequential|parallel|adaptive` - Execution coordination strategy selection
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- `--depth shallow|normal|deep` - Task breakdown depth and granularity control
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- `--orchestration wave|direct|hybrid` - Meta-system orchestration pattern selection
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- `--validate` - Enable comprehensive quality checkpoints between task phases
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- `--dry-run` - Preview task breakdown and execution plan without execution
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- `--priority high|normal|low` - Task priority and resource allocation level
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- `--dependency-map` - Generate detailed dependency visualization and analysis
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## Specialized Execution Flow
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### 1. Unique Analysis Phase
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- **Complex Task Parsing**: Multi-domain operation analysis with context extraction
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- **Scope Assessment**: Comprehensive scope analysis across multiple system domains
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- **Orchestration Planning**: Meta-level coordination strategy selection and optimization
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### 2. Specialized Processing
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- **Hierarchical Breakdown Algorithm**: Advanced task decomposition with Epic → Story → Task → Subtask hierarchies
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- **Dependency Mapping Engine**: Sophisticated dependency analysis and coordination path optimization
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- **Execution Strategy Selection**: Adaptive coordination pattern selection based on task characteristics
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### 3. Custom Integration
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- **Meta-System Coordination**: Advanced integration with SuperClaude framework orchestration layers
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- **Wave System Integration**: Coordination with wave-based execution for complex operations
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- **Cross-Domain Orchestration**: Management of operations spanning multiple technical domains
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### 4. Specialized Validation
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- **Multi-Phase Quality Gates**: Comprehensive validation checkpoints across task hierarchy levels
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- **Orchestration Verification**: Validation of coordination patterns and execution strategies
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- **Meta-System Compliance**: Verification of framework integration and system stability
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### 5. Custom Output Generation
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- **Execution Coordination**: Advanced task execution with progress monitoring and adaptive adjustments
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- **Result Integration**: Sophisticated result aggregation and synthesis across task hierarchies
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- **Meta-System Reporting**: Comprehensive orchestration analytics and performance metrics
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## Custom Architecture Features
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### Specialized System Integration
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- **Multi-Domain Orchestration**: Coordination across frontend, backend, infrastructure, and quality domains
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- **Wave System Coordination**: Integration with wave-based execution for progressive enhancement
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- **Meta-Level Task Management**: Advanced task hierarchy management with cross-session persistence
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### Unique Processing Capabilities
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- **Advanced Breakdown Algorithms**: Sophisticated task decomposition with intelligent dependency analysis
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- **Adaptive Execution Strategies**: Dynamic coordination pattern selection based on operation characteristics
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- **Cross-Domain Intelligence**: Multi-domain operation coordination with specialized domain awareness
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### Custom Performance Characteristics
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- **Orchestration Efficiency**: Optimized coordination patterns for maximum parallel execution benefits
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- **Resource Management**: Intelligent resource allocation and management across task hierarchies
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- **Scalability Optimization**: Advanced scaling patterns for complex multi-domain operations
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## Advanced Specialized Features
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### Hierarchical Task Breakdown System
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- **Epic-Level Operations**: Large-scale system operations spanning multiple domains and sessions
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- **Story-Level Coordination**: Feature-level task coordination with dependency management
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- **Task-Level Execution**: Individual operation execution with progress monitoring and validation
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- **Subtask Granularity**: Fine-grained operation breakdown for optimal parallel execution
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### Intelligent Orchestration Patterns
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- **Sequential Coordination**: Dependency-ordered execution with optimal task chaining
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- **Parallel Coordination**: Independent task execution with resource optimization and synchronization
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- **Adaptive Coordination**: Dynamic strategy selection based on operation characteristics and system state
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- **Hybrid Coordination**: Mixed execution patterns optimized for specific operation requirements
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### Meta-System Capabilities
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- **Cross-Session Orchestration**: Multi-session task coordination with state persistence
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- **System-Wide Coordination**: Operations spanning multiple SuperClaude framework components
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- **Advanced Argument Processing**: Sophisticated parameter parsing and context extraction
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- **Meta-Level Analytics**: Orchestration performance analysis and optimization recommendations
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## Specialized Tool Coordination
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### Custom Tool Integration
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- **Native Tool Orchestration**: Advanced coordination of Read, Write, Edit, Grep, Glob, Bash operations
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- **TodoWrite Integration**: Sophisticated task breakdown and progress tracking with hierarchical management
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- **File Operation Batching**: Intelligent batching and optimization of file operations across tasks
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### Unique Tool Patterns
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- **Parallel Tool Execution**: Concurrent tool usage with resource management and synchronization
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- **Sequential Tool Chaining**: Optimized tool execution sequences with dependency management
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- **Adaptive Tool Selection**: Dynamic tool selection based on task characteristics and performance requirements
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### Tool Performance Optimization
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- **Resource Allocation**: Intelligent resource management for optimal tool performance
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- **Execution Batching**: Advanced batching strategies for efficient tool coordination
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- **Performance Monitoring**: Real-time tool performance tracking and optimization
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## Custom Error Handling
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### Specialized Error Categories
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- **Orchestration Failures**: Complex coordination failures requiring sophisticated recovery strategies
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- **Task Breakdown Errors**: Issues with task decomposition requiring alternative breakdown approaches
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- **Execution Coordination Errors**: Problems with parallel/sequential execution requiring strategy adaptation
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### Custom Recovery Strategies
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- **Graceful Degradation**: Adaptive strategy selection when preferred orchestration patterns fail
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- **Progressive Recovery**: Step-by-step recovery with partial result preservation
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- **Alternative Orchestration**: Fallback to alternative coordination patterns when primary strategies fail
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### Error Prevention
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- **Proactive Validation**: Comprehensive pre-execution validation of orchestration plans
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- **Dependency Verification**: Advanced dependency analysis to prevent coordination failures
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- **Resource Checking**: Pre-execution resource availability and allocation verification
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## Integration Patterns
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### SuperClaude Framework Integration
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- **Wave System Coordination**: Integration with wave-based execution for progressive enhancement
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- **Quality Gate Integration**: Comprehensive validation throughout orchestration phases
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- **Framework Orchestration**: Meta-level coordination with other SuperClaude components
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### Custom MCP Integration (when applicable)
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- **Server Coordination**: Advanced coordination with MCP servers when required for specific tasks
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- **Performance Optimization**: Orchestration-aware MCP server usage for optimal performance
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- **Resource Management**: Intelligent MCP server resource allocation across task hierarchies
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### Specialized System Coordination
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- **Cross-Domain Operations**: Coordination of operations spanning multiple technical domains
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- **System-Wide Orchestration**: Meta-level coordination across entire system architecture
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- **Advanced State Management**: Sophisticated state tracking and management across complex operations
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## Performance & Scalability
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### Specialized Performance Requirements
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- **Orchestration Overhead**: Minimal coordination overhead while maximizing parallel execution benefits
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- **Task Breakdown Efficiency**: Fast task decomposition with comprehensive dependency analysis
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- **Execution Coordination**: Optimal resource utilization across parallel and sequential execution patterns
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### Custom Resource Management
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- **Intelligent Allocation**: Advanced resource allocation strategies for complex task hierarchies
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- **Performance Optimization**: Dynamic resource management based on task characteristics and system state
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- **Scalability Management**: Adaptive scaling patterns for operations of varying complexity
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### Scalability Characteristics
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- **Task Hierarchy Scaling**: Efficient handling of complex task hierarchies from simple to enterprise-scale
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- **Coordination Scaling**: Advanced coordination patterns that scale with operation complexity
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- **Resource Scaling**: Intelligent resource management that adapts to operation scale and requirements
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## Examples
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### Basic Specialized Operation
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```
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/sc:spawn "implement user authentication system"
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# Creates hierarchical breakdown: Database → Backend → Frontend → Testing
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```
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### Advanced Specialized Usage
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```
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/sc:spawn "migrate legacy monolith to microservices" --strategy adaptive --depth deep --orchestration wave
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# Complex multi-domain operation with sophisticated orchestration
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```
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### System-Level Operation
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```
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/sc:spawn "establish CI/CD pipeline with security scanning" --validate --dependency-map
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# System-wide infrastructure operation with comprehensive validation
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```
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### Meta-Operation Example
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```
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/sc:spawn "refactor entire codebase for performance optimization" --orchestration hybrid --priority high
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# Enterprise-scale operation requiring meta-system coordination
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```
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## Quality Standards
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### Specialized Validation Criteria
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- **Orchestration Effectiveness**: Successful coordination of complex multi-domain operations
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- **Task Breakdown Quality**: Comprehensive and accurate task decomposition with proper dependency mapping
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- **Execution Efficiency**: Optimal performance through intelligent coordination strategies
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### Custom Success Metrics
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- **Coordination Success Rate**: Percentage of successful orchestration operations across task hierarchies
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- **Parallel Execution Efficiency**: Performance gains achieved through parallel coordination patterns
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- **Meta-System Integration**: Successful integration with SuperClaude framework orchestration layers
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### Specialized Compliance Requirements
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- **Framework Integration**: Full compliance with SuperClaude meta-system orchestration patterns
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- **Quality Assurance**: Integration with comprehensive quality gates and validation cycles
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- **Performance Standards**: Meet or exceed orchestration efficiency and coordination effectiveness targets
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## Boundaries
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**This specialized command will:**
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- Decompose complex multi-domain operations into coordinated task hierarchies
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- Provide sophisticated orchestration patterns for parallel and sequential execution
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- Manage advanced argument processing and meta-system coordination
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- Integrate with SuperClaude framework orchestration and wave systems
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**This specialized command will not:**
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- Replace specialized domain commands that have specific technical focuses
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- Execute simple operations that don't require sophisticated orchestration
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- Override explicit user coordination preferences or execution strategies
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- Compromise system stability through experimental orchestration patterns |