swarm orchestration

安装量: 39
排名: #18471

安装

npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill 'Swarm Orchestration'

Swarm Orchestration What This Skill Does Orchestrates multi-agent swarms using agentic-flow's advanced coordination system. Supports mesh, hierarchical, and adaptive topologies with automatic task distribution, load balancing, and fault tolerance. Prerequisites agentic-flow v3.0.0-alpha.1+ Node.js 18+ Understanding of distributed systems (helpful) Quick Start

Initialize swarm

npx agentic-flow hooks swarm-init --topology mesh --max-agents 5

Spawn agents

npx agentic-flow hooks agent-spawn --type coder npx agentic-flow hooks agent-spawn --type tester npx agentic-flow hooks agent-spawn --type reviewer

Orchestrate task

npx agentic-flow hooks task-orchestrate \ --task "Build REST API with tests" \ --mode parallel Topology Patterns 1. Mesh (Peer-to-Peer) // Equal peers, distributed decision-making await swarm . init ( { topology : 'mesh' , agents : [ 'coder' , 'tester' , 'reviewer' ] , communication : 'broadcast' } ) ; 2. Hierarchical (Queen-Worker) // Centralized coordination, specialized workers await swarm . init ( { topology : 'hierarchical' , queen : 'architect' , workers : [ 'backend-dev' , 'frontend-dev' , 'db-designer' ] } ) ; 3. Adaptive (Dynamic) // Automatically switches topology based on task await swarm . init ( { topology : 'adaptive' , optimization : 'task-complexity' } ) ; Task Orchestration Parallel Execution // Execute tasks concurrently const results = await swarm . execute ( { tasks : [ { agent : 'coder' , task : 'Implement API endpoints' } , { agent : 'frontend' , task : 'Build UI components' } , { agent : 'tester' , task : 'Write test suite' } ] , mode : 'parallel' , timeout : 300000 // 5 minutes } ) ; Pipeline Execution // Sequential pipeline with dependencies await swarm . pipeline ( [ { stage : 'design' , agent : 'architect' } , { stage : 'implement' , agent : 'coder' , after : 'design' } , { stage : 'test' , agent : 'tester' , after : 'implement' } , { stage : 'review' , agent : 'reviewer' , after : 'test' } ] ) ; Adaptive Execution // Let swarm decide execution strategy await swarm . autoOrchestrate ( { goal : 'Build production-ready API' , constraints : { maxTime : 3600 , maxAgents : 8 , quality : 'high' } } ) ; Memory Coordination // Share state across swarm await swarm . memory . store ( 'api-schema' , { endpoints : [ ... ] , models : [ ... ] } ) ; // Agents read shared memory const schema = await swarm . memory . retrieve ( 'api-schema' ) ; Advanced Features Load Balancing // Automatic work distribution await swarm . enableLoadBalancing ( { strategy : 'dynamic' , metrics : [ 'cpu' , 'memory' , 'task-queue' ] } ) ; Fault Tolerance // Handle agent failures await swarm . setResiliency ( { retry : { maxAttempts : 3 , backoff : 'exponential' } , fallback : 'reassign-task' } ) ; Performance Monitoring // Track swarm metrics const metrics = await swarm . getMetrics ( ) ; // { throughput, latency, success_rate, agent_utilization } Integration with Hooks

Pre-task coordination

npx agentic-flow hooks pre-task --description "Build API"

Post-task synchronization

npx agentic-flow hooks post-task --task-id "task-123"

Session restore

npx agentic-flow hooks session-restore --session-id
"swarm-001"
Best Practices
Start small
Begin with 2-3 agents, scale up
Use memory
Share context through swarm memory
Monitor metrics
Track performance and bottlenecks
Enable hooks
Automatic coordination and sync
Set timeouts
Prevent hung tasks
Troubleshooting
Issue: Agents not coordinating
Solution
Verify memory access and enable hooks
Issue: Poor performance
Solution
Check topology (use adaptive) and enable load balancing Learn More Swarm Guide: docs/swarm/orchestration.md Topology Patterns: docs/swarm/topologies.md Hooks Integration: docs/hooks/coordination.md
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