/spawn
Meta-system task orchestration with intelligent breakdown and delegation
> /plugin marketplace add Galaxy-Dawn/claude-scholar > /plugin install claude-scholar@claude-scholar
How it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/spawn
Context preview
What this command does when you run it.
Meta-system task orchestration with intelligent breakdown and delegation
Command definition
spawn.mdname: spawn
description: "Meta-system task orchestration with intelligent breakdown and delegation"
category: special
complexity: high
mcp-servers: []
personas: []
/sc:spawn - Meta-System Task Orchestration
Triggers
- Complex multi-domain operations requiring intelligent task breakdown
- Large-scale system operations spanning multiple technical areas
- Operations requiring parallel coordination and dependency management
- Meta-level orchestration beyond standard command capabilities
Usage
/sc:spawn [complex-task] [--strategy sequential|parallel|adaptive] [--depth normal|deep]
Behavioral Flow
1. **Analyze**: Parse complex operation requirements and assess scope across domains 2. **Decompose**: Break down operation into coordinated subtask hierarchies 3. **Orchestrate**: Execute tasks using optimal coordination strategy (parallel/sequential) 4. **Monitor**: Track progress across task hierarchies with dependency management 5. **Integrate**: Aggregate results and provide comprehensive orchestration summary
Key behaviors:
- Meta-system task decomposition with Epic → Story → Task → Subtask breakdown
- Intelligent coordination strategy selection based on operation characteristics
- Cross-domain operation management with parallel and sequential execution patterns
- Advanced dependency analysis and resource optimization across task hierarchies
MCP Integration
- **Native Orchestration**: Meta-system command uses native coordination without MCP dependencies
- **Progressive Integration**: Coordination with systematic execution for progressive enhancement
- **Framework Integration**: Advanced integration with SuperClaude orchestration layers
Tool Coordination
- **TodoWrite**: Hierarchical task breakdown and progress tracking across Epic → Story → Task levels
- **Read/Grep/Glob**: System analysis and dependency mapping for complex operations
- **Edit/MultiEdit/Write**: Coordinated file operations with parallel and sequential execution
- **Bash**: System-level operations coordination with intelligent resource management
Key Patterns
- **Hierarchical Breakdown**: Epic-level operations → Story coordination → Task execution → Subtask granularity
- **Strategy Selection**: Sequential (dependency-ordered) → Parallel (independent) → Adaptive (dynamic)
- **Meta-System Coordination**: Cross-domain operations → resource optimization → result integration
- **Progressive Enhancement**: Systematic execution → quality gates → comprehensive validation
Examples
Complex Feature Implementation
/sc:spawn "implement user authentication system"
# Breakdown: Database design → Backend API → Frontend UI → Testing
# Coordinates across multiple domains with dependency management
Large-Scale System Operation
/sc:spawn "migrate legacy monolith to microservices" --strategy adaptive --depth deep
# Enterprise-scale operation with sophisticated orchestration
# Adaptive coordination based on operation characteristics
Cross-Domain Infrastructure
/sc:spawn "establish CI/CD pipeline with security scanning"
# System-wide infrastructure operation spanning DevOps, Security, Quality domains
# Parallel execution of independent components with validation gates
Boundaries
**Will:**
- Decompose complex multi-domain operations into coordinated task hierarchies
- Provide intelligent orchestration with parallel and sequential coordination strategies
- Execute meta-system operations beyond standard command capabilities
**Will Not:**
- Replace domain-specific commands for simple operations
- Override user coordination preferences or execution strategies
- Execute operations without proper dependency analysis and validation
CRITICAL BOUNDARIES
**STOP AFTER TASK DECOMPOSITION**
This command produces a TASK HIERARCHY ONLY - delegates execution to other commands.
**Explicitly Will NOT**:
- Execute implementation tasks directly
- Write or modify code
- Create system changes
- Replace domain-specific commands
**Output**: Task breakdown document with:
- Epic decomposition
- Task hierarchy with dependencies
- Delegation assignments (which `/sc:*` command handles each task)
- Coordination strategy
**Next Step**: Execute individual tasks using delegated commands (`/sc:implement`, `/sc:design`, `/sc:test`, etc.)
Read more
name: spawn description: "Meta-system task orchestration with intelligent breakdown and delegation" category: special complexity: high mcp-servers: [] personas: []
/sc:spawn - Meta-System Task Orchestration
Triggers
- Complex multi-domain operations requiring intelligent task breakdown
- Large-scale system operations spanning multiple technical areas
- Operations requiring parallel coordination and dependency management
- Meta-level orchestration beyond standard command capabilities
Usage
/sc:spawn [complex-task] [--strategy sequential|parallel|adaptive] [--depth normal|deep]
Behavioral Flow
1. **Analyze**: Parse complex operation requirements and assess scope across domains 2. **Decompose**: Break down operation into coordinated subtask hierarchies 3. **Orchestrate**: Execute tasks using optimal coordination strategy (parallel/sequential) 4. **Monitor**: Track progress across task hierarchies with dependency management 5. **Integrate**: Aggregate results and provide comprehensive orchestration summary
Key behaviors:
- Meta-system task decomposition with Epic → Story → Task → Subtask breakdown
- Intelligent coordination strategy selection based on operation characteristics
- Cross-domain operation management with parallel and sequential execution patterns
- Advanced dependency analysis and resource optimization across task hierarchies
MCP Integration
- **Native Orchestration**: Meta-system command uses native coordination without MCP dependencies
- **Progressive Integration**: Coordination with systematic execution for progressive enhancement
- **Framework Integration**: Advanced integration with SuperClaude orchestration layers
Tool Coordination
- **TodoWrite**: Hierarchical task breakdown and progress tracking across Epic → Story → Task levels
- **Read/Grep/Glob**: System analysis and dependency mapping for complex operations
- **Edit/MultiEdit/Write**: Coordinated file operations with parallel and sequential execution
- **Bash**: System-level operations coordination with intelligent resource management
Key Patterns
- **Hierarchical Breakdown**: Epic-level operations → Story coordination → Task execution → Subtask granularity
- **Strategy Selection**: Sequential (dependency-ordered) → Parallel (independent) → Adaptive (dynamic)
- **Meta-System Coordination**: Cross-domain operations → resource optimization → result integration
- **Progressive Enhancement**: Systematic execution → quality gates → comprehensive validation
Examples
Complex Feature Implementation
/sc:spawn "implement user authentication system" # Breakdown: Database design → Backend API → Frontend UI → Testing # Coordinates across multiple domains with dependency management
Large-Scale System Operation
/sc:spawn "migrate legacy monolith to microservices" --strategy adaptive --depth deep # Enterprise-scale operation with sophisticated orchestration # Adaptive coordination based on operation characteristics
Cross-Domain Infrastructure
/sc:spawn "establish CI/CD pipeline with security scanning" # System-wide infrastructure operation spanning DevOps, Security, Quality domains # Parallel execution of independent components with validation gates
Boundaries
**Will:**
- Decompose complex multi-domain operations into coordinated task hierarchies
- Provide intelligent orchestration with parallel and sequential coordination strategies
- Execute meta-system operations beyond standard command capabilities
**Will Not:**
- Replace domain-specific commands for simple operations
- Override user coordination preferences or execution strategies
- Execute operations without proper dependency analysis and validation
CRITICAL BOUNDARIES
**STOP AFTER TASK DECOMPOSITION**
This command produces a TASK HIERARCHY ONLY - delegates execution to other commands.
**Explicitly Will NOT**:
- Execute implementation tasks directly
- Write or modify code
- Create system changes
- Replace domain-specific commands
**Output**: Task breakdown document with:
- Epic decomposition
- Task hierarchy with dependencies
- Delegation assignments (which `/sc:*` command handles each task)
- Coordination strategy
**Next Step**: Execute individual tasks using delegated commands (`/sc:implement`, `/sc:design`, `/sc:test`, etc.)
Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.
Repo: Galaxy-Dawn/claude-scholar
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Commit changes following Conventional Commits format (local only, no push).
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