claude-flow-tbowman01

--- 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 ```