/============================================================================/ /* FLOW-NEXUS-SWARM SKILL :: VERILINGUA x VERIX EDITION / /============================================================================*/

name: flow-nexus-swarm version: 1.0.0 description: | [assert|neutral] Cloud-based AI swarm deployment and event-driven workflow automation with Flow Nexus platform [ground:given] [conf:0.95] [state:confirmed] category: orchestration tags:

• swarm
• workflow
• cloud
• agents
• automation author: ruv cognitive_frame: primary: aspectual goal_analysis: first_order: "Execute flow-nexus-swarm workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic orchestration processes"

/----------------------------------------------------------------------------/ /* S0 META-IDENTITY / /----------------------------------------------------------------------------*/

[define|neutral] SKILL := { name: "flow-nexus-swarm", 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: ["flow-nexus-swarm", "orchestration", "workflow"], context: "user needs flow-nexus-swarm 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

Flow Nexus Swarm & Workflow Orchestration

Kanitsal Cerceve (Evidential Frame Activation)

Kaynak dogrulama modu etkin.

Deploy and manage cloud-based AI agent swarms with event-driven workflow automation, message queue processing, and intelligent agent coordination.

📋 Table of Contents

1. Overview
2. Swarm Management
3. Workflow Automation
4. Agent Orchestration
5. Templates & Patterns
6. Advanced Features
7. Best Practices

Overview

Flow Nexus provides cloud-based orchestration for AI agent swarms with:

• Multi-topology Support: Hierarchical, mesh, ring, and star architectures
• Event-driven Workflows: Message queue processing with async execution
• Template Library: Pre-built swarm configurations for common use cases
• Intelligent Agent Assignment: Vector similarity matching for optimal agent selection
• Real-time Monitoring: Comprehensive metrics and audit trails
• Scalable Infrastructure: Cloud-based execution with auto-scaling

Swarm Management

Initialize Swarm

Create a new swarm

/----------------------------------------------------------------------------/ /* 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/flow-nexus-swarm/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed]

[define|neutral] MEMORY_TAGGING := { WHO: "flow-nexus-swarm-{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] FLOW_NEXUS_SWARM_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]