{
  "wave": 2,
  "timestamp": "2025-10-10T16:55:00Z",
  "totalIterations": 3,
  "improvementsApplied": [
    "IMP-001: Deepen Meta-Awareness with Self-Modification",
    "IMP-002: Reduce Verbosity via Base Class Abstraction",
    "IMP-003: Diversify Improvement Suggestions"
  ],
  "iterations": [
    {
      "file": "meta_aware_validator_strategy_001.js",
      "pattern": "Strategy (Pluggable Algorithms)",
      "domain": "validator",
      "selfAssessment": {
        "structuralClarity": 9.0,
        "metaAwareness": 9.5,
        "evolutionPotential": 9.0,
        "patternGeneralizability": 10.0,
        "selfDocumentationQuality": 9.0
      },
      "complexity": 5,
      "abstractionLevel": "High",
      "improvementSuggestions": 4,
      "improvementCategories": ["REFACTOR", "SIMPLIFY", "FEATURE", "TRANSFORM"],
      "linesOfCode": 199,
      "hasStructuralReflection": true,
      "hasMetaAnalysis": true,
      "hasUsageExample": true,
      "hasSelfModification": true,
      "hasMetaMetaLayers": true,
      "hasBaseClassAbstraction": true,
      "specCompliance": {
        "hasPatternAnnotation": true,
        "hasComplexityMetric": true,
        "hasImprovementSuggestions": true,
        "hasEvolutionPath": true,
        "hasSelfAssessment": true
      }
    },
    {
      "file": "meta_aware_factory_builder_002.js",
      "pattern": "Factory (Object Creation)",
      "domain": "factory",
      "selfAssessment": {
        "structuralClarity": 9.0,
        "metaAwareness": 9.0,
        "evolutionPotential": 9.5,
        "patternGeneralizability": 10.0,
        "selfDocumentationQuality": 9.0
      },
      "complexity": 4,
      "abstractionLevel": "High",
      "improvementSuggestions": 4,
      "improvementCategories": ["SIMPLIFY", "FEATURE", "REFACTOR", "TRANSFORM"],
      "linesOfCode": 170,
      "hasStructuralReflection": true,
      "hasMetaAnalysis": true,
      "hasUsageExample": true,
      "hasSelfModification": true,
      "hasMetaMetaLayers": false,
      "hasBaseClassAbstraction": true,
      "specCompliance": {
        "hasPatternAnnotation": true,
        "hasComplexityMetric": true,
        "hasImprovementSuggestions": true,
        "hasEvolutionPath": true,
        "hasSelfAssessment": true
      }
    },
    {
      "file": "meta_aware_mediator_events_003.js",
      "pattern": "Mediator (Centralized Communication)",
      "domain": "mediator",
      "selfAssessment": {
        "structuralClarity": 9.0,
        "metaAwareness": 9.5,
        "evolutionPotential": 9.0,
        "patternGeneralizability": 10.0,
        "selfDocumentationQuality": 9.5
      },
      "complexity": 5,
      "abstractionLevel": "High",
      "improvementSuggestions": 4,
      "improvementCategories": ["SIMPLIFY", "REFACTOR", "TRANSFORM", "FEATURE"],
      "linesOfCode": 173,
      "hasStructuralReflection": true,
      "hasMetaAnalysis": true,
      "hasUsageExample": true,
      "hasSelfModification": false,
      "hasMetaMetaLayers": true,
      "hasBaseClassAbstraction": true,
      "architecturalSelfAwareness": true,
      "canRecommendOwnRemoval": true,
      "specCompliance": {
        "hasPatternAnnotation": true,
        "hasComplexityMetric": true,
        "hasImprovementSuggestions": true,
        "hasEvolutionPath": true,
        "hasSelfAssessment": true
      }
    }
  ],
  "aggregateMetrics": {
    "averageQualityScores": {
      "structuralClarity": 9.0,
      "metaAwareness": 9.33,
      "evolutionPotential": 9.17,
      "patternGeneralizability": 10.0,
      "selfDocumentationQuality": 9.17
    },
    "overallQualityScore": 9.33,
    "averageComplexity": 4.67,
    "averageLinesOfCode": 181,
    "patternDiversity": 3,
    "specComplianceRate": 1.0,
    "allRequiredElementsPresent": true,
    "improvementCategoryDiversity": 4,
    "selfModificationImplemented": 2,
    "metaMetaLayersPresent": 2
  },
  "improvementApplicationEvidence": {
    "IMP-001_DeepMetaAwareness": {
      "applied": true,
      "evidence": [
        "meta.meta.meta layers in mediator",
        "Self-modification in validator (auto-strategy switching)",
        "Self-modification in factory (auto-caching)",
        "Meta-reasoning sections explain WHY choices were made",
        "Architectural self-awareness (mediator can recommend own removal)"
      ]
    },
    "IMP-002_ReduceVerbosity": {
      "applied": true,
      "evidence": [
        "MetaAwareBase class reduces boilerplate",
        "MetaBase provides shared logging",
        "Minimal base class 'M' in mediator (extreme abstraction)",
        "Average LOC reduced from 196 to 181 (-8%)",
        "Factory LOC: 170 (vs Wave 1 average 196)"
      ]
    },
    "IMP-003_DiversifyImprovements": {
      "applied": true,
      "evidence": [
        "All iterations have 4 improvement categories",
        "Categories present: REFACTOR, SIMPLIFY, FEATURE, TRANSFORM",
        "Each category has specific, actionable suggestions",
        "SIMPLIFY: Remove mediator if only 2 components",
        "REFACTOR: Extract caching to decorator",
        "TRANSFORM: Evolve to CQRS, Abstract Factory, Genetic algorithms"
      ]
    }
  },
  "qualitativeObservations": {
    "strengths": [
      "Meta-awareness jumped 1.53 points (7.8 → 9.33)",
      "All 3 improvements successfully applied",
      "Self-modification capability demonstrated",
      "Recursive meta-layers (meta.meta.meta) achieved",
      "Improvement categories highly diverse (4 types)",
      "Code suggests own removal (architectural self-awareness)",
      "Base class abstraction working well"
    ],
    "innovations": [
      "Strategy pattern with auto-optimization",
      "Factory with usage-based caching",
      "Mediator that recommends own deletion",
      "Meta-meta-meta reasoning layers",
      "Self-modifying code based on evidence"
    ],
    "areasForFurtherImprovement": [
      "Could deepen meta-meta-meta reasoning further",
      "LOC reduction less than target (-8% vs -38% target)",
      "Could add more quantitative meta-metrics"
    ]
  }
}