---
name: claude-flow-swarm
description: Coordinate multi-agent swarms with batchtools optimization for complex tasks
---

# Claude-Flow Swarm Coordination (Batchtools Optimized)

Swarm mode with batchtools enables massively parallel multi-agent coordination for complex tasks with enhanced efficiency.

## Enhanced Basic Usage

```bash
# Traditional single swarm
npx claude-flow swarm "your complex task" --strategy <type> [options]

# Batch swarm operations
npx claude-flow swarm batch --tasks "frontend:dev,backend:dev,database:architect" --parallel
```

## Parallel Strategy Execution

```bash
# Execute multiple strategies concurrently
npx claude-flow swarm multi-strategy --config '{
  "frontend": { "strategy": "development", "agents": 3 },
  "backend": { "strategy": "development", "agents": 4 },
  "testing": { "strategy": "testing", "agents": 2 },
  "docs": { "strategy": "documentation", "agents": 1 }
}' --parallel --monitor
```

## Enhanced Strategies with Batch Operations

- `development` - Parallel code implementation across modules
- `research` - Concurrent information gathering from multiple sources
- `analysis` - Parallel data processing pipelines
- `testing` - Concurrent test suite execution
- `optimization` - Parallel performance analysis
- `maintenance` - Batch system updates
- `security` - Parallel vulnerability scanning
- `deployment` - Concurrent multi-environment deployment

## Advanced Batch Options

- `--parallel-tasks <n>` - Number of concurrent tasks
- `--batch-size <n>` - Task batch size for processing
- `--pipeline` - Enable pipeline parallelization
- `--shard` - Distribute work across shards
- `--replicate <n>` - Replicate critical tasks
- `--failover` - Enable automatic failover
- `--load-balance` - Dynamic load balancing
- `--auto-scale` - Automatic agent scaling

## Batch Examples

### Parallel Development Swarm

```bash
# Develop multiple microservices concurrently
npx claude-flow swarm batch-dev --services '{
  "auth-service": { "agents": 3, "priority": "high" },
  "user-service": { "agents": 2, "priority": "medium" },
  "order-service": { "agents": 3, "priority": "high" },
  "payment-service": { "agents": 2, "priority": "critical" }
}' --parallel --monitor --auto-scale
```

### Distributed Research Swarm

```bash
# Parallel research across multiple domains
npx claude-flow swarm batch-research --topics '{
  "market-analysis": { "sources": ["web", "apis", "databases"] },
  "competitor-research": { "sources": ["web", "reports"] },
  "technology-trends": { "sources": ["papers", "blogs", "news"] }
}' --distributed --aggregate --real-time
```

### Massive Testing Swarm

```bash
# Execute comprehensive parallel testing
npx claude-flow swarm batch-test --suites '{
  "unit": { "parallel": 10, "shards": 5 },
  "integration": { "parallel": 5, "environments": ["dev", "staging"] },
  "e2e": { "parallel": 3, "browsers": ["chrome", "firefox", "safari"] },
  "performance": { "parallel": 2, "loads": [100, 1000, 10000] }
}' --concurrent --report
```

## Pipeline Operations

### Development Pipeline

```bash
# Create development pipeline with parallel stages
npx claude-flow swarm pipeline --config '{
  "stages": [
    { "name": "design", "parallel": ["api", "database", "ui"] },
    { "name": "implement", "parallel": ["services", "controllers", "models"] },
    { "name": "test", "parallel": ["unit", "integration", "e2e"] },
    { "name": "deploy", "sequential": ["staging", "production"] }
  ]
}' --monitor --checkpoint
```

### Analysis Pipeline

```bash
# Parallel data analysis pipeline
npx claude-flow swarm analyze-pipeline --stages '{
  "collect": { "parallel": 5, "sources": ["logs", "metrics", "events"] },
  "process": { "parallel": 3, "operations": ["clean", "transform", "enrich"] },
  "analyze": { "parallel": 4, "methods": ["statistical", "ml", "pattern"] },
  "report": { "parallel": 2, "formats": ["dashboard", "pdf", "api"] }
}'
```

## Distributed Coordination

### Multi-Region Deployment

```bash
# Deploy across regions in parallel
npx claude-flow swarm deploy-multi --regions '{
  "us-east": { "services": 10, "priority": 1 },
  "eu-west": { "services": 10, "priority": 1 },
  "asia-pac": { "services": 10, "priority": 2 }
}' --parallel --health-check --rollback-enabled
```

### Federated Learning

```bash
# Coordinate distributed model training
npx claude-flow swarm federated-train --nodes 20 --parallel --aggregate-method "secure"
```

## Advanced Monitoring & Control

### Real-time Batch Monitoring

```bash
# Monitor all swarm operations
npx claude-flow swarm monitor-batch --metrics '{
  "performance": ["latency", "throughput", "cpu", "memory"],
  "progress": ["tasks", "completions", "failures"],
  "agents": ["active", "idle", "failed"]
}' --dashboard --alerts
```

### Dynamic Resource Management

```bash
# Auto-scale based on load
npx claude-flow swarm auto-manage --rules '{
  "scale-up": { "cpu": ">80%", "queue": ">100" },
  "scale-down": { "cpu": "<20%", "queue": "<10" },
  "rebalance": { "interval": "5m" }
}'
```

## Batch Optimization Features

### Work Distribution

```bash
# Intelligent work distribution
npx claude-flow swarm distribute --algorithm "weighted" --factors '{
  "agent-capacity": 0.4,
  "task-complexity": 0.3,
  "priority": 0.3
}'
```

### Failure Handling

```bash
# Resilient batch execution
npx claude-flow swarm batch-execute --resilient '{
  "retry": { "max": 3, "backoff": "exponential" },
  "timeout": { "task": "5m", "total": "1h" },
  "circuit-breaker": { "threshold": 5, "reset": "30s" }
}'
```

## Performance Optimizations

### Caching Strategy

```bash
# Enable intelligent caching
npx claude-flow swarm batch --cache '{
  "results": { "ttl": "1h", "size": "1GB" },
  "artifacts": { "ttl": "24h", "size": "10GB" },
  "models": { "ttl": "7d", "persistent": true }
}'
```

### Network Optimization

```bash
# Optimize network communication
npx claude-flow swarm optimize-network --compression "gzip" --batching 100 --keepalive
```

## Complex Workflow Examples

### Full-Stack Application Development

```bash
# Orchestrate complete application development
npx claude-flow swarm full-stack --project "e-commerce" --parallel-components '{
  "frontend": { "framework": "react", "agents": 3 },
  "backend": { "framework": "node", "agents": 4 },
  "mobile": { "platforms": ["ios", "android"], "agents": 4 },
  "infrastructure": { "provider": "aws", "agents": 2 },
  "testing": { "coverage": "95%", "agents": 3 },
  "documentation": { "types": ["api", "user", "dev"], "agents": 2 }
}' --integrated --continuous
```

### Data Pipeline Processing

```bash
# Massive parallel data processing
npx claude-flow swarm data-pipeline --config '{
  "ingestion": { "parallel": 10, "sources": 50 },
  "transformation": { "parallel": 20, "operations": 15 },
  "validation": { "parallel": 5, "rules": 100 },
  "storage": { "parallel": 3, "destinations": 5 }
}' --stream --checkpoint --monitor
```

### Security Audit Swarm

```bash
# Comprehensive security analysis
npx claude-flow swarm security-audit --parallel-scans '{
  "code": { "tools": ["sast", "dependencies"], "agents": 5 },
  "infrastructure": { "tools": ["network", "config"], "agents": 3 },
  "runtime": { "tools": ["dast", "fuzzing"], "agents": 4 },
  "compliance": { "standards": ["owasp", "pci"], "agents": 2 }
}' --report --remediate
```