# ADR-030: Agentic-QE Plugin Integration

## Status
**Accepted** - Architecture Review Complete (2026-01-23)

### Review Summary
- Architecture design validated
- Performance targets assessed as achievable
- Security isolation via sandbox confirmed
- No blocking issues identified
- Ready for Phase 1 implementation

## Date
2026-01-23

## Authors
- System Architecture Designer
- Quality Engineering Team

## Context

### Problem Statement

Claude Flow V3 requires comprehensive quality engineering (QE) capabilities for:
1. **Automated test generation** across multiple paradigms (unit, integration, E2E, BDD)
2. **Intelligent coverage analysis** with gap detection and prioritization
3. **Defect prediction** using ML-based quality intelligence
4. **Contract testing** for distributed systems (OpenAPI, GraphQL, gRPC)
5. **Visual and accessibility testing** for UI components
6. **Chaos engineering** and resilience validation
7. **Security compliance** automation (SAST, DAST, audit trails)

The current V3 architecture provides agent coordination (`@claude-flow/plugins`), memory management (`@claude-flow/memory`), and security primitives (`@claude-flow/security`), but lacks specialized QE capabilities.

### Agentic-QE Package Analysis

The `agentic-qe` package (v3.2.3) provides a comprehensive Quality Engineering framework:

| Component | Description | Performance |
|-----------|-------------|-------------|
| **51 QE Agents** | Specialized agents across 12 DDD bounded contexts | O(1) dispatch |
| **7 TDD Subagents** | London-style TDD with red-green-refactor cycles | <500ms per cycle |
| **ReasoningBank Learning** | HNSW-indexed pattern storage with Dream cycles | 150x faster search |
| **TinyDancer Model Routing** | 3-tier routing (Haiku/Sonnet/Opus) | <5ms routing |
| **Queen Coordinator** | Hierarchical orchestration with Byzantine tolerance | O(log n) consensus |
| **O(log n) Coverage** | Johnson-Lindenstrauss projected gap detection | 12,500x faster |
| **Browser Automation** | @claude-flow/browser integration | Full Playwright |
| **MCP Server** | All tools via Model Context Protocol | <100ms response |

### 12 Bounded Contexts

```
agentic-qe/
├── test-generation/          # AI-powered test creation (unit, integration, E2E)
├── test-execution/           # Parallel execution, retry, reporting
├── coverage-analysis/        # O(log n) gap detection, prioritization
├── quality-assessment/       # Quality gates, readiness decisions
├── defect-intelligence/      # Prediction, root cause analysis
├── requirements-validation/  # BDD, testability analysis
├── code-intelligence/        # Knowledge graph, semantic search
├── security-compliance/      # SAST, DAST, audit trails
├── contract-testing/         # OpenAPI, GraphQL, gRPC contracts
├── visual-accessibility/     # Visual regression, WCAG compliance
├── chaos-resilience/         # Chaos engineering, load testing
└── learning-optimization/    # Cross-domain transfer learning
```

### Shared Dependencies

| Dependency | agentic-qe | claude-flow V3 | Strategy |
|------------|------------|----------------|----------|
| `@ruvector/attention` | Core attention | ADR-028 integration | **Reuse** V3 instance |
| `@ruvector/gnn` | Code graphs | ADR-029 integration | **Reuse** V3 instance |
| `@ruvector/sona` | Self-learning | ReasoningBank | **Bridge** via adapter |
| `hnswlib-node` | Vector search | @claude-flow/memory | **Share** index |
| `better-sqlite3` | Persistence | sql.js (WASM) | **Separate** DBs |
| `@xenova/transformers` | Embeddings | @claude-flow/embeddings | **Share** model |

---

## Decision

Integrate `agentic-qe` as a **first-class plugin** for Claude Flow V3 using the `@claude-flow/plugins` SDK with clear bounded context mapping, shared infrastructure coordination, and security isolation.

### Architecture Overview

```
┌─────────────────────────────────────────────────────────────────────────────────┐
│                              Claude Flow V3                                      │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   ┌────────────────────────────────────────────────────────────────────────┐    │
│   │                    @claude-flow/plugins Registry                        │    │
│   │  ┌────────────┐  ┌────────────┐  ┌────────────┐  ┌─────────────────┐  │    │
│   │  │   Core     │  │  Security  │  │  Memory    │  │  agentic-qe     │  │    │
│   │  │  Plugins   │  │  Plugins   │  │  Plugins   │  │  Plugin (NEW)   │  │    │
│   │  └────────────┘  └────────────┘  └────────────┘  └─────────────────┘  │    │
│   └────────────────────────────────────────────────────────────────────────┘    │
│                                        │                                         │
│                                        ▼                                         │
│   ┌────────────────────────────────────────────────────────────────────────┐    │
│   │                    Shared Infrastructure Layer                          │    │
│   ├────────────────────────────────────────────────────────────────────────┤    │
│   │                                                                          │    │
│   │  ┌─────────────────┐  ┌─────────────────┐  ┌─────────────────────────┐ │    │
│   │  │  Memory Service  │  │  RuVector Layer │  │  MCP Server             │ │    │
│   │  │  (AgentDB/HNSW) │  │  (Attention/GNN)│  │  (Tool Registry)        │ │    │
│   │  └─────────────────┘  └─────────────────┘  └─────────────────────────┘ │    │
│   │                                                                          │    │
│   │  ┌─────────────────┐  ┌─────────────────┐  ┌─────────────────────────┐ │    │
│   │  │  Hive Mind      │  │  Security Module│  │  Embeddings Service     │ │    │
│   │  │  (Coordination) │  │  (ADR-013)      │  │  (ONNX/Hyperbolic)      │ │    │
│   │  └─────────────────┘  └─────────────────┘  └─────────────────────────┘ │    │
│   │                                                                          │    │
│   └────────────────────────────────────────────────────────────────────────┘    │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘
                                        │
                                        ▼
┌─────────────────────────────────────────────────────────────────────────────────┐
│                          agentic-qe Plugin Internals                             │
├─────────────────────────────────────────────────────────────────────────────────┤
│                                                                                  │
│   ┌───────────────────┐  ┌───────────────────┐  ┌───────────────────────────┐   │
│   │  Anti-Corruption  │  │  Context Mapping  │  │  Security Sandbox         │   │
│   │  Layer (ACL)      │  │  Service          │  │  (Test Execution)         │   │
│   └───────────────────┘  └───────────────────┘  └───────────────────────────┘   │
│              │                     │                        │                    │
│              └─────────────────────┼────────────────────────┘                    │
│                                    │                                             │
│                                    ▼                                             │
│   ┌──────────────────────────────────────────────────────────────────────────┐  │
│   │                    12 Bounded Contexts (QE Domains)                       │  │
│   ├──────────────────────────────────────────────────────────────────────────┤  │
│   │                                                                           │  │
│   │  ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────────────┐ │  │
│   │  │ test-gen    │ │ test-exec   │ │ coverage    │ │ quality-assessment  │ │  │
│   │  │ (12 agents) │ │ (8 agents)  │ │ (6 agents)  │ │ (5 agents)          │ │  │
│   │  └─────────────┘ └─────────────┘ └─────────────┘ └─────────────────────┘ │  │
│   │                                                                           │  │
│   │  ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────────────┐ │  │
│   │  │ defect-intel│ │ req-valid   │ │ code-intel  │ │ security-compliance │ │  │
│   │  │ (4 agents)  │ │ (3 agents)  │ │ (5 agents)  │ │ (4 agents)          │ │  │
│   │  └─────────────┘ └─────────────┘ └─────────────┘ └─────────────────────┘ │  │
│   │                                                                           │  │
│   │  ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────────────┐ │  │
│   │  │ contract    │ │ visual-a11y │ │ chaos       │ │ learning-optimize   │ │  │
│   │  │ (3 agents)  │ │ (3 agents)  │ │ (4 agents)  │ │ (2 agents)          │ │  │
│   │  └─────────────┘ └─────────────┘ └─────────────┘ └─────────────────────┘ │  │
│   │                                                                           │  │
│   └──────────────────────────────────────────────────────────────────────────┘  │
│                                                                                  │
└─────────────────────────────────────────────────────────────────────────────────┘
```

---

## Detailed Design

### 1. Plugin Architecture

#### 1.1 Plugin Registration

```typescript
// v3/plugins/agentic-qe/src/index.ts

import { PluginBuilder, HookEvent, HookPriority } from '@claude-flow/plugins';
import { AgenticQEBridge } from './infrastructure/agentic-qe-bridge';
import { ContextMapper } from './infrastructure/context-mapper';
import { SecuritySandbox } from './infrastructure/security-sandbox';
import { mcpTools } from './mcp-tools';
import { hooks } from './hooks';
import { workers } from './workers';

export const agenticQEPlugin = new PluginBuilder('agentic-qe', '3.2.3')
  .withDescription('Quality Engineering plugin with 51 specialized agents across 12 DDD bounded contexts')
  .withAuthor('rUv')
  .withLicense('MIT')
  .withDependencies([
    '@claude-flow/memory',
    '@claude-flow/security',
    '@claude-flow/embeddings'
  ])
  .withCapabilities([
    'test-generation',
    'test-execution',
    'coverage-analysis',
    'quality-assessment',
    'defect-intelligence',
    'requirements-validation',
    'code-intelligence',
    'security-compliance',
    'contract-testing',
    'visual-accessibility',
    'chaos-resilience',
    'learning-optimization'
  ])
  .withMCPTools(mcpTools)
  .withHooks(hooks)
  .withWorkers(workers)
  .onInitialize(async (context) => {
    // Initialize shared infrastructure bridges
    const memoryService = context.get('memory');
    const securityModule = context.get('security');
    const embeddingsService = context.get('embeddings');

    // Create anti-corruption layer
    const bridge = new AgenticQEBridge({
      memory: memoryService,
      security: securityModule,
      embeddings: embeddingsService,
      namespace: 'aqe/v3'
    });

    // Initialize context mapper for domain translation
    const contextMapper = new ContextMapper({
      v3Domains: ['Security', 'Core', 'Memory', 'Integration', 'Coordination'],
      qeContexts: [
        'test-generation', 'test-execution', 'coverage-analysis',
        'quality-assessment', 'defect-intelligence', 'requirements-validation',
        'code-intelligence', 'security-compliance', 'contract-testing',
        'visual-accessibility', 'chaos-resilience', 'learning-optimization'
      ]
    });

    // Initialize security sandbox for test execution
    const sandbox = new SecuritySandbox({
      maxExecutionTime: 30000, // 30s max per test
      memoryLimit: 512 * 1024 * 1024, // 512MB
      networkPolicy: 'restricted', // No external calls by default
      fileSystemPolicy: 'workspace-only'
    });

    // Store instances in plugin context
    context.set('aqe.bridge', bridge);
    context.set('aqe.contextMapper', contextMapper);
    context.set('aqe.sandbox', sandbox);

    // Initialize namespaces in memory service
    await bridge.initializeNamespaces();

    return { success: true };
  })
  .onShutdown(async (context) => {
    const bridge = context.get<AgenticQEBridge>('aqe.bridge');
    await bridge.cleanup();
    return { success: true };
  })
  .build();
```

#### 1.2 Context Domain Mapping

```typescript
// v3/plugins/agentic-qe/src/infrastructure/context-mapper.ts

export interface ContextMapping {
  qeContext: string;
  v3Domains: string[];
  agents: string[];
  memoryNamespace: string;
  securityLevel: 'low' | 'medium' | 'high' | 'critical';
}

export class ContextMapper {
  private mappings: Map<string, ContextMapping> = new Map();

  constructor(config: ContextMapperConfig) {
    this.initializeMappings();
  }

  private initializeMappings(): void {
    // Map QE contexts to V3 domains
    this.mappings.set('test-generation', {
      qeContext: 'test-generation',
      v3Domains: ['Core', 'Integration'],
      agents: [
        'unit-test-generator', 'integration-test-generator',
        'e2e-test-generator', 'property-test-generator',
        'mutation-test-generator', 'fuzz-test-generator',
        'api-test-generator', 'performance-test-generator',
        'security-test-generator', 'accessibility-test-generator',
        'contract-test-generator', 'bdd-test-generator'
      ],
      memoryNamespace: 'aqe/v3/test-generation',
      securityLevel: 'medium'
    });

    this.mappings.set('test-execution', {
      qeContext: 'test-execution',
      v3Domains: ['Core', 'Coordination'],
      agents: [
        'test-runner', 'parallel-executor', 'retry-manager',
        'result-aggregator', 'flaky-test-detector',
        'timeout-manager', 'resource-allocator', 'test-reporter'
      ],
      memoryNamespace: 'aqe/v3/test-execution',
      securityLevel: 'high' // Executes code
    });

    this.mappings.set('coverage-analysis', {
      qeContext: 'coverage-analysis',
      v3Domains: ['Core', 'Memory'],
      agents: [
        'coverage-collector', 'gap-detector', 'priority-ranker',
        'hotspot-analyzer', 'trend-tracker', 'impact-assessor'
      ],
      memoryNamespace: 'aqe/v3/coverage',
      securityLevel: 'low'
    });

    this.mappings.set('quality-assessment', {
      qeContext: 'quality-assessment',
      v3Domains: ['Core'],
      agents: [
        'quality-gate-evaluator', 'readiness-assessor',
        'risk-calculator', 'metric-aggregator', 'decision-maker'
      ],
      memoryNamespace: 'aqe/v3/quality',
      securityLevel: 'low'
    });

    this.mappings.set('defect-intelligence', {
      qeContext: 'defect-intelligence',
      v3Domains: ['Core', 'Memory'],
      agents: [
        'defect-predictor', 'root-cause-analyzer',
        'pattern-detector', 'regression-tracker'
      ],
      memoryNamespace: 'aqe/v3/defects',
      securityLevel: 'low'
    });

    this.mappings.set('requirements-validation', {
      qeContext: 'requirements-validation',
      v3Domains: ['Core'],
      agents: [
        'bdd-validator', 'testability-analyzer', 'requirement-tracer'
      ],
      memoryNamespace: 'aqe/v3/requirements',
      securityLevel: 'low'
    });

    this.mappings.set('code-intelligence', {
      qeContext: 'code-intelligence',
      v3Domains: ['Core', 'Memory', 'Integration'],
      agents: [
        'knowledge-graph-builder', 'semantic-searcher',
        'dependency-analyzer', 'complexity-assessor', 'pattern-miner'
      ],
      memoryNamespace: 'aqe/v3/code-intel',
      securityLevel: 'medium'
    });

    this.mappings.set('security-compliance', {
      qeContext: 'security-compliance',
      v3Domains: ['Security'],
      agents: [
        'sast-scanner', 'dast-scanner',
        'audit-trail-manager', 'compliance-checker'
      ],
      memoryNamespace: 'aqe/v3/security',
      securityLevel: 'critical'
    });

    this.mappings.set('contract-testing', {
      qeContext: 'contract-testing',
      v3Domains: ['Integration'],
      agents: [
        'openapi-validator', 'graphql-validator', 'grpc-validator'
      ],
      memoryNamespace: 'aqe/v3/contracts',
      securityLevel: 'medium'
    });

    this.mappings.set('visual-accessibility', {
      qeContext: 'visual-accessibility',
      v3Domains: ['Integration'],
      agents: [
        'visual-regression-detector', 'wcag-checker', 'screenshot-differ'
      ],
      memoryNamespace: 'aqe/v3/visual',
      securityLevel: 'medium'
    });

    this.mappings.set('chaos-resilience', {
      qeContext: 'chaos-resilience',
      v3Domains: ['Core', 'Coordination'],
      agents: [
        'chaos-injector', 'load-generator',
        'resilience-assessor', 'recovery-validator'
      ],
      memoryNamespace: 'aqe/v3/chaos',
      securityLevel: 'critical' // Can disrupt systems
    });

    this.mappings.set('learning-optimization', {
      qeContext: 'learning-optimization',
      v3Domains: ['Memory', 'Integration'],
      agents: [
        'cross-domain-learner', 'pattern-optimizer'
      ],
      memoryNamespace: 'aqe/v3/learning',
      securityLevel: 'low'
    });
  }

  getMapping(context: string): ContextMapping | undefined {
    return this.mappings.get(context);
  }

  getV3DomainsForContext(context: string): string[] {
    return this.mappings.get(context)?.v3Domains ?? [];
  }

  getAgentsForContext(context: string): string[] {
    return this.mappings.get(context)?.agents ?? [];
  }

  getAllAgents(): string[] {
    return Array.from(this.mappings.values())
      .flatMap(m => m.agents);
  }
}
```

### 2. Memory Namespace Coordination

```typescript
// v3/plugins/agentic-qe/src/infrastructure/agentic-qe-bridge.ts

import type { IMemoryService } from '@claude-flow/memory';
import type { SecurityModule } from '@claude-flow/security';
import type { EmbeddingsService } from '@claude-flow/embeddings';

export interface AgenticQEBridgeConfig {
  memory: IMemoryService;
  security: SecurityModule;
  embeddings: EmbeddingsService;
  namespace: string;
}

export interface QEMemoryNamespace {
  name: string;
  description: string;
  vectorDimension: number;
  hnswConfig: {
    m: number;
    efConstruction: number;
    efSearch: number;
  };
  schema: Record<string, { type: string; index?: boolean }>;
}

export class AgenticQEBridge {
  private config: AgenticQEBridgeConfig;
  private namespaces: QEMemoryNamespace[] = [];

  constructor(config: AgenticQEBridgeConfig) {
    this.config = config;
    this.defineNamespaces();
  }

  private defineNamespaces(): void {
    // Root namespace for all agentic-qe data
    this.namespaces = [
      {
        name: 'aqe/v3/test-patterns',
        description: 'Learned test generation patterns',
        vectorDimension: 384,
        hnswConfig: { m: 16, efConstruction: 200, efSearch: 100 },
        schema: {
          patternType: { type: 'string', index: true },
          language: { type: 'string', index: true },
          framework: { type: 'string', index: true },
          effectiveness: { type: 'number' },
          usageCount: { type: 'number' }
        }
      },
      {
        name: 'aqe/v3/coverage-data',
        description: 'Coverage analysis results and gaps',
        vectorDimension: 384,
        hnswConfig: { m: 12, efConstruction: 150, efSearch: 50 },
        schema: {
          filePath: { type: 'string', index: true },
          linesCovered: { type: 'number' },
          linesTotal: { type: 'number' },
          branchCoverage: { type: 'number' },
          gapType: { type: 'string', index: true },
          priority: { type: 'number' }
        }
      },
      {
        name: 'aqe/v3/defect-patterns',
        description: 'Defect intelligence and predictions',
        vectorDimension: 384,
        hnswConfig: { m: 16, efConstruction: 200, efSearch: 100 },
        schema: {
          defectType: { type: 'string', index: true },
          severity: { type: 'string', index: true },
          rootCause: { type: 'string' },
          resolution: { type: 'string' },
          recurrence: { type: 'number' }
        }
      },
      {
        name: 'aqe/v3/code-knowledge',
        description: 'Code intelligence knowledge graph',
        vectorDimension: 384,
        hnswConfig: { m: 24, efConstruction: 300, efSearch: 150 },
        schema: {
          nodeType: { type: 'string', index: true },
          nodeName: { type: 'string', index: true },
          filePath: { type: 'string', index: true },
          complexity: { type: 'number' },
          dependencies: { type: 'string' } // JSON array
        }
      },
      {
        name: 'aqe/v3/security-findings',
        description: 'Security scan findings and compliance',
        vectorDimension: 384,
        hnswConfig: { m: 16, efConstruction: 200, efSearch: 100 },
        schema: {
          findingType: { type: 'string', index: true },
          severity: { type: 'string', index: true },
          cweId: { type: 'string', index: true },
          filePath: { type: 'string' },
          lineNumber: { type: 'number' },
          remediation: { type: 'string' }
        }
      },
      {
        name: 'aqe/v3/contracts',
        description: 'API contract definitions and validations',
        vectorDimension: 384,
        hnswConfig: { m: 12, efConstruction: 150, efSearch: 50 },
        schema: {
          contractType: { type: 'string', index: true },
          serviceName: { type: 'string', index: true },
          version: { type: 'string' },
          endpoint: { type: 'string' },
          validationStatus: { type: 'string', index: true }
        }
      },
      {
        name: 'aqe/v3/visual-baselines',
        description: 'Visual regression baselines and diffs',
        vectorDimension: 768, // Higher dim for image embeddings
        hnswConfig: { m: 32, efConstruction: 400, efSearch: 200 },
        schema: {
          componentId: { type: 'string', index: true },
          viewport: { type: 'string', index: true },
          baselineHash: { type: 'string' },
          lastUpdated: { type: 'number' }
        }
      },
      {
        name: 'aqe/v3/chaos-experiments',
        description: 'Chaos engineering experiments and results',
        vectorDimension: 384,
        hnswConfig: { m: 12, efConstruction: 150, efSearch: 50 },
        schema: {
          experimentType: { type: 'string', index: true },
          targetService: { type: 'string', index: true },
          failureMode: { type: 'string' },
          impactLevel: { type: 'string' },
          recoveryTime: { type: 'number' }
        }
      },
      {
        name: 'aqe/v3/learning-trajectories',
        description: 'ReasoningBank learning trajectories for QE',
        vectorDimension: 384,
        hnswConfig: { m: 16, efConstruction: 200, efSearch: 100 },
        schema: {
          taskType: { type: 'string', index: true },
          agentId: { type: 'string', index: true },
          success: { type: 'boolean', index: true },
          reward: { type: 'number' },
          trajectory: { type: 'string' } // JSON array of steps
        }
      }
    ];
  }

  async initializeNamespaces(): Promise<void> {
    for (const ns of this.namespaces) {
      await this.config.memory.createNamespace(ns.name, {
        vectorDimension: ns.vectorDimension,
        hnswConfig: ns.hnswConfig,
        schema: ns.schema
      });
    }
  }

  async cleanup(): Promise<void> {
    // Optional: cleanup temporary data, keep learned patterns
    const tempNamespaces = [
      'aqe/v3/coverage-data' // Regenerated each analysis
    ];

    for (const ns of tempNamespaces) {
      await this.config.memory.clearNamespace(ns);
    }
  }

  // Bridge methods for agentic-qe to access V3 memory
  async storeTestPattern(pattern: TestPattern): Promise<string> {
    const embedding = await this.config.embeddings.generate(pattern.description);
    return this.config.memory.store({
      namespace: 'aqe/v3/test-patterns',
      content: JSON.stringify(pattern),
      embedding,
      metadata: {
        patternType: pattern.type,
        language: pattern.language,
        framework: pattern.framework
      }
    });
  }

  async searchSimilarPatterns(query: string, k: number = 10): Promise<TestPattern[]> {
    const embedding = await this.config.embeddings.generate(query);
    const results = await this.config.memory.searchSemantic(embedding, k, {
      namespace: 'aqe/v3/test-patterns'
    });
    return results.map(r => JSON.parse(r.content));
  }
}
```

### 3. MCP Tool Registration

```typescript
// v3/plugins/agentic-qe/src/mcp-tools/index.ts

import type { MCPTool } from '@claude-flow/plugins';

export const mcpTools: MCPTool[] = [
  // Test Generation Tools
  {
    name: 'aqe/generate-tests',
    description: 'Generate tests for code using AI-powered test generation',
    category: 'test-generation',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        targetPath: { type: 'string', description: 'Path to file/directory to test' },
        testType: {
          type: 'string',
          enum: ['unit', 'integration', 'e2e', 'property', 'mutation', 'fuzz'],
          default: 'unit'
        },
        framework: {
          type: 'string',
          enum: ['vitest', 'jest', 'mocha', 'pytest', 'junit'],
          description: 'Test framework to use'
        },
        coverage: {
          type: 'object',
          properties: {
            target: { type: 'number', description: 'Target coverage %', default: 80 },
            focusGaps: { type: 'boolean', default: true }
          }
        },
        style: {
          type: 'string',
          enum: ['tdd-london', 'tdd-chicago', 'bdd', 'example-based'],
          default: 'tdd-london'
        }
      },
      required: ['targetPath']
    },
    handler: async (input, context) => {
      const bridge = context.get<AgenticQEBridge>('aqe.bridge');
      const sandbox = context.get<SecuritySandbox>('aqe.sandbox');

      // Generate tests using agentic-qe engine
      const result = await sandbox.execute(async () => {
        const { TestGenerationService } = await import('agentic-qe');
        const service = new TestGenerationService({
          memory: bridge,
          model: context.get('modelRouter') // TinyDancer routing
        });

        return service.generate({
          target: input.targetPath,
          type: input.testType,
          framework: input.framework,
          coverageTarget: input.coverage?.target,
          focusGaps: input.coverage?.focusGaps,
          style: input.style
        });
      });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  },

  // Coverage Analysis Tools
  {
    name: 'aqe/analyze-coverage',
    description: 'Analyze code coverage with O(log n) gap detection',
    category: 'coverage-analysis',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        coverageReport: { type: 'string', description: 'Path to coverage report (lcov/json)' },
        targetPath: { type: 'string', description: 'Path to analyze' },
        algorithm: {
          type: 'string',
          enum: ['johnson-lindenstrauss', 'full-scan'],
          default: 'johnson-lindenstrauss'
        },
        prioritize: { type: 'boolean', default: true }
      },
      required: ['targetPath']
    },
    handler: async (input, context) => {
      const bridge = context.get<AgenticQEBridge>('aqe.bridge');

      const { CoverageAnalysisService } = await import('agentic-qe');
      const service = new CoverageAnalysisService({ memory: bridge });

      const result = await service.analyze({
        report: input.coverageReport,
        target: input.targetPath,
        algorithm: input.algorithm,
        prioritize: input.prioritize
      });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  },

  // Security Compliance Tools
  {
    name: 'aqe/security-scan',
    description: 'Run SAST/DAST security scans with compliance checking',
    category: 'security-compliance',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        targetPath: { type: 'string', description: 'Path to scan' },
        scanType: {
          type: 'string',
          enum: ['sast', 'dast', 'both'],
          default: 'sast'
        },
        compliance: {
          type: 'array',
          items: { type: 'string', enum: ['owasp-top-10', 'sans-25', 'pci-dss', 'hipaa'] },
          default: ['owasp-top-10']
        },
        severity: {
          type: 'string',
          enum: ['all', 'critical', 'high', 'medium'],
          default: 'all'
        }
      },
      required: ['targetPath']
    },
    handler: async (input, context) => {
      const securityModule = context.get('security');
      const bridge = context.get<AgenticQEBridge>('aqe.bridge');

      // Validate path before scanning
      const pathResult = await securityModule.pathValidator.validate(input.targetPath);
      if (!pathResult.valid) {
        throw new Error(`Path validation failed: ${pathResult.error}`);
      }

      const { SecurityComplianceService } = await import('agentic-qe');
      const service = new SecurityComplianceService({
        memory: bridge,
        security: securityModule
      });

      const result = await service.scan({
        target: pathResult.resolvedPath,
        type: input.scanType,
        compliance: input.compliance,
        severityFilter: input.severity
      });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  },

  // Contract Testing Tools
  {
    name: 'aqe/validate-contract',
    description: 'Validate API contracts (OpenAPI, GraphQL, gRPC)',
    category: 'contract-testing',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        contractPath: { type: 'string', description: 'Path to contract definition' },
        contractType: {
          type: 'string',
          enum: ['openapi', 'graphql', 'grpc', 'asyncapi'],
          description: 'Type of contract'
        },
        targetUrl: { type: 'string', description: 'URL to validate against (optional)' },
        strict: { type: 'boolean', default: true }
      },
      required: ['contractPath', 'contractType']
    },
    handler: async (input, context) => {
      const bridge = context.get<AgenticQEBridge>('aqe.bridge');

      const { ContractTestingService } = await import('agentic-qe');
      const service = new ContractTestingService({ memory: bridge });

      const result = await service.validate({
        contract: input.contractPath,
        type: input.contractType,
        targetUrl: input.targetUrl,
        strict: input.strict
      });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  },

  // Chaos Engineering Tools
  {
    name: 'aqe/chaos-inject',
    description: 'Inject chaos failures for resilience testing',
    category: 'chaos-resilience',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        target: { type: 'string', description: 'Target service/component' },
        failureType: {
          type: 'string',
          enum: ['network-latency', 'network-partition', 'cpu-stress', 'memory-pressure', 'disk-failure', 'process-kill'],
          description: 'Type of failure to inject'
        },
        duration: { type: 'number', description: 'Duration in seconds', default: 30 },
        intensity: { type: 'number', description: 'Intensity 0-1', default: 0.5 },
        dryRun: { type: 'boolean', default: true }
      },
      required: ['target', 'failureType']
    },
    handler: async (input, context) => {
      const sandbox = context.get<SecuritySandbox>('aqe.sandbox');

      // Chaos injection requires elevated security checks
      if (!input.dryRun) {
        const confirmed = await context.get('ui')?.confirm(
          `WARNING: This will inject ${input.failureType} into ${input.target} for ${input.duration}s. Continue?`
        );
        if (!confirmed) {
          return {
            content: [{
              type: 'text',
              text: 'Chaos injection cancelled by user'
            }]
          };
        }
      }

      const result = await sandbox.execute(async () => {
        const { ChaosResilienceService } = await import('agentic-qe');
        const service = new ChaosResilienceService();

        return service.inject({
          target: input.target,
          failure: input.failureType,
          duration: input.duration,
          intensity: input.intensity,
          dryRun: input.dryRun
        });
      }, { securityLevel: 'critical' });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  },

  // Quality Gate Evaluation
  {
    name: 'aqe/evaluate-quality-gate',
    description: 'Evaluate quality gates for release readiness',
    category: 'quality-assessment',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        gates: {
          type: 'array',
          items: {
            type: 'object',
            properties: {
              metric: { type: 'string' },
              operator: { type: 'string', enum: ['>', '<', '>=', '<=', '=='] },
              threshold: { type: 'number' }
            }
          },
          description: 'Quality gate definitions'
        },
        defaults: {
          type: 'string',
          enum: ['strict', 'standard', 'minimal'],
          default: 'standard'
        }
      }
    },
    handler: async (input, context) => {
      const bridge = context.get<AgenticQEBridge>('aqe.bridge');

      const { QualityAssessmentService } = await import('agentic-qe');
      const service = new QualityAssessmentService({ memory: bridge });

      const result = await service.evaluateGates({
        gates: input.gates,
        defaults: input.defaults
      });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  },

  // Defect Intelligence
  {
    name: 'aqe/predict-defects',
    description: 'Predict potential defects using ML-based analysis',
    category: 'defect-intelligence',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        targetPath: { type: 'string', description: 'Path to analyze' },
        depth: {
          type: 'string',
          enum: ['shallow', 'medium', 'deep'],
          default: 'medium'
        },
        includeRootCause: { type: 'boolean', default: true }
      },
      required: ['targetPath']
    },
    handler: async (input, context) => {
      const bridge = context.get<AgenticQEBridge>('aqe.bridge');

      const { DefectIntelligenceService } = await import('agentic-qe');
      const service = new DefectIntelligenceService({ memory: bridge });

      const result = await service.predict({
        target: input.targetPath,
        depth: input.depth,
        includeRootCause: input.includeRootCause
      });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  },

  // TDD Cycle Tool (7 subagents)
  {
    name: 'aqe/tdd-cycle',
    description: 'Execute TDD red-green-refactor cycle with 7 specialized subagents',
    category: 'test-generation',
    version: '3.2.3',
    inputSchema: {
      type: 'object',
      properties: {
        requirement: { type: 'string', description: 'Requirement/story to implement' },
        targetPath: { type: 'string', description: 'Path to implement in' },
        style: {
          type: 'string',
          enum: ['london', 'chicago'],
          default: 'london'
        },
        maxCycles: { type: 'number', default: 10 }
      },
      required: ['requirement', 'targetPath']
    },
    handler: async (input, context) => {
      const bridge = context.get<AgenticQEBridge>('aqe.bridge');
      const sandbox = context.get<SecuritySandbox>('aqe.sandbox');

      const result = await sandbox.execute(async () => {
        const { TDDCycleService } = await import('agentic-qe');
        const service = new TDDCycleService({
          memory: bridge,
          model: context.get('modelRouter')
        });

        return service.execute({
          requirement: input.requirement,
          target: input.targetPath,
          style: input.style,
          maxCycles: input.maxCycles,
          // Use 7 TDD subagents
          agents: [
            'requirement-analyzer',
            'test-designer',
            'red-phase-executor',
            'green-phase-implementer',
            'refactor-advisor',
            'coverage-verifier',
            'cycle-coordinator'
          ]
        });
      });

      return {
        content: [{
          type: 'text',
          text: JSON.stringify(result, null, 2)
        }]
      };
    }
  }
];
```

### 4. TinyDancer to ADR-026 Model Routing Alignment

```typescript
// v3/plugins/agentic-qe/src/infrastructure/model-routing-adapter.ts

import type { EnhancedModelRouter, EnhancedRouteResult } from '@claude-flow/cli/ruvector';

/**
 * Adapter to align TinyDancer model routing with ADR-026 Agent Booster routing
 */
export class ModelRoutingAdapter {
  private v3Router: EnhancedModelRouter;

  constructor(v3Router: EnhancedModelRouter) {
    this.v3Router = v3Router;
  }

  /**
   * Map TinyDancer task categories to ADR-026 routing
   */
  async routeQETask(task: QETask): Promise<ModelRouteResult> {
    // TinyDancer categories mapped to complexity
    const complexityMap: Record<string, number> = {
      // Tier 1: Agent Booster (simple transforms)
      'add-test-import': 0.1,
      'add-test-describe': 0.15,
      'add-assertion': 0.2,

      // Tier 2: Haiku (simple generation)
      'generate-unit-test': 0.3,
      'generate-mock': 0.35,
      'analyze-coverage-line': 0.25,

      // Tier 2: Sonnet (medium complexity)
      'generate-integration-test': 0.5,
      'analyze-coverage-branch': 0.45,
      'predict-defect-simple': 0.4,
      'validate-contract-simple': 0.45,

      // Tier 3: Opus (high complexity)
      'generate-e2e-test': 0.7,
      'root-cause-analysis': 0.8,
      'chaos-experiment-design': 0.85,
      'architecture-analysis': 0.9,
      'security-audit-deep': 0.95
    };

    const complexity = complexityMap[task.category] ?? 0.5;

    // Use V3 router for actual model selection
    const routeResult = await this.v3Router.route(task.description, {
      filePath: task.targetPath
    });

    // Enhance with QE-specific routing hints
    return {
      ...routeResult,
      qeCategory: task.category,
      qeComplexity: complexity,
      recommendedAgents: this.getRecommendedAgents(task.category, routeResult.tier)
    };
  }

  private getRecommendedAgents(category: string, tier: 1 | 2 | 3): string[] {
    // Map tier to agent allocation
    const tierAgentCounts = {
      1: 1,  // Single agent for simple tasks
      2: 3,  // Small team for medium tasks
      3: 5   // Full team for complex tasks
    };

    const agentCount = tierAgentCounts[tier];

    // Get agents for this category
    const categoryAgents: Record<string, string[]> = {
      'generate-unit-test': ['unit-test-generator'],
      'generate-integration-test': ['integration-test-generator', 'mock-generator', 'test-runner'],
      'generate-e2e-test': ['e2e-test-generator', 'browser-automation', 'test-runner', 'result-aggregator', 'visual-regression-detector'],
      'root-cause-analysis': ['root-cause-analyzer', 'defect-predictor', 'pattern-detector', 'code-intelligence', 'knowledge-graph-builder'],
      'chaos-experiment-design': ['chaos-injector', 'resilience-assessor', 'recovery-validator', 'load-generator', 'metric-aggregator']
    };

    return (categoryAgents[category] ?? ['generic-qe-agent']).slice(0, agentCount);
  }
}

interface QETask {
  category: string;
  description: string;
  targetPath?: string;
}

interface ModelRouteResult extends EnhancedRouteResult {
  qeCategory: string;
  qeComplexity: number;
  recommendedAgents: string[];
}
```

### 5. Queen Coordinator to Hive Mind Integration

```typescript
// v3/plugins/agentic-qe/src/infrastructure/queen-hive-bridge.ts

import type { HiveMindService } from '@claude-flow/coordination';

/**
 * Bridge between agentic-qe Queen Coordinator and claude-flow Hive Mind
 */
export class QueenHiveBridge {
  private hiveMind: HiveMindService;
  private queenId: string;

  constructor(hiveMind: HiveMindService) {
    this.hiveMind = hiveMind;
    this.queenId = `aqe-queen-${Date.now()}`;
  }

  /**
   * Register QE Queen as a specialized coordinator in Hive Mind
   */
  async registerQueen(): Promise<void> {
    await this.hiveMind.join({
      agentId: this.queenId,
      role: 'queen', // Special role in hierarchical topology
      capabilities: [
        'qe-coordination',
        'test-orchestration',
        'coverage-coordination',
        'quality-gate-enforcement'
      ],
      metadata: {
        source: 'agentic-qe',
        version: '3.2.3',
        contexts: [
          'test-generation', 'test-execution', 'coverage-analysis',
          'quality-assessment', 'defect-intelligence'
        ]
      }
    });
  }

  /**
   * Coordinate QE swarm through Hive Mind
   */
  async coordinateQESwarm(task: QESwarmTask): Promise<QESwarmResult> {
    // Use Hive Mind consensus for agent allocation
    const consensusResult = await this.hiveMind.consensus({
      action: 'propose',
      type: 'agent-allocation',
      value: {
        task: task.id,
        requiredAgents: task.agents,
        priority: task.priority
      }
    });

    if (consensusResult.accepted) {
      // Broadcast task to allocated agents
      await this.hiveMind.broadcast({
        message: JSON.stringify({
          type: 'qe-task',
          taskId: task.id,
          payload: task.payload
        }),
        priority: task.priority === 'critical' ? 'critical' : 'normal',
        fromId: this.queenId
      });

      // Wait for agent results via shared memory
      return this.collectResults(task.id, task.agents.length);
    }

    throw new Error(`QE swarm consensus rejected: ${consensusResult.reason}`);
  }

  /**
   * Handle Byzantine fault tolerance for critical QE operations
   */
  async executeWithBFT<T>(
    operation: () => Promise<T>,
    replicaCount: number = 3
  ): Promise<T> {
    // Execute operation on multiple agents
    const results: T[] = [];
    const errors: Error[] = [];

    for (let i = 0; i < replicaCount; i++) {
      try {
        results.push(await operation());
      } catch (e) {
        errors.push(e as Error);
      }
    }

    // BFT: Need 2f+1 agreeing results (f = 1 for 3 replicas)
    if (results.length < 2) {
      throw new Error(`BFT consensus failed: only ${results.length}/${replicaCount} replicas succeeded`);
    }

    // Return majority result (simplified: first successful)
    return results[0];
  }

  private async collectResults(taskId: string, agentCount: number): Promise<QESwarmResult> {
    // Poll shared memory for results
    const results = await this.hiveMind.memory({
      action: 'get',
      key: `qe-task-results:${taskId}`
    });

    return {
      taskId,
      agentResults: results.value ? JSON.parse(results.value) : [],
      completedAgents: results.value ? JSON.parse(results.value).length : 0,
      totalAgents: agentCount
    };
  }
}

interface QESwarmTask {
  id: string;
  agents: string[];
  priority: 'low' | 'normal' | 'high' | 'critical';
  payload: unknown;
}

interface QESwarmResult {
  taskId: string;
  agentResults: unknown[];
  completedAgents: number;
  totalAgents: number;
}
```

### 6. Security Sandbox for Test Execution

```typescript
// v3/plugins/agentic-qe/src/infrastructure/security-sandbox.ts

import type { SecurityModule } from '@claude-flow/security';

export interface SandboxConfig {
  maxExecutionTime: number;  // ms
  memoryLimit: number;       // bytes
  networkPolicy: 'unrestricted' | 'restricted' | 'blocked';
  fileSystemPolicy: 'full' | 'workspace-only' | 'readonly' | 'none';
}

export interface SandboxExecutionOptions {
  securityLevel?: 'low' | 'medium' | 'high' | 'critical';
  allowNetwork?: boolean;
  allowFileWrite?: boolean;
  timeout?: number;
}

/**
 * Security sandbox for executing test code safely
 */
export class SecuritySandbox {
  private config: SandboxConfig;
  private securityModule?: SecurityModule;

  constructor(config: SandboxConfig) {
    this.config = config;
  }

  setSecurityModule(module: SecurityModule): void {
    this.securityModule = module;
  }

  /**
   * Execute code within security constraints
   */
  async execute<T>(
    fn: () => Promise<T>,
    options: SandboxExecutionOptions = {}
  ): Promise<T> {
    const timeout = options.timeout ?? this.config.maxExecutionTime;
    const level = options.securityLevel ?? 'medium';

    // Apply security policy based on level
    const policy = this.getPolicyForLevel(level);

    // Validate execution is allowed
    if (level === 'critical' && !this.securityModule) {
      throw new Error('Critical security level requires security module');
    }

    // Create timeout promise
    const timeoutPromise = new Promise<never>((_, reject) => {
      setTimeout(() => reject(new Error(`Execution timeout after ${timeout}ms`)), timeout);
    });

    // Create execution promise with resource tracking
    const executionPromise = this.executeWithPolicy(fn, policy);

    // Race execution against timeout
    return Promise.race([executionPromise, timeoutPromise]);
  }

  private getPolicyForLevel(level: 'low' | 'medium' | 'high' | 'critical'): ExecutionPolicy {
    const policies: Record<string, ExecutionPolicy> = {
      low: {
        allowNetwork: true,
        allowFileWrite: true,
        allowShell: true,
        maxMemory: this.config.memoryLimit,
        timeout: this.config.maxExecutionTime
      },
      medium: {
        allowNetwork: this.config.networkPolicy === 'unrestricted',
        allowFileWrite: this.config.fileSystemPolicy !== 'readonly' && this.config.fileSystemPolicy !== 'none',
        allowShell: false,
        maxMemory: this.config.memoryLimit,
        timeout: this.config.maxExecutionTime
      },
      high: {
        allowNetwork: false,
        allowFileWrite: this.config.fileSystemPolicy === 'workspace-only',
        allowShell: false,
        maxMemory: this.config.memoryLimit / 2,
        timeout: this.config.maxExecutionTime / 2
      },
      critical: {
        allowNetwork: false,
        allowFileWrite: false,
        allowShell: false,
        maxMemory: this.config.memoryLimit / 4,
        timeout: 5000 // 5s max for critical
      }
    };

    return policies[level];
  }

  private async executeWithPolicy<T>(
    fn: () => Promise<T>,
    policy: ExecutionPolicy
  ): Promise<T> {
    // Track memory usage (simplified)
    const startMemory = process.memoryUsage().heapUsed;

    try {
      const result = await fn();

      // Check memory limit wasn't exceeded
      const endMemory = process.memoryUsage().heapUsed;
      const memoryUsed = endMemory - startMemory;

      if (memoryUsed > policy.maxMemory) {
        console.warn(`Execution used ${memoryUsed} bytes, limit was ${policy.maxMemory}`);
      }

      return result;
    } catch (error) {
      // Sanitize error messages for security
      if (this.securityModule) {
        throw new Error(this.securityModule.sanitizeError(error as Error).message);
      }
      throw error;
    }
  }
}

interface ExecutionPolicy {
  allowNetwork: boolean;
  allowFileWrite: boolean;
  allowShell: boolean;
  maxMemory: number;
  timeout: number;
}
```

---

## Consequences

### Positive

1. **Comprehensive QE Capabilities**: 51 specialized agents across 12 bounded contexts
2. **Shared Infrastructure**: Reuses HNSW, AgentDB, RuVector investments
3. **Cost Optimization**: TinyDancer routing aligned with ADR-026 saves 75%+ on API costs
4. **Security Isolation**: Sandbox execution prevents test code from affecting system
5. **Learning Integration**: ReasoningBank patterns shared with V3 intelligence layer
6. **Hive Mind Coordination**: Queen Coordinator integrates with existing consensus
7. **MCP-First**: All tools accessible via Model Context Protocol

### Negative

1. **Dependency Addition**: agentic-qe adds ~2MB to install size
2. **Complexity**: 12 new bounded contexts to understand and maintain
3. **Resource Usage**: 51 agents require coordination overhead
4. **Version Coupling**: Must track agentic-qe releases

### Trade-offs

1. **Separate SQLite DB**: agentic-qe uses better-sqlite3 (native) vs V3's sql.js (WASM)
   - Decision: Accept separate DB files, bridge via memory service
2. **Dual Model Routers**: TinyDancer + ADR-026 EnhancedModelRouter
   - Decision: Adapter layer aligns both, uses V3 as primary

---

## Performance Targets

| Metric | Target | Rationale |
|--------|--------|-----------|
| Test generation latency | <2s for unit tests | TinyDancer Tier 2 routing |
| Coverage analysis | O(log n) | Johnson-Lindenstrauss projection |
| Quality gate evaluation | <500ms | Cached metrics aggregation |
| Security scan (SAST) | <10s per 1000 LOC | Parallel AST scanning |
| MCP tool response | <100ms | V3 MCP server requirement |
| Memory per context | <50MB | Bounded context isolation |

---

## Migration Path

### Phase 1: Plugin Scaffold (Week 1)
- Create `v3/plugins/agentic-qe/` structure
- Implement plugin manifest and registration
- Set up memory namespace definitions

### Phase 2: Core Integration (Week 2)
- Implement AgenticQEBridge anti-corruption layer
- Create ContextMapper for domain translation
- Implement SecuritySandbox for test execution

### Phase 3: MCP Tools (Week 3)
- Register all MCP tools
- Implement tool handlers with bridge integration
- Add to MCP server capabilities

### Phase 4: Coordination (Week 4)
- Implement QueenHiveBridge for Hive Mind integration
- Align TinyDancer with ADR-026 routing
- Integration testing with full swarm

### Phase 5: Documentation & Testing (Week 5)
- Complete DDD documentation
- E2E testing across all 12 contexts
- Performance validation

---

## Implementation Plan

### Required File Structure

```
v3/plugins/agentic-qe/
├── src/
│   ├── index.ts                      # Plugin entry point & exports
│   ├── plugin.ts                     # AQEPlugin class registration
│   ├── types.ts                      # TypeScript type definitions
│   ├── interfaces.ts                 # Public interfaces
│   ├── schemas.ts                    # Zod validation schemas
│   ├── constants.ts                  # Plugin constants
│   │
│   ├── bridges/                      # Anti-corruption layer
│   │   ├── index.ts                  # Bridge exports
│   │   ├── QEMemoryBridge.ts         # Memory domain integration
│   │   ├── QESecurityBridge.ts       # Security domain integration
│   │   ├── QECoreBridge.ts           # Core domain integration
│   │   ├── QEHiveBridge.ts           # Hive Mind coordination
│   │   └── QEModelRoutingAdapter.ts  # TinyDancer ↔ ADR-026 adapter
│   │
│   ├── tools/                        # MCP tool handlers (16 tools)
│   │   ├── index.ts                  # Tool registry
│   │   ├── test-generation/
│   │   │   ├── generate-tests.ts
│   │   │   └── tdd-cycle.ts
│   │   ├── coverage-analysis/
│   │   │   ├── analyze-coverage.ts
│   │   │   └── prioritize-gaps.ts
│   │   ├── quality-assessment/
│   │   │   ├── evaluate-quality-gate.ts
│   │   │   └── assess-readiness.ts
│   │   ├── defect-intelligence/
│   │   │   ├── predict-defects.ts
│   │   │   └── analyze-root-cause.ts
│   │   ├── security-compliance/
│   │   │   ├── security-scan.ts
│   │   │   └── audit-compliance.ts
│   │   ├── contract-testing/
│   │   │   ├── validate-contract.ts
│   │   │   └── compare-contracts.ts
│   │   ├── visual-accessibility/
│   │   │   ├── visual-regression.ts
│   │   │   └── check-accessibility.ts
│   │   └── chaos-resilience/
│   │       ├── chaos-inject.ts
│   │       └── assess-resilience.ts
│   │
│   ├── hooks/                        # Lifecycle hooks (5 hooks)
│   │   ├── index.ts
│   │   ├── pre-test-execution.ts
│   │   ├── pre-security-scan.ts
│   │   ├── post-test-execution.ts
│   │   ├── post-coverage-analysis.ts
│   │   └── post-security-scan.ts
│   │
│   ├── workers/                      # Background workers (3 workers)
│   │   ├── index.ts
│   │   ├── TestExecutorWorker.ts
│   │   ├── CoverageAnalyzerWorker.ts
│   │   └── SecurityScannerWorker.ts
│   │
│   ├── sandbox/                      # Security sandbox
│   │   ├── index.ts
│   │   ├── TestSandbox.ts
│   │   └── SandboxPolicy.ts
│   │
│   └── contexts/                     # Bounded context adapters
│       ├── index.ts
│       └── ContextMapper.ts
│
├── agents/                           # 51 agent definitions (YAML)
│   ├── test-generation/              # 12 agents
│   │   ├── unit-test-generator.yaml
│   │   ├── integration-test-generator.yaml
│   │   ├── e2e-test-generator.yaml
│   │   ├── property-test-generator.yaml
│   │   ├── mutation-test-generator.yaml
│   │   ├── fuzz-test-generator.yaml
│   │   ├── api-test-generator.yaml
│   │   ├── performance-test-generator.yaml
│   │   ├── security-test-generator.yaml
│   │   ├── accessibility-test-generator.yaml
│   │   ├── contract-test-generator.yaml
│   │   └── bdd-test-generator.yaml
│   ├── test-execution/               # 8 agents
│   │   ├── test-runner.yaml
│   │   ├── parallel-executor.yaml
│   │   ├── retry-manager.yaml
│   │   ├── result-aggregator.yaml
│   │   ├── flaky-test-detector.yaml
│   │   ├── timeout-manager.yaml
│   │   ├── resource-allocator.yaml
│   │   └── test-reporter.yaml
│   ├── coverage-analysis/            # 6 agents
│   │   ├── coverage-collector.yaml
│   │   ├── gap-detector.yaml
│   │   ├── priority-ranker.yaml
│   │   ├── hotspot-analyzer.yaml
│   │   ├── trend-tracker.yaml
│   │   └── impact-assessor.yaml
│   ├── quality-assessment/           # 5 agents
│   │   ├── quality-gate-evaluator.yaml
│   │   ├── readiness-assessor.yaml
│   │   ├── risk-calculator.yaml
│   │   ├── metric-aggregator.yaml
│   │   └── decision-maker.yaml
│   ├── defect-intelligence/          # 4 agents
│   │   ├── defect-predictor.yaml
│   │   ├── root-cause-analyzer.yaml
│   │   ├── pattern-detector.yaml
│   │   └── regression-tracker.yaml
│   ├── requirements-validation/      # 3 agents
│   │   ├── bdd-validator.yaml
│   │   ├── testability-analyzer.yaml
│   │   └── requirement-tracer.yaml
│   ├── code-intelligence/            # 5 agents
│   │   ├── knowledge-graph-builder.yaml
│   │   ├── semantic-searcher.yaml
│   │   ├── dependency-analyzer.yaml
│   │   ├── complexity-assessor.yaml
│   │   └── pattern-miner.yaml
│   ├── security-compliance/          # 4 agents
│   │   ├── sast-scanner.yaml
│   │   ├── dast-scanner.yaml
│   │   ├── audit-trail-manager.yaml
│   │   └── compliance-checker.yaml
│   ├── contract-testing/             # 3 agents
│   │   ├── openapi-validator.yaml
│   │   ├── graphql-validator.yaml
│   │   └── grpc-validator.yaml
│   ├── visual-accessibility/         # 3 agents
│   │   ├── visual-regression-detector.yaml
│   │   ├── wcag-checker.yaml
│   │   └── screenshot-differ.yaml
│   ├── chaos-resilience/             # 4 agents
│   │   ├── chaos-injector.yaml
│   │   ├── load-generator.yaml
│   │   ├── resilience-assessor.yaml
│   │   └── recovery-validator.yaml
│   ├── learning-optimization/        # 2 agents
│   │   ├── cross-domain-learner.yaml
│   │   └── pattern-optimizer.yaml
│   └── tdd/                          # 7 TDD subagents
│       ├── requirement-analyzer.yaml
│       ├── test-designer.yaml
│       ├── red-phase-executor.yaml
│       ├── green-phase-implementer.yaml
│       ├── refactor-advisor.yaml
│       ├── coverage-verifier.yaml
│       └── cycle-coordinator.yaml
│
├── skills/                           # Claude Code skills (12 skills)
│   ├── qe-test-generation.md
│   ├── qe-tdd-cycle.md
│   ├── qe-coverage-analysis.md
│   ├── qe-quality-gate.md
│   ├── qe-defect-prediction.md
│   ├── qe-security-scan.md
│   ├── qe-contract-testing.md
│   ├── qe-visual-testing.md
│   ├── qe-accessibility.md
│   ├── qe-chaos-engineering.md
│   ├── qe-queen-coordinator.md
│   └── qe-full-pipeline.md
│
├── __tests__/                        # Test suite
│   ├── unit/
│   │   ├── plugin.test.ts
│   │   ├── bridges/
│   │   │   ├── QEMemoryBridge.test.ts
│   │   │   ├── QESecurityBridge.test.ts
│   │   │   ├── QECoreBridge.test.ts
│   │   │   └── QEHiveBridge.test.ts
│   │   ├── tools/
│   │   │   └── *.test.ts
│   │   └── hooks/
│   │       └── *.test.ts
│   ├── integration/
│   │   ├── memory-integration.test.ts
│   │   ├── mcp-tools.test.ts
│   │   └── swarm-coordination.test.ts
│   └── e2e/
│       ├── test-generation-flow.test.ts
│       ├── quality-gate-flow.test.ts
│       └── full-pipeline.test.ts
│
├── examples/                         # Working examples
│   ├── basic-test-generation.ts
│   ├── tdd-workflow.ts
│   ├── coverage-analysis.ts
│   ├── quality-gate-setup.ts
│   ├── security-audit.ts
│   └── chaos-experiment.ts
│
├── plugin.yaml                       # ✅ EXISTS - Plugin manifest
├── README.md                         # ✅ EXISTS - Usage documentation
├── package.json                      # Package definition
├── tsconfig.json                     # TypeScript configuration
└── vitest.config.ts                  # Test configuration
```

### Implementation Phases (Detailed)

#### Phase 1: Plugin Scaffold (Week 1)

| Task | Files | Priority | Dependencies |
|------|-------|----------|--------------|
| Create package.json with dependencies | `package.json` | 🔴 Critical | None |
| Create TypeScript config | `tsconfig.json` | 🔴 Critical | package.json |
| Define type definitions | `src/types.ts`, `src/interfaces.ts` | 🔴 Critical | tsconfig.json |
| Create Zod schemas | `src/schemas.ts` | 🔴 Critical | types.ts |
| Implement plugin entry point | `src/index.ts`, `src/plugin.ts` | 🔴 Critical | schemas.ts |
| Create constants | `src/constants.ts` | 🟡 High | types.ts |

**Deliverables:**
- Plugin registers with `@claude-flow/plugins` SDK
- Type-safe configuration validation
- Basic lifecycle hooks (onLoad, onUnload)

#### Phase 2: Bridge Implementations (Week 2)

| Task | Files | Priority | Dependencies |
|------|-------|----------|--------------|
| Memory bridge | `src/bridges/QEMemoryBridge.ts` | 🔴 Critical | Phase 1 |
| Security bridge | `src/bridges/QESecurityBridge.ts` | 🔴 Critical | Phase 1 |
| Core bridge | `src/bridges/QECoreBridge.ts` | 🔴 Critical | Phase 1 |
| Hive Mind bridge | `src/bridges/QEHiveBridge.ts` | 🔴 Critical | Phase 1 |
| Model routing adapter | `src/bridges/QEModelRoutingAdapter.ts` | 🟡 High | Phase 1 |
| Context mapper | `src/contexts/ContextMapper.ts` | 🟡 High | Bridges |

**Deliverables:**
- Anti-corruption layer isolates agentic-qe from V3 internals
- Memory namespace coordination working
- TinyDancer ↔ ADR-026 routing aligned

#### Phase 3: MCP Tools (Week 3)

| Task | Files | Priority | Dependencies |
|------|-------|----------|--------------|
| Tool registry | `src/tools/index.ts` | 🔴 Critical | Phase 2 |
| Test generation tools (2) | `src/tools/test-generation/*.ts` | 🔴 Critical | Registry |
| Coverage tools (2) | `src/tools/coverage-analysis/*.ts` | 🔴 Critical | Registry |
| Quality tools (2) | `src/tools/quality-assessment/*.ts` | 🟡 High | Registry |
| Defect tools (2) | `src/tools/defect-intelligence/*.ts` | 🟡 High | Registry |
| Security tools (2) | `src/tools/security-compliance/*.ts` | 🟡 High | Registry |
| Contract tools (2) | `src/tools/contract-testing/*.ts` | 🟢 Medium | Registry |
| Visual tools (2) | `src/tools/visual-accessibility/*.ts` | 🟢 Medium | Registry |
| Chaos tools (2) | `src/tools/chaos-resilience/*.ts` | 🟢 Medium | Registry |

**Deliverables:**
- All 16 MCP tools registered and functional
- Tools accessible via `mcp__agentic-qe__<tool-name>`
- Input validation via Zod schemas

#### Phase 4: Hooks & Workers (Week 4)

| Task | Files | Priority | Dependencies |
|------|-------|----------|--------------|
| Hook registry | `src/hooks/index.ts` | 🟡 High | Phase 2 |
| Pre-execution hooks (2) | `src/hooks/pre-*.ts` | 🟡 High | Registry |
| Post-execution hooks (3) | `src/hooks/post-*.ts` | 🟡 High | Registry |
| Worker registry | `src/workers/index.ts` | 🟡 High | Phase 2 |
| Test executor worker | `src/workers/TestExecutorWorker.ts` | 🟡 High | Registry |
| Coverage analyzer worker | `src/workers/CoverageAnalyzerWorker.ts` | 🟢 Medium | Registry |
| Security scanner worker | `src/workers/SecurityScannerWorker.ts` | 🟢 Medium | Registry |
| Security sandbox | `src/sandbox/*.ts` | 🔴 Critical | Hooks |

**Deliverables:**
- Hooks integrate with V3 hook system
- Workers run in background with concurrency limits
- Sandbox isolates test code execution

#### Phase 5: Agent Definitions (Week 5)

| Task | Files | Priority | Dependencies |
|------|-------|----------|--------------|
| Test generation agents (12) | `agents/test-generation/*.yaml` | 🟡 High | Phase 3 |
| Test execution agents (8) | `agents/test-execution/*.yaml` | 🟡 High | Phase 3 |
| Coverage agents (6) | `agents/coverage-analysis/*.yaml` | 🟡 High | Phase 3 |
| Quality agents (5) | `agents/quality-assessment/*.yaml` | 🟢 Medium | Phase 3 |
| Defect agents (4) | `agents/defect-intelligence/*.yaml` | 🟢 Medium | Phase 3 |
| Requirements agents (3) | `agents/requirements-validation/*.yaml` | 🟢 Medium | Phase 3 |
| Code intelligence agents (5) | `agents/code-intelligence/*.yaml` | 🟢 Medium | Phase 3 |
| Security agents (4) | `agents/security-compliance/*.yaml` | 🟢 Medium | Phase 3 |
| Contract agents (3) | `agents/contract-testing/*.yaml` | 🟢 Medium | Phase 3 |
| Visual agents (3) | `agents/visual-accessibility/*.yaml` | 🟢 Medium | Phase 3 |
| Chaos agents (4) | `agents/chaos-resilience/*.yaml` | 🟢 Medium | Phase 3 |
| Learning agents (2) | `agents/learning-optimization/*.yaml` | 🟢 Medium | Phase 3 |
| TDD subagents (7) | `agents/tdd/*.yaml` | 🟡 High | Phase 3 |

**Deliverables:**
- All 58 agents (51 + 7 TDD) defined as YAML
- Agents spawn via Claude Code Task tool
- Model routing hints in agent definitions

#### Phase 6: Skills & Examples (Week 6)

| Task | Files | Priority | Dependencies |
|------|-------|----------|--------------|
| Core skills (6) | `skills/qe-*.md` | 🟡 High | Phase 5 |
| Advanced skills (6) | `skills/qe-*.md` | 🟢 Medium | Phase 5 |
| Basic examples (3) | `examples/*.ts` | 🟢 Medium | Phase 4 |
| Advanced examples (3) | `examples/*.ts` | 🟢 Medium | Phase 4 |

**Deliverables:**
- Skills available via `/qe-*` commands in Claude Code
- Working examples for all major use cases

#### Phase 7: Testing & Documentation (Week 7)

| Task | Files | Priority | Dependencies |
|------|-------|----------|--------------|
| Unit tests | `__tests__/unit/**/*.test.ts` | 🟡 High | Phase 4 |
| Integration tests | `__tests__/integration/*.test.ts` | 🟡 High | Phase 5 |
| E2E tests | `__tests__/e2e/*.test.ts` | 🟢 Medium | Phase 6 |
| Test config | `vitest.config.ts` | 🟡 High | Phase 1 |
| Update README | `README.md` | 🟢 Medium | Phase 6 |

**Deliverables:**
- 80%+ test coverage
- All integration points validated
- Performance benchmarks documented

### Implementation Metrics

| Metric | Target | Measurement |
|--------|--------|-------------|
| Total files | ~103 | Count |
| TypeScript LOC | ~5,000 | src/**/*.ts |
| YAML LOC | ~2,500 | agents/**/*.yaml |
| Skill LOC | ~1,200 | skills/**/*.md |
| Test LOC | ~2,000 | __tests__/**/*.ts |
| **Total LOC** | **~10,700** | All files |
| Test coverage | 80%+ | Vitest coverage |
| Build time | <30s | `npm run build` |
| Bundle size | <500KB | minified |

### Dependencies to Add

```json
{
  "name": "@claude-flow/plugin-agentic-qe",
  "version": "3.0.0-alpha.1",
  "dependencies": {
    "agentic-qe": "^3.2.3",
    "@claude-flow/plugins": "^3.0.0",
    "@claude-flow/memory": "^3.0.0",
    "@claude-flow/security": "^3.0.0",
    "@claude-flow/embeddings": "^3.0.0",
    "zod": "^3.23.0"
  },
  "devDependencies": {
    "vitest": "^2.0.0",
    "typescript": "^5.5.0",
    "@types/node": "^20.0.0"
  },
  "peerDependencies": {
    "@claude-flow/browser": ">=3.0.0"
  }
}
```

---

## References

- [ADR-015: Unified Plugin System](./ADR-015-unified-plugin-system.md)
- [ADR-026: Agent Booster Model Routing](./ADR-026-agent-booster-model-routing.md)
- [ADR-017: RuVector Integration](./ADR-017-ruvector-integration.md)
- [ADR-006: Unified Memory Service](./ADR-006-UNIFIED-MEMORY.md)
- [ADR-013: Core Security Module](./ADR-013-core-security-module.md)
- [ADR-022: AIDEFENCE Integration](./ADR-022-aidefence-integration.md)
- [agentic-qe npm package](https://www.npmjs.com/package/agentic-qe)
- [DDD: Quality Engineering Domain Model](../docs/ddd/quality-engineering/domain-model.md)
