mirror of
https://github.com/SuperClaude-Org/SuperClaude_Framework.git
synced 2025-12-29 16:16:08 +00:00
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>
12 KiB
12 KiB
| name | description | allowed-tools | category | complexity | scope | mcp-integration | performance-profile | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| spawn | Meta-system task orchestration with advanced breakdown algorithms and coordination patterns |
|
special | high | meta |
|
specialized |
/sc:spawn - Meta-System Task Orchestration
Purpose
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.
Usage
/sc:spawn [complex-task] [--strategy sequential|parallel|adaptive] [--depth shallow|normal|deep] [--orchestration wave|direct|hybrid]
Arguments
complex-task- Multi-domain operation requiring sophisticated task decomposition--strategy sequential|parallel|adaptive- Execution coordination strategy selection--depth shallow|normal|deep- Task breakdown depth and granularity control--orchestration wave|direct|hybrid- Meta-system orchestration pattern selection--validate- Enable comprehensive quality checkpoints between task phases--dry-run- Preview task breakdown and execution plan without execution--priority high|normal|low- Task priority and resource allocation level--dependency-map- Generate detailed dependency visualization and analysis
Specialized Execution Flow
1. Unique Analysis Phase
- Complex Task Parsing: Multi-domain operation analysis with context extraction
- Scope Assessment: Comprehensive scope analysis across multiple system domains
- Orchestration Planning: Meta-level coordination strategy selection and optimization
2. Specialized Processing
- Hierarchical Breakdown Algorithm: Advanced task decomposition with Epic → Story → Task → Subtask hierarchies
- Dependency Mapping Engine: Sophisticated dependency analysis and coordination path optimization
- Execution Strategy Selection: Adaptive coordination pattern selection based on task characteristics
3. Custom Integration
- Meta-System Coordination: Advanced integration with SuperClaude framework orchestration layers
- Wave System Integration: Coordination with wave-based execution for complex operations
- Cross-Domain Orchestration: Management of operations spanning multiple technical domains
4. Specialized Validation
- Multi-Phase Quality Gates: Comprehensive validation checkpoints across task hierarchy levels
- Orchestration Verification: Validation of coordination patterns and execution strategies
- Meta-System Compliance: Verification of framework integration and system stability
5. Custom Output Generation
- Execution Coordination: Advanced task execution with progress monitoring and adaptive adjustments
- Result Integration: Sophisticated result aggregation and synthesis across task hierarchies
- Meta-System Reporting: Comprehensive orchestration analytics and performance metrics
Custom Architecture Features
Specialized System Integration
- Multi-Domain Orchestration: Coordination across frontend, backend, infrastructure, and quality domains
- Wave System Coordination: Integration with wave-based execution for progressive enhancement
- Meta-Level Task Management: Advanced task hierarchy management with cross-session persistence
Unique Processing Capabilities
- Advanced Breakdown Algorithms: Sophisticated task decomposition with intelligent dependency analysis
- Adaptive Execution Strategies: Dynamic coordination pattern selection based on operation characteristics
- Cross-Domain Intelligence: Multi-domain operation coordination with specialized domain awareness
Custom Performance Characteristics
- Orchestration Efficiency: Optimized coordination patterns for maximum parallel execution benefits
- Resource Management: Intelligent resource allocation and management across task hierarchies
- Scalability Optimization: Advanced scaling patterns for complex multi-domain operations
Advanced Specialized Features
Hierarchical Task Breakdown System
- Epic-Level Operations: Large-scale system operations spanning multiple domains and sessions
- Story-Level Coordination: Feature-level task coordination with dependency management
- Task-Level Execution: Individual operation execution with progress monitoring and validation
- Subtask Granularity: Fine-grained operation breakdown for optimal parallel execution
Intelligent Orchestration Patterns
- Sequential Coordination: Dependency-ordered execution with optimal task chaining
- Parallel Coordination: Independent task execution with resource optimization and synchronization
- Adaptive Coordination: Dynamic strategy selection based on operation characteristics and system state
- Hybrid Coordination: Mixed execution patterns optimized for specific operation requirements
Meta-System Capabilities
- Cross-Session Orchestration: Multi-session task coordination with state persistence
- System-Wide Coordination: Operations spanning multiple SuperClaude framework components
- Advanced Argument Processing: Sophisticated parameter parsing and context extraction
- Meta-Level Analytics: Orchestration performance analysis and optimization recommendations
Specialized Tool Coordination
Custom Tool Integration
- Native Tool Orchestration: Advanced coordination of Read, Write, Edit, Grep, Glob, Bash operations
- TodoWrite Integration: Sophisticated task breakdown and progress tracking with hierarchical management
- File Operation Batching: Intelligent batching and optimization of file operations across tasks
Unique Tool Patterns
- Parallel Tool Execution: Concurrent tool usage with resource management and synchronization
- Sequential Tool Chaining: Optimized tool execution sequences with dependency management
- Adaptive Tool Selection: Dynamic tool selection based on task characteristics and performance requirements
Tool Performance Optimization
- Resource Allocation: Intelligent resource management for optimal tool performance
- Execution Batching: Advanced batching strategies for efficient tool coordination
- Performance Monitoring: Real-time tool performance tracking and optimization
Custom Error Handling
Specialized Error Categories
- Orchestration Failures: Complex coordination failures requiring sophisticated recovery strategies
- Task Breakdown Errors: Issues with task decomposition requiring alternative breakdown approaches
- Execution Coordination Errors: Problems with parallel/sequential execution requiring strategy adaptation
Custom Recovery Strategies
- Graceful Degradation: Adaptive strategy selection when preferred orchestration patterns fail
- Progressive Recovery: Step-by-step recovery with partial result preservation
- Alternative Orchestration: Fallback to alternative coordination patterns when primary strategies fail
Error Prevention
- Proactive Validation: Comprehensive pre-execution validation of orchestration plans
- Dependency Verification: Advanced dependency analysis to prevent coordination failures
- Resource Checking: Pre-execution resource availability and allocation verification
Integration Patterns
SuperClaude Framework Integration
- Wave System Coordination: Integration with wave-based execution for progressive enhancement
- Quality Gate Integration: Comprehensive validation throughout orchestration phases
- Framework Orchestration: Meta-level coordination with other SuperClaude components
Custom MCP Integration (when applicable)
- Server Coordination: Advanced coordination with MCP servers when required for specific tasks
- Performance Optimization: Orchestration-aware MCP server usage for optimal performance
- Resource Management: Intelligent MCP server resource allocation across task hierarchies
Specialized System Coordination
- Cross-Domain Operations: Coordination of operations spanning multiple technical domains
- System-Wide Orchestration: Meta-level coordination across entire system architecture
- Advanced State Management: Sophisticated state tracking and management across complex operations
Performance & Scalability
Specialized Performance Requirements
- Orchestration Overhead: Minimal coordination overhead while maximizing parallel execution benefits
- Task Breakdown Efficiency: Fast task decomposition with comprehensive dependency analysis
- Execution Coordination: Optimal resource utilization across parallel and sequential execution patterns
Custom Resource Management
- Intelligent Allocation: Advanced resource allocation strategies for complex task hierarchies
- Performance Optimization: Dynamic resource management based on task characteristics and system state
- Scalability Management: Adaptive scaling patterns for operations of varying complexity
Scalability Characteristics
- Task Hierarchy Scaling: Efficient handling of complex task hierarchies from simple to enterprise-scale
- Coordination Scaling: Advanced coordination patterns that scale with operation complexity
- Resource Scaling: Intelligent resource management that adapts to operation scale and requirements
Examples
Basic Specialized Operation
/sc:spawn "implement user authentication system"
# Creates hierarchical breakdown: Database → Backend → Frontend → Testing
Advanced Specialized Usage
/sc:spawn "migrate legacy monolith to microservices" --strategy adaptive --depth deep --orchestration wave
# Complex multi-domain operation with sophisticated orchestration
System-Level Operation
/sc:spawn "establish CI/CD pipeline with security scanning" --validate --dependency-map
# System-wide infrastructure operation with comprehensive validation
Meta-Operation Example
/sc:spawn "refactor entire codebase for performance optimization" --orchestration hybrid --priority high
# Enterprise-scale operation requiring meta-system coordination
Quality Standards
Specialized Validation Criteria
- Orchestration Effectiveness: Successful coordination of complex multi-domain operations
- Task Breakdown Quality: Comprehensive and accurate task decomposition with proper dependency mapping
- Execution Efficiency: Optimal performance through intelligent coordination strategies
Custom Success Metrics
- Coordination Success Rate: Percentage of successful orchestration operations across task hierarchies
- Parallel Execution Efficiency: Performance gains achieved through parallel coordination patterns
- Meta-System Integration: Successful integration with SuperClaude framework orchestration layers
Specialized Compliance Requirements
- Framework Integration: Full compliance with SuperClaude meta-system orchestration patterns
- Quality Assurance: Integration with comprehensive quality gates and validation cycles
- Performance Standards: Meet or exceed orchestration efficiency and coordination effectiveness targets
Boundaries
This specialized command will:
- Decompose complex multi-domain operations into coordinated task hierarchies
- Provide sophisticated orchestration patterns for parallel and sequential execution
- Manage advanced argument processing and meta-system coordination
- Integrate with SuperClaude framework orchestration and wave systems
This specialized command will not:
- Replace specialized domain commands that have specific technical focuses
- Execute simple operations that don't require sophisticated orchestration
- Override explicit user coordination preferences or execution strategies
- Compromise system stability through experimental orchestration patterns