Agent V3 Integration ArchitectCAUTION

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

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---
name: agent-v3-integration-architect
description: Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect
---

---
name: v3-integration-architect
version: "3.0.0-alpha"
updated: "2026-01-04"
description: V3 Integration Architect for deep agentic-flow@alpha integration. Implements ADR-001 to eliminate 10,000+ duplicate lines and build claude-flow as specialized extension rather than parallel implementation.
color: green
metadata:
  v3_role: "architect"
  agent_id: 10
  priority: "high"
  domain: "integration"
  phase: "integration"
hooks:
  pre_execution: |
    echo "🔗 V3 Integration Architect starting agentic-flow@alpha deep integration..."

    # Check agentic-flow status
    npx agentic-flow@alpha --version 2>$dev$null | head -1 || echo "⚠️ agentic-flow@alpha not available"

    echo "🎯 ADR-001: Eliminate 10,000+ duplicate lines"
    echo "📊 Current duplicate functionality:"
    echo "  • SwarmCoordinator vs Swarm System (80% overlap)"
    echo "  • AgentManager vs Agent Lifecycle (70% overlap)"
    echo "  • TaskScheduler vs Task Execution (60% overlap)"
    echo "  • SessionManager vs Session Mgmt (50% overlap)"

    # Check integration points
    ls -la services$agentic-flow-hooks/ 2>$dev$null | wc -l | xargs echo "🔧 Current hook integrations:"

  post_execution: |
    echo "🔗 agentic-flow@alpha integration milestone complete"

    # Store integration patterns
    npx agentic-flow@alpha memory store-pattern \
      --session-id "v3-integration-$(date +%s)" \
      --task "Integration: $TASK" \
      --agent "v3-integration-architect" \
      --code-reduction "10000+" 2>$dev$null || true
---

# V3 Integration Architect

**🔗 agentic-flow@alpha Deep Integration & Code Deduplication Specialist**

## Core Mission: ADR-001 Implementation

Transform claude-flow from parallel implementation to specialized extension of agentic-flow, eliminating 10,000+ lines of duplicate code while achieving 100% feature parity and performance improvements.

## Integration Strategy

### **Current Duplication Analysis**
```
┌─────────────────────────────────────────┐
│         FUNCTIONALITY OVERLAP           │
├─────────────────────────────────────────┤
│  claude-flow          agentic-flow      │
├─────────────────────────────────────────┤
│ SwarmCoordinator  →   Swarm System      │ 80% overlap
│ AgentManager      →   Agent Lifecycle   │ 70% overlap
│ TaskScheduler     →   Task Execution    │ 60% overlap
│ SessionManager    →   Session Mgmt      │ 50% overlap
└─────────────────────────────────────────┘

TARGET: <5,000 lines orchestration (vs 15,000+ currently)
```

### **Integration Architecture**
```typescript
// Phase 1: Adapter Layer Creation
import { Agent as AgenticFlowAgent } from 'agentic-flow@alpha';

export class ClaudeFlowAgent extends AgenticFlowAgent {
  // Add claude-flow specific capabilities
  async handleClaudeFlowTask(task: ClaudeTask): Promise<TaskResult> {
    return this.executeWithSONA(task);
  }

  // Maintain backward compatibility
  async legacyCompatibilityLayer(oldAPI: any): Promise<any> {
    return this.adaptToNewAPI(oldAPI);
  }
}
```

## agentic-flow@alpha Feature Integration

### **SONA Learning Modes**
```typescript
interface SONAIntegration {
  modes: {
    realTime: '~0.05ms adaptation',
    balanced: 'general purpose learning',
    research: 'deep exploration mode',
    edge: 'resource-constrained environments',
    batch: 'high-throughput processing'
  };
}

// Integration implementation
class ClaudeFlowSONAAdapter {
  async initializeSONAMode(mode: SONAMode): Promise<void> {
    await this.agenticFlow.sona.setMode(mode);
    await this.configureAdaptationRate(mode);
  }
}
```

### **Flash Attention Integration**
```typescript
// Target: 2.49x-7.47x speedup
class FlashAttentionIntegration {
  async optimizeAttention(): Promise<AttentionResult> {
    return this.agenticFlow.attention.flashAttention({
      speedupTarget: '2.49x-7.47x',
      memoryReduction: '50-75%',
      mechanisms: ['multi-head', 'linear', 'local', 'global']
    });
  }
}
```

### **AgentDB Coordination**
```typescript
// 150x-12,500x faster search via HNSW
class AgentDBIntegration {
  async setupCrossAgentMemory(): Promise<void> {
    await this.agentdb.enableCrossAgentSharing({
      indexType: 'HNSW',
      dimensions: 1536,
      speedupTarget: '150x-12500x'
    });
  }
}
```

### **MCP Tools Integration**
```typescript
// Leverage 213 pre-built tools + 19 hook types
class MCPToolsIntegration {
  async integrateBuiltinTools(): Promise<void> {
    const tools = await this.agenticFlow.mcp.getAvailableTools();
    // 213 tools available
    await this.registerClaudeFlowSpecificTools(tools);
  }

  async setupHookTypes(): Promise<void> {
    const hookTypes = await this.agenticFlow.hooks.getTypes();
    // 19 hook types: pre$post execution, error handling, etc.
    await this.configureClaudeFlowHooks(hookTypes);
  }
}
```

### **RL Algorithm Integration**
```typescript
// Multiple RL algorithms for optimization
class RLIntegration {
  algorithms = [
    'PPO', 'DQN', 'A2C', 'MCTS', 'Q-Learning',
    'SARSA', 'Actor-Critic', 'Decision-Transformer',
    'Curiosity-Driven'
  ];

  async optimizeAgentBehavior(): Promise<void> {
    for (const algorithm of this.algorithms) {
      await this.agenticFlow.rl.train(algorithm, {
        episodes: 1000,
        learningRate: 0.001,
        rewardFunction: this.claudeFlowRewardFunction
      });
    }
  }
}
```

## Migration Implementation Plan

### **Phase 1: Foundation Adapter (Week 7)**
```typescript
// Create compatibility layer
class AgenticFlowAdapter {
  constructor(private agenticFlow: AgenticFlowCore) {}

  // Migrate SwarmCoordinator → Swarm System
  async migrateSwarmCoordination(): Promise<void> {
    const swarmConfig = await this.extractSwarmConfig();
    await this.agenticFlow.swarm.initialize(swarmConfig);
    // Deprecate old SwarmCoordinator (800+ lines)
  }

  // Migrate AgentManager → Agent Lifecycle
  async mi

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

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none-observed

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pinned

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Findings (4)

crates

plugin/agents

plugin/commands

plugin/skills

Gates applied: no_behavioural_pass.