Skip to content

/spawn

Meta-system task orchestration with intelligent breakdown and delegation

From plugin
claude-scholar
5.5k65 skills6 agents65 commands5 hooks
Install
> /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.md
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.)

Read more
Ships withclaude-scholar

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.

Get the whole plugin, auto-invoked

Other commands on claude-scholar.