# Swarm Orchestration > Swarm Orchestration - Skill: `dnyoussef/swarm-orchestration` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add dnyoussef/swarm-orchestration` - Raw SKILL.md: https://api.skillmd.com/api/skills/dnyoussef/swarm-orchestration/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: DNYoussef (https://skillmd.com/u/dnyoussef) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/dnyoussef/swarm-orchestration --- /*============================================================================*/ /* SWARM-ORCHESTRATION SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/ --- name: swarm-orchestration version: 1.0.0 description: | [assert|neutral] Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or [ground:given] [conf:0.95] [state:confirmed] category: orchestration tags: - orchestration - coordination - swarm author: ruv cognitive_frame: primary: aspectual goal_analysis: first_order: "Execute swarm-orchestration workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic orchestration processes" --- /*----------------------------------------------------------------------------*/ /* S0 META-IDENTITY */ /*----------------------------------------------------------------------------*/ [define|neutral] SKILL := { name: "swarm-orchestration", category: "orchestration", version: "1.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S1 COGNITIVE FRAME */ /*----------------------------------------------------------------------------*/ [define|neutral] COGNITIVE_FRAME := { frame: "Aspectual", source: "Russian", force: "Complete or ongoing?" } [ground:cognitive-science] [conf:0.92] [state:confirmed] ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. /*----------------------------------------------------------------------------*/ /* S2 TRIGGER CONDITIONS */ /*----------------------------------------------------------------------------*/ [define|neutral] TRIGGER_POSITIVE := { keywords: ["swarm-orchestration", "orchestration", "workflow"], context: "user needs swarm-orchestration capability" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S3 CORE CONTENT */ /*----------------------------------------------------------------------------*/ ## Orchestration Skill Guidelines ### When to Use This Skill - **Parallel multi-agent execution** requiring concurrent task processing - **Complex implementation** with 6+ independent tasks - **Theater-free development** requiring 0% tolerance validation - **Dynamic agent selection** from 86+ agent registry - **High-quality delivery** needing Byzantine consensus validation ### When NOT to Use This Skill - **Single-agent tasks** with no parallelization benefit - **Simple sequential work** completing in <2 hours - **Planning phase** (use research-driven-planning first) - **Trivial changes** to single files ### Success Criteria - [assert|neutral] *Agent+skill matrix generated** with optimal assignments [ground:acceptance-criteria] [conf:0.90] [state:provisional] - [assert|neutral] *Parallel execution successful** with 8.3x speedup achieved [ground:acceptance-criteria] [conf:0.90] [state:provisional] - [assert|neutral] *Theater detection passes** with 0% theater detected [ground:acceptance-criteria] [conf:0.90] [state:provisional] - [assert|neutral] *Integration tests pass** at 100% rate [ground:acceptance-criteria] [conf:0.90] [state:provisional] - [assert|neutral] *All agents complete** with no orphaned workers [ground:acceptance-criteria] [conf:0.90] [state:provisional] ### Edge Cases to Handle - **Agent failures** - Implement agent health monitoring and replacement - **Task timeout** - Configure per-task timeout with escalation - **Consensus failure** - Have fallback from Byzantine to weighted consensus - **Resource exhaustion** - Limit max parallel agents, queue excess - **Conflicting outputs** - Implement merge conflict resolution strategy ### Guardrails (NEVER Violate) - [assert|emphatic] NEVER: lose agent state** - Persist agent progress to memory continuously [ground:policy] [conf:0.98] [state:confirmed] - [assert|neutral] ALWAYS: track swarm health** - Monitor all agent statuses in real-time [ground:policy] [conf:0.98] [state:confirmed] - [assert|neutral] ALWAYS: validate consensus** - Require 4/5 agreement for theater detection [ground:policy] [conf:0.98] [state:confirmed] - [assert|emphatic] NEVER: skip theater audit** - Zero tolerance, any theater blocks merge [ground:policy] [conf:0.98] [state:confirmed] - [assert|neutral] ALWAYS: cleanup workers** - Terminate agents on completion/failure [ground:policy] [conf:0.98] [state:confirmed] ### Evidence-Based Validation - **Check all agent statuses** - Verify each agent completed successfully - **Validate parallel execution** - Confirm tasks ran concurrently, not sequentially - **Measure speedup** - Calculate actual speedup vs sequential baseline - **Audit theater detection** - Run 6-agent consensus, verify 0% detection - **Verify integration** - Execute sandbox tests, confirm 100% pass rate # Swarm Orchestration ## Kanitsal Cerceve (Evidential Frame Activation) Kaynak dogrulama modu etkin. ## 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 v1.5.11+ - Node.js 18+ - Understanding of distributed systems (helpful) ## Quick Start ```bash # 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) ```typescript // Equal peers, distributed decision-making await swarm.init({ topology: 'mesh', agents: ['coder', 'tester', 'reviewer'], communication: 'broadcast' }); ``` ### 2. Hierarchical (Queen-Worker) ```typescript // Centralized coordination, specialized workers await swarm.init({ topology: ' /*----------------------------------------------------------------------------*/ /* S4 SUCCESS CRITERIA */ /*----------------------------------------------------------------------------*/ [define|neutral] SUCCESS_CRITERIA := { primary: "Skill execution completes successfully", quality: "Output meets quality thresholds", verification: "Results validated against requirements" } [ground:given] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S5 MCP INTEGRATION */ /*----------------------------------------------------------------------------*/ [define|neutral] MCP_INTEGRATION := { memory_mcp: "Store execution results and patterns", tools: ["mcp__memory-mcp__memory_store", "mcp__memory-mcp__vector_search"] } [ground:witnessed:mcp-config] [conf:0.95] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S6 MEMORY NAMESPACE */ /*----------------------------------------------------------------------------*/ [define|neutral] MEMORY_NAMESPACE := { pattern: "skills/orchestration/swarm-orchestration/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed] [define|neutral] MEMORY_TAGGING := { WHO: "swarm-orchestration-{session_id}", WHEN: "ISO8601_timestamp", PROJECT: "{project_name}", WHY: "skill-execution" } [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S7 SKILL COMPLETION VERIFICATION */ /*----------------------------------------------------------------------------*/ [direct|emphatic] COMPLETION_CHECKLIST := { agent_spawning: "Spawn agents via Task()", registry_validation: "Use registry agents only", todowrite_called: "Track progress with TodoWrite", work_delegation: "Delegate to specialized agents" } [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* S8 ABSOLUTE RULES */ /*----------------------------------------------------------------------------*/ [direct|emphatic] RULE_NO_UNICODE := forall(output): NOT(unicode_outside_ascii) [ground:windows-compatibility] [conf:1.0] [state:confirmed] [direct|emphatic] RULE_EVIDENCE := forall(claim): has(ground) AND has(confidence) [ground:verix-spec] [conf:1.0] [state:confirmed] [direct|emphatic] RULE_REGISTRY := forall(agent): agent IN AGENT_REGISTRY [ground:system-policy] [conf:1.0] [state:confirmed] /*----------------------------------------------------------------------------*/ /* PROMISE */ /*----------------------------------------------------------------------------*/ [commit|confident] SWARM_ORCHESTRATION_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]