claudegoodies
Subagent

Migration Summary

From ruvnet

Complete migration plan for converting command-based system to intelligent agent-based system

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ruvnet/ruflo
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The instructions Claude Code reads when this subagent runs.

# Claude Flow Commands to Agent System Migration Summary

## Executive Summary
This document provides a complete migration plan for converting the existing command-based system (`.claude/commands/`) to the new intelligent agent-based system (`.claude/agents/`). The migration preserves all functionality while adding natural language understanding, intelligent coordination, and improved parallelization.

## Key Migration Benefits

### 1. Natural Language Activation
- **Before**: `/sparc orchestrator "task"`
- **After**: "Orchestrate the development of the authentication system"

### 2. Intelligent Coordination
- Agents understand context and collaborate
- Automatic agent spawning based on task requirements
- Optimal resource allocation and topology selection

### 3. Enhanced Parallelization
- Agents execute independent tasks simultaneously
- Improved performance through concurrent operations
- Better resource utilization

## Complete Command to Agent Mapping

### Coordination Commands → Coordination Agents

| Command | Agent | Key Changes |
|---------|-------|-------------|
| `/coordination/init.md` | `coordinator-swarm-init.md` | Auto-topology selection, resource optimization |
| `/coordination/spawn.md` | `coordinator-agent-spawn.md` | Intelligent capability matching |
| `/coordination/orchestrate.md` | `orchestrator-task.md` | Enhanced parallel execution |

### GitHub Commands
View full source on GitHub →

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