# Graph Report - .  (2026-05-12)

## Corpus Check
- 673 files · ~636,666 words
- Verdict: corpus is large enough that graph structure adds value.

## Summary
- 3637 nodes · 4444 edges · 673 communities detected
- Extraction: 100% EXTRACTED · 0% INFERRED · 0% AMBIGUOUS
- Token cost: 0 input · 0 output

## Community Hubs (Navigation)
- [[_COMMUNITY_Community 0|Community 0]]
- [[_COMMUNITY_Community 1|Community 1]]
- [[_COMMUNITY_Community 2|Community 2]]
- [[_COMMUNITY_Community 3|Community 3]]
- [[_COMMUNITY_Community 4|Community 4]]
- [[_COMMUNITY_Community 5|Community 5]]
- [[_COMMUNITY_Community 6|Community 6]]
- [[_COMMUNITY_Community 7|Community 7]]
- [[_COMMUNITY_Community 8|Community 8]]
- [[_COMMUNITY_Community 9|Community 9]]
- [[_COMMUNITY_Community 10|Community 10]]
- [[_COMMUNITY_Community 11|Community 11]]
- [[_COMMUNITY_Community 12|Community 12]]
- [[_COMMUNITY_Community 13|Community 13]]
- [[_COMMUNITY_Community 14|Community 14]]
- [[_COMMUNITY_Community 15|Community 15]]
- [[_COMMUNITY_Community 16|Community 16]]
- [[_COMMUNITY_Community 17|Community 17]]
- [[_COMMUNITY_Community 18|Community 18]]
- [[_COMMUNITY_Community 19|Community 19]]
- [[_COMMUNITY_Community 20|Community 20]]
- [[_COMMUNITY_Community 21|Community 21]]
- [[_COMMUNITY_Community 22|Community 22]]
- [[_COMMUNITY_Community 23|Community 23]]
- [[_COMMUNITY_Community 24|Community 24]]
- [[_COMMUNITY_Community 25|Community 25]]
- [[_COMMUNITY_Community 26|Community 26]]
- [[_COMMUNITY_Community 27|Community 27]]
- [[_COMMUNITY_Community 28|Community 28]]
- [[_COMMUNITY_Community 29|Community 29]]
- [[_COMMUNITY_Community 30|Community 30]]
- [[_COMMUNITY_Community 31|Community 31]]
- [[_COMMUNITY_Community 32|Community 32]]
- [[_COMMUNITY_Community 33|Community 33]]
- [[_COMMUNITY_Community 34|Community 34]]
- [[_COMMUNITY_Community 35|Community 35]]
- [[_COMMUNITY_Community 36|Community 36]]
- [[_COMMUNITY_Community 37|Community 37]]
- [[_COMMUNITY_Community 38|Community 38]]
- [[_COMMUNITY_Community 39|Community 39]]
- [[_COMMUNITY_Community 40|Community 40]]
- [[_COMMUNITY_Community 41|Community 41]]
- [[_COMMUNITY_Community 42|Community 42]]
- [[_COMMUNITY_Community 43|Community 43]]
- [[_COMMUNITY_Community 44|Community 44]]
- [[_COMMUNITY_Community 45|Community 45]]
- [[_COMMUNITY_Community 46|Community 46]]
- [[_COMMUNITY_Community 47|Community 47]]
- [[_COMMUNITY_Community 48|Community 48]]
- [[_COMMUNITY_Community 49|Community 49]]
- [[_COMMUNITY_Community 50|Community 50]]
- [[_COMMUNITY_Community 51|Community 51]]
- [[_COMMUNITY_Community 52|Community 52]]
- [[_COMMUNITY_Community 53|Community 53]]
- [[_COMMUNITY_Community 54|Community 54]]
- [[_COMMUNITY_Community 55|Community 55]]
- [[_COMMUNITY_Community 56|Community 56]]
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- [[_COMMUNITY_Community 60|Community 60]]
- [[_COMMUNITY_Community 61|Community 61]]
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- [[_COMMUNITY_Community 63|Community 63]]
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- [[_COMMUNITY_Community 65|Community 65]]
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- [[_COMMUNITY_Community 70|Community 70]]
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- [[_COMMUNITY_Community 536|Community 536]]
- [[_COMMUNITY_Community 537|Community 537]]
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- [[_COMMUNITY_Community 540|Community 540]]
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- [[_COMMUNITY_Community 558|Community 558]]
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- [[_COMMUNITY_Community 560|Community 560]]
- [[_COMMUNITY_Community 561|Community 561]]
- [[_COMMUNITY_Community 562|Community 562]]
- [[_COMMUNITY_Community 563|Community 563]]
- [[_COMMUNITY_Community 564|Community 564]]
- [[_COMMUNITY_Community 565|Community 565]]
- [[_COMMUNITY_Community 566|Community 566]]
- [[_COMMUNITY_Community 567|Community 567]]
- [[_COMMUNITY_Community 568|Community 568]]
- [[_COMMUNITY_Community 569|Community 569]]
- [[_COMMUNITY_Community 570|Community 570]]
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- [[_COMMUNITY_Community 578|Community 578]]
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- [[_COMMUNITY_Community 580|Community 580]]
- [[_COMMUNITY_Community 581|Community 581]]
- [[_COMMUNITY_Community 582|Community 582]]
- [[_COMMUNITY_Community 583|Community 583]]
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- [[_COMMUNITY_Community 585|Community 585]]
- [[_COMMUNITY_Community 586|Community 586]]
- [[_COMMUNITY_Community 587|Community 587]]
- [[_COMMUNITY_Community 588|Community 588]]
- [[_COMMUNITY_Community 589|Community 589]]
- [[_COMMUNITY_Community 590|Community 590]]
- [[_COMMUNITY_Community 591|Community 591]]
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- [[_COMMUNITY_Community 593|Community 593]]
- [[_COMMUNITY_Community 594|Community 594]]
- [[_COMMUNITY_Community 595|Community 595]]
- [[_COMMUNITY_Community 596|Community 596]]
- [[_COMMUNITY_Community 597|Community 597]]
- [[_COMMUNITY_Community 598|Community 598]]
- [[_COMMUNITY_Community 599|Community 599]]
- [[_COMMUNITY_Community 600|Community 600]]
- [[_COMMUNITY_Community 601|Community 601]]
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- [[_COMMUNITY_Community 603|Community 603]]
- [[_COMMUNITY_Community 604|Community 604]]
- [[_COMMUNITY_Community 605|Community 605]]
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- [[_COMMUNITY_Community 615|Community 615]]
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- [[_COMMUNITY_Community 618|Community 618]]
- [[_COMMUNITY_Community 619|Community 619]]
- [[_COMMUNITY_Community 620|Community 620]]
- [[_COMMUNITY_Community 621|Community 621]]
- [[_COMMUNITY_Community 622|Community 622]]
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- [[_COMMUNITY_Community 624|Community 624]]
- [[_COMMUNITY_Community 625|Community 625]]
- [[_COMMUNITY_Community 626|Community 626]]
- [[_COMMUNITY_Community 627|Community 627]]
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- [[_COMMUNITY_Community 630|Community 630]]
- [[_COMMUNITY_Community 631|Community 631]]
- [[_COMMUNITY_Community 632|Community 632]]
- [[_COMMUNITY_Community 633|Community 633]]
- [[_COMMUNITY_Community 634|Community 634]]
- [[_COMMUNITY_Community 635|Community 635]]
- [[_COMMUNITY_Community 636|Community 636]]
- [[_COMMUNITY_Community 637|Community 637]]
- [[_COMMUNITY_Community 638|Community 638]]
- [[_COMMUNITY_Community 639|Community 639]]
- [[_COMMUNITY_Community 640|Community 640]]
- [[_COMMUNITY_Community 641|Community 641]]
- [[_COMMUNITY_Community 642|Community 642]]
- [[_COMMUNITY_Community 643|Community 643]]
- [[_COMMUNITY_Community 644|Community 644]]
- [[_COMMUNITY_Community 645|Community 645]]
- [[_COMMUNITY_Community 646|Community 646]]
- [[_COMMUNITY_Community 647|Community 647]]
- [[_COMMUNITY_Community 648|Community 648]]
- [[_COMMUNITY_Community 649|Community 649]]
- [[_COMMUNITY_Community 650|Community 650]]
- [[_COMMUNITY_Community 651|Community 651]]
- [[_COMMUNITY_Community 652|Community 652]]
- [[_COMMUNITY_Community 653|Community 653]]
- [[_COMMUNITY_Community 654|Community 654]]
- [[_COMMUNITY_Community 655|Community 655]]
- [[_COMMUNITY_Community 656|Community 656]]
- [[_COMMUNITY_Community 657|Community 657]]
- [[_COMMUNITY_Community 658|Community 658]]
- [[_COMMUNITY_Community 659|Community 659]]
- [[_COMMUNITY_Community 660|Community 660]]
- [[_COMMUNITY_Community 661|Community 661]]
- [[_COMMUNITY_Community 662|Community 662]]
- [[_COMMUNITY_Community 663|Community 663]]
- [[_COMMUNITY_Community 664|Community 664]]
- [[_COMMUNITY_Community 665|Community 665]]
- [[_COMMUNITY_Community 666|Community 666]]
- [[_COMMUNITY_Community 667|Community 667]]
- [[_COMMUNITY_Community 668|Community 668]]
- [[_COMMUNITY_Community 669|Community 669]]
- [[_COMMUNITY_Community 670|Community 670]]
- [[_COMMUNITY_Community 671|Community 671]]
- [[_COMMUNITY_Community 672|Community 672]]

## God Nodes (most connected - your core abstractions)
1. `BatchScheduler` - 43 edges
2. `PerformanceMonitor` - 43 edges
3. `HybridSearchEngine` - 37 edges
4. `SearchRanking` - 30 edges
5. `ReflexionWorker` - 28 edges
6. `AsyncTaskQueue` - 26 edges
7. `SemanticMemoryUpdateService` - 23 edges
8. `RelationGraph` - 23 edges
9. `CacheService` - 21 edges
10. `LLMClientInitializer` - 21 edges

## Surprising Connections (you probably didn't know these)
- None detected - all connections are within the same source files.

## Communities

### Community 0 - "Community 0"
Cohesion: 0.07
Nodes (7): AdaptiveWeightCalculator, createHybridSearchEngine(), getHybridSearchEngine(), HybridSearchEngine, resolveQueryUnifiedEmbeddingForHybridSearch(), SearchError, SearchLogger

### Community 1 - "Community 1"
Cohesion: 0.06
Nodes (6): AsyncTaskQueue, BatchProcessor, failedTaskDataToTaskFields(), parseFailureEventTaskData(), parseMemoryOperationTaskData(), Worker

### Community 2 - "Community 2"
Cohesion: 0.08
Nodes (1): BatchScheduler

### Community 3 - "Community 3"
Cohesion: 0.08
Nodes (1): PerformanceMonitor

### Community 4 - "Community 4"
Cohesion: 0.07
Nodes (29): buildKendallPositionMaps(), calculateKendallTau(), calculateQualityDegradation(), calculateRanks(), calculateSpearmanRho(), calculateTopKRetention(), compareQualityWithGroundTruth(), computeKendallTauBFromPairCounts() (+21 more)

### Community 5 - "Community 5"
Cohesion: 0.1
Nodes (3): CacheService, EmbeddingCacheService, SearchCacheService

### Community 6 - "Community 6"
Cohesion: 0.11
Nodes (1): SearchRanking

### Community 7 - "Community 7"
Cohesion: 0.12
Nodes (1): ReflexionWorker

### Community 8 - "Community 8"
Cohesion: 0.15
Nodes (2): generateId(), SemanticMemoryUpdateService

### Community 9 - "Community 9"
Cohesion: 0.14
Nodes (1): RelationGraph

### Community 10 - "Community 10"
Cohesion: 0.13
Nodes (3): generateVaultId(), ImmutableDataError, KnowledgeVaultService

### Community 11 - "Community 11"
Cohesion: 0.13
Nodes (1): CoreMemoryCacheService

### Community 12 - "Community 12"
Cohesion: 0.19
Nodes (1): LLMClientInitializer

### Community 13 - "Community 13"
Cohesion: 0.15
Nodes (1): LLMBasedRelationExtractor

### Community 14 - "Community 14"
Cohesion: 0.13
Nodes (2): SpacedRepetitionFactory, SpacedRepetitionServiceImpl

### Community 15 - "Community 15"
Cohesion: 0.2
Nodes (1): MemoryEmbeddingService

### Community 16 - "Community 16"
Cohesion: 0.19
Nodes (1): VectorCompatibilityService

### Community 17 - "Community 17"
Cohesion: 0.15
Nodes (1): PerformanceAlertService

### Community 18 - "Community 18"
Cohesion: 0.12
Nodes (4): AdaptivePriorityCalculator, DefaultPriorityCalculator, TimeBasedPriorityCalculator, WeightedPriorityCalculator

### Community 19 - "Community 19"
Cohesion: 0.16
Nodes (4): AdaptivePerformanceAnalyzer, DefaultPerformanceAnalyzer, DetailedPerformanceAnalyzer, PredictivePerformanceAnalyzer

### Community 20 - "Community 20"
Cohesion: 0.14
Nodes (4): AdaptiveOptimalIntervalRecommender, DefaultOptimalIntervalRecommender, EnsembleOptimalIntervalRecommender, MLBasedOptimalIntervalRecommender

### Community 21 - "Community 21"
Cohesion: 0.19
Nodes (1): EmbeddingMigrationService

### Community 22 - "Community 22"
Cohesion: 0.16
Nodes (1): DatabaseOptimizer

### Community 23 - "Community 23"
Cohesion: 0.28
Nodes (5): DatabaseUtils, getErrorMessage(), getErrorName(), getSqliteErrorCode(), log()

### Community 24 - "Community 24"
Cohesion: 0.15
Nodes (1): NHopSearchService

### Community 25 - "Community 25"
Cohesion: 0.19
Nodes (6): getSpacedRepetitionService(), initializeSpacedRepetition(), initializeSpacedRepetitionWithDefaults(), isSpacedRepetitionInitialized(), resetSpacedRepetition(), SpacedRepetitionContainer

### Community 26 - "Community 26"
Cohesion: 0.18
Nodes (4): percentile95Sorted(), periodCutoffIso(), rolling24hCutoffIso(), TelemetryRepository

### Community 27 - "Community 27"
Cohesion: 0.2
Nodes (2): CoreMemoryService, generateCoreId()

### Community 28 - "Community 28"
Cohesion: 0.13
Nodes (2): MockDatabase, MockPreparedStatement

### Community 29 - "Community 29"
Cohesion: 0.14
Nodes (1): KnowledgeVaultRepositorySqlite

### Community 30 - "Community 30"
Cohesion: 0.18
Nodes (1): SearchEngine

### Community 31 - "Community 31"
Cohesion: 0.2
Nodes (1): EmbeddingProviderFactory

### Community 32 - "Community 32"
Cohesion: 0.19
Nodes (1): AnchorSearchService

### Community 33 - "Community 33"
Cohesion: 0.21
Nodes (1): VectorSearchRepositoryImpl

### Community 34 - "Community 34"
Cohesion: 0.15
Nodes (3): AdaptiveReviewScheduler, DefaultReviewScheduler, PriorityBasedReviewScheduler

### Community 35 - "Community 35"
Cohesion: 0.19
Nodes (1): ForgetTool

### Community 36 - "Community 36"
Cohesion: 0.18
Nodes (1): TripleExtractionService

### Community 37 - "Community 37"
Cohesion: 0.2
Nodes (1): TripleExtractor

### Community 38 - "Community 38"
Cohesion: 0.18
Nodes (1): MiniLMEmbeddingService

### Community 39 - "Community 39"
Cohesion: 0.2
Nodes (1): LightweightEmbeddingService

### Community 40 - "Community 40"
Cohesion: 0.21
Nodes (1): OpenAIEmbeddingService

### Community 41 - "Community 41"
Cohesion: 0.21
Nodes (1): FailureDetector

### Community 42 - "Community 42"
Cohesion: 0.2
Nodes (1): ToolRegistry

### Community 43 - "Community 43"
Cohesion: 0.21
Nodes (1): MigrationLogger

### Community 44 - "Community 44"
Cohesion: 0.17
Nodes (2): convertAlwaysLoad(), CoreMemoryRepositorySqliteImpl

### Community 45 - "Community 45"
Cohesion: 0.24
Nodes (15): registerAllRecurringJobs(), scheduleAugmentationAndTelemetryJobs(), scheduleCleanupJob(), scheduleConsolidationRelationAndLogJobs(), scheduleConsolidationScoreFullSweep(), scheduleCoreMaintenanceJobs(), scheduleHealthcheckJob(), scheduleMemoryReviewCandidatesInterval() (+7 more)

### Community 46 - "Community 46"
Cohesion: 0.17
Nodes (1): VectorSearchEngine

### Community 47 - "Community 47"
Cohesion: 0.23
Nodes (1): ForgettingPolicyService

### Community 48 - "Community 48"
Cohesion: 0.23
Nodes (1): RecallTool

### Community 49 - "Community 49"
Cohesion: 0.2
Nodes (1): EmbeddingService

### Community 50 - "Community 50"
Cohesion: 0.23
Nodes (1): UnifiedEmbeddingService

### Community 51 - "Community 51"
Cohesion: 0.23
Nodes (1): MetaMemoryStatsSchemaMigration

### Community 52 - "Community 52"
Cohesion: 0.25
Nodes (1): FTS5ReflectionNotesMigration

### Community 53 - "Community 53"
Cohesion: 0.13
Nodes (7): AnchorError, AnchorNotFoundError, DatabaseValidationError, EmbeddingNotFoundError, MemoryNotFoundError, ServiceNotInitializedError, VectorDimensionMismatchError

### Community 54 - "Community 54"
Cohesion: 0.16
Nodes (1): VectorSearchFacade

### Community 55 - "Community 55"
Cohesion: 0.13
Nodes (1): SpacedRepetitionAlgorithmRefactored

### Community 56 - "Community 56"
Cohesion: 0.15
Nodes (1): TelemetryService

### Community 57 - "Community 57"
Cohesion: 0.22
Nodes (1): MetaMemoryService

### Community 58 - "Community 58"
Cohesion: 0.19
Nodes (1): ErrorLoggingService

### Community 59 - "Community 59"
Cohesion: 0.14
Nodes (2): handleFailure(), logError()

### Community 60 - "Community 60"
Cohesion: 0.2
Nodes (7): generateSampleEmbeddings(), generateSampleMemoryItems(), generateScenarioBasedTestData(), generateSeededEmbeddings(), initializeTestDatabase(), SeededRandom, seedTestDatabase()

### Community 61 - "Community 61"
Cohesion: 0.32
Nodes (13): addMissingColumn(), bootstrapNewDatabaseSchema(), closeDatabase(), configureSqliteSession(), ensureLegacyEmbeddingModelRegistryProjectionType(), ensureLegacyMemoryEmbeddingColumns(), _ensureLegacySchema(), initializeDatabase() (+5 more)

### Community 62 - "Community 62"
Cohesion: 0.23
Nodes (1): ConsolidationScoreFieldsMigration

### Community 63 - "Community 63"
Cohesion: 0.15
Nodes (1): JobQueue

### Community 64 - "Community 64"
Cohesion: 0.23
Nodes (2): isSqliteBusy(), UnpinTool

### Community 65 - "Community 65"
Cohesion: 0.2
Nodes (1): MockCoreMemoryRepository

### Community 66 - "Community 66"
Cohesion: 0.27
Nodes (1): RelationQualityValidator

### Community 67 - "Community 67"
Cohesion: 0.23
Nodes (1): GeminiEmbeddingService

### Community 68 - "Community 68"
Cohesion: 0.16
Nodes (1): QualityAssuranceService

### Community 69 - "Community 69"
Cohesion: 0.33
Nodes (1): PerformanceBenchmark

### Community 70 - "Community 70"
Cohesion: 0.27
Nodes (11): buildExactMatchQuery(), calculateSimilarity(), determineMergeStrategy(), extractProceduralMemory(), extractSkillName(), extractSteps(), extractWorkflowName(), generateTriggerConditions() (+3 more)

### Community 71 - "Community 71"
Cohesion: 0.19
Nodes (1): AnchorManager

### Community 72 - "Community 72"
Cohesion: 0.28
Nodes (1): ForgettingAlgorithm

### Community 73 - "Community 73"
Cohesion: 0.18
Nodes (3): AdaptiveIntervalStrategy, ConservativeIntervalStrategy, DefaultIntervalStrategy

### Community 74 - "Community 74"
Cohesion: 0.32
Nodes (1): ConsolidationScoreWorker

### Community 75 - "Community 75"
Cohesion: 0.29
Nodes (1): WalCheckpointScheduler

### Community 76 - "Community 76"
Cohesion: 0.26
Nodes (1): MigrationMonitorService

### Community 77 - "Community 77"
Cohesion: 0.27
Nodes (1): RelationEngineSchemaMigration

### Community 78 - "Community 78"
Cohesion: 0.2
Nodes (2): SqliteCoreMemoryAdapter, SqliteCoreMemoryPreparedStatement

### Community 79 - "Community 79"
Cohesion: 0.26
Nodes (1): SpacedRepetitionAlgorithm

### Community 80 - "Community 80"
Cohesion: 0.2
Nodes (3): AdaptiveRecallProbabilityCalculator, DefaultRecallProbabilityCalculator, EnhancedRecallProbabilityCalculator

### Community 81 - "Community 81"
Cohesion: 0.29
Nodes (1): ConvertEpisodicToSemanticTool

### Community 82 - "Community 82"
Cohesion: 0.27
Nodes (1): PinTool

### Community 83 - "Community 83"
Cohesion: 0.29
Nodes (8): buildScoreBreakdown(), computeStaleDays(), isMemoryRowActive(), isNonEmptyDeletedAt(), isTruthyFlag(), parseSqliteInstant(), passesEligibility(), resolveStaleAnchor()

### Community 84 - "Community 84"
Cohesion: 0.35
Nodes (10): buildQuarantinePath(), extractPragmaMessages(), formatTimestamp(), isOkResult(), looksLikeCorruption(), maskError(), quarantineDatabaseFile(), runCheck() (+2 more)

### Community 85 - "Community 85"
Cohesion: 0.31
Nodes (1): AriGraphSchemaExpansionMigration

### Community 86 - "Community 86"
Cohesion: 0.27
Nodes (1): ProceduralMemoryEnhancementMigration

### Community 87 - "Community 87"
Cohesion: 0.33
Nodes (1): AddCoreMemoryVersionMigration

### Community 88 - "Community 88"
Cohesion: 0.27
Nodes (1): QualityAssuranceSchemaMigration

### Community 89 - "Community 89"
Cohesion: 0.29
Nodes (1): TripleExtractionBatchJob

### Community 90 - "Community 90"
Cohesion: 0.35
Nodes (9): getMigrationStatus(), initializeMigrationStatusTable(), isMigrationCompleted(), isMigrationFailed(), isValidStatusTransition(), loadMigrationStatusToConfig(), prepareMigrationRetry(), setMigrationStatus() (+1 more)

### Community 91 - "Community 91"
Cohesion: 0.24
Nodes (1): TripleCacheService

### Community 92 - "Community 92"
Cohesion: 0.25
Nodes (1): LoggingHelper

### Community 93 - "Community 93"
Cohesion: 0.29
Nodes (7): resolveBoolean(), resolveEnv(), resolveNumber(), resolveOptionalNumber(), resolveOptionalString(), resolveString(), toArray()

### Community 94 - "Community 94"
Cohesion: 0.18
Nodes (1): AnchorCacheService

### Community 95 - "Community 95"
Cohesion: 0.35
Nodes (1): VectorSearchService

### Community 96 - "Community 96"
Cohesion: 0.25
Nodes (6): ConsolidationAlreadyRunningError, cosineSimilarity(), getMergeSimilarityThreshold(), mergeOriginSourceJson(), newSemanticId(), SleepConsolidationService

### Community 97 - "Community 97"
Cohesion: 0.27
Nodes (2): ModelAvailabilityService, now()

### Community 98 - "Community 98"
Cohesion: 0.36
Nodes (1): QualityMetricsCollector

### Community 99 - "Community 99"
Cohesion: 0.22
Nodes (3): calculateDCG(), calculateIDCG(), calculateNDCGAtK()

### Community 100 - "Community 100"
Cohesion: 0.36
Nodes (5): getCurrentLogLevel(), getTimestamp(), MCPLoggerStub, safeStderrWrite(), shouldLog()

### Community 101 - "Community 101"
Cohesion: 0.36
Nodes (1): ConsolidationScoreService

### Community 102 - "Community 102"
Cohesion: 0.29
Nodes (2): MigrationHistoryService, normalizeDate()

### Community 103 - "Community 103"
Cohesion: 0.29
Nodes (1): DatabaseLockMonitor

### Community 104 - "Community 104"
Cohesion: 0.22
Nodes (1): SchemaVersionManager

### Community 105 - "Community 105"
Cohesion: 0.31
Nodes (1): MirixSchemaExpansionMigration

### Community 106 - "Community 106"
Cohesion: 0.24
Nodes (1): WriteCoalescingManager

### Community 107 - "Community 107"
Cohesion: 0.22
Nodes (1): VectorSearchContainer

### Community 108 - "Community 108"
Cohesion: 0.29
Nodes (1): RememberTool

### Community 109 - "Community 109"
Cohesion: 0.33
Nodes (1): MemoryInjectionPrompt

### Community 110 - "Community 110"
Cohesion: 0.22
Nodes (1): ConsolidationRepository

### Community 111 - "Community 111"
Cohesion: 0.29
Nodes (1): PredicateCanonicalizer

### Community 112 - "Community 112"
Cohesion: 0.33
Nodes (2): escapeHtml(), QualityReporter

### Community 113 - "Community 113"
Cohesion: 0.36
Nodes (1): TripleExtractionLogger

### Community 114 - "Community 114"
Cohesion: 0.31
Nodes (1): MigrationRunner

### Community 115 - "Community 115"
Cohesion: 0.25
Nodes (1): BackupManager

### Community 116 - "Community 116"
Cohesion: 0.33
Nodes (1): AnchorTableMigration

### Community 117 - "Community 117"
Cohesion: 0.36
Nodes (1): FactMetadataFieldsMigration

### Community 118 - "Community 118"
Cohesion: 0.39
Nodes (1): MemoryItemIsConsolidatedMigration

### Community 119 - "Community 119"
Cohesion: 0.39
Nodes (1): TripleExtractionFieldsMigration

### Community 120 - "Community 120"
Cohesion: 0.42
Nodes (1): FeedbackEventAttributionMigration

### Community 121 - "Community 121"
Cohesion: 0.33
Nodes (1): ProceduralVersionIndexesMigration

### Community 122 - "Community 122"
Cohesion: 0.36
Nodes (1): MemoryItemAttributionMigration

### Community 123 - "Community 123"
Cohesion: 0.36
Nodes (1): KgTripleTableMigration

### Community 124 - "Community 124"
Cohesion: 0.39
Nodes (1): SoftDeleteFieldsMigration

### Community 125 - "Community 125"
Cohesion: 0.36
Nodes (1): MemoryItemOwnerIdMigration

### Community 126 - "Community 126"
Cohesion: 0.25
Nodes (1): RetryManager

### Community 127 - "Community 127"
Cohesion: 0.36
Nodes (1): FileLogger

### Community 128 - "Community 128"
Cohesion: 0.28
Nodes (3): convertMemoryRowToItem(), isMemoryType(), isPrivacyScope()

### Community 129 - "Community 129"
Cohesion: 0.31
Nodes (1): LoggingRateLimiter

### Community 130 - "Community 130"
Cohesion: 0.31
Nodes (4): buildLogMessage(), formatTime(), logToStderr(), safeStringify()

### Community 131 - "Community 131"
Cohesion: 0.36
Nodes (7): canonicalizeHttpBindHostForListen(), formatHttpBindHostForUrl(), getMementoHttpSecurityStartupViolationMessage(), isHttpBindHostRemotelyReachable(), isIpv4Loopback127Block(), isIpv4MappedLoopback(), MementoHttpSecurityStartupError

### Community 132 - "Community 132"
Cohesion: 0.22
Nodes (2): DefaultSearchLogger, HybridSearchFactory

### Community 133 - "Community 133"
Cohesion: 0.22
Nodes (0):

### Community 134 - "Community 134"
Cohesion: 0.36
Nodes (1): LlmProceduralExtractor

### Community 135 - "Community 135"
Cohesion: 0.44
Nodes (8): buildWindowCounts(), computeMemoryReviewQueueHealthLive(), countCandidates(), listMemoryReviewQueueHealthSnapshots(), maybeRecordMemoryReviewQueueHealthSnapshot(), memoryReviewQueueHealthSnapshotTableReady(), recordMemoryReviewQueueHealthSnapshot(), snapshotTableReady()

### Community 136 - "Community 136"
Cohesion: 0.22
Nodes (1): MockUnifiedEmbeddingService

### Community 137 - "Community 137"
Cohesion: 0.39
Nodes (1): RuleBasedRelationExtractor

### Community 138 - "Community 138"
Cohesion: 0.39
Nodes (1): RelationCache

### Community 139 - "Community 139"
Cohesion: 0.36
Nodes (1): EntityLinker

### Community 140 - "Community 140"
Cohesion: 0.33
Nodes (1): QualityThresholdManager

### Community 141 - "Community 141"
Cohesion: 0.28
Nodes (1): QualityEvaluator

### Community 142 - "Community 142"
Cohesion: 0.42
Nodes (8): benchmarkWeightCombinations(), compareWithBaseline(), generateBenchmarkGroundTruth(), generateTuningGuidelines(), loadBaselineSnapshot(), measureQualityWithWeights(), runConsolidationQualityBenchmark(), saveBaselineSnapshot()

### Community 143 - "Community 143"
Cohesion: 0.42
Nodes (6): loadBenchmarkCorpus(), loadBenchmarkGroundTruth(), loadBenchmarkManifest(), loadBenchmarkQueries(), readJsonFile(), resolveBenchmarkDir()

### Community 144 - "Community 144"
Cohesion: 0.39
Nodes (1): ProcessAttributeTableMigration

### Community 145 - "Community 145"
Cohesion: 0.39
Nodes (1): AddProjectIdMigration

### Community 146 - "Community 146"
Cohesion: 0.46
Nodes (1): MemoryReviewCandidateSchemaMigration

### Community 147 - "Community 147"
Cohesion: 0.39
Nodes (1): TelemetryEventsEventTypeCreatedAtIndexMigration

### Community 148 - "Community 148"
Cohesion: 0.39
Nodes (1): FixTfidfDimensionTriggerMigration

### Community 149 - "Community 149"
Cohesion: 0.43
Nodes (1): FeedbackEventScoreBreakdownMigration

### Community 150 - "Community 150"
Cohesion: 0.43
Nodes (1): FeedbackEventCommentMigration

### Community 151 - "Community 151"
Cohesion: 0.43
Nodes (1): ProceduralVersionFieldsMigration

### Community 152 - "Community 152"
Cohesion: 0.39
Nodes (1): FeedbackEventMemoryCreatedAtIndexMigration

### Community 153 - "Community 153"
Cohesion: 0.46
Nodes (1): ReviewQueueHealthSnapshotMigration

### Community 154 - "Community 154"
Cohesion: 0.32
Nodes (1): BatchJobExecutionCoordinator

### Community 155 - "Community 155"
Cohesion: 0.25
Nodes (0):

### Community 156 - "Community 156"
Cohesion: 0.29
Nodes (2): escapeDotString(), RelationVisualizer

### Community 157 - "Community 157"
Cohesion: 0.46
Nodes (6): getObjectSize(), limitArraySize(), mergeReflectionNotes(), normalizeNewReflectionNotes(), validateAndCleanupTotalSize(), validateSingleObjectSize()

### Community 158 - "Community 158"
Cohesion: 0.5
Nodes (2): isPIIMaskingEnabled(), PIIMasker

### Community 159 - "Community 159"
Cohesion: 0.25
Nodes (0):

### Community 160 - "Community 160"
Cohesion: 0.25
Nodes (1): LocalSearchService

### Community 161 - "Community 161"
Cohesion: 0.32
Nodes (1): ProceduralMemoryMatcher

### Community 162 - "Community 162"
Cohesion: 0.29
Nodes (2): MemoryNeighborService, MemoryNotFoundError

### Community 163 - "Community 163"
Cohesion: 0.29
Nodes (2): getMemoryReviewCandidateById(), mapRow()

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Cohesion: 1.0
Nodes (0):

### Community 448 - "Community 448"
Cohesion: 1.0
Nodes (0):

### Community 449 - "Community 449"
Cohesion: 1.0
Nodes (0):

### Community 450 - "Community 450"
Cohesion: 1.0
Nodes (0):

### Community 451 - "Community 451"
Cohesion: 1.0
Nodes (0):

### Community 452 - "Community 452"
Cohesion: 1.0
Nodes (0):

### Community 453 - "Community 453"
Cohesion: 1.0
Nodes (0):

### Community 454 - "Community 454"
Cohesion: 1.0
Nodes (0):

### Community 455 - "Community 455"
Cohesion: 1.0
Nodes (0):

### Community 456 - "Community 456"
Cohesion: 1.0
Nodes (0):

### Community 457 - "Community 457"
Cohesion: 1.0
Nodes (0):

### Community 458 - "Community 458"
Cohesion: 1.0
Nodes (0):

### Community 459 - "Community 459"
Cohesion: 1.0
Nodes (0):

### Community 460 - "Community 460"
Cohesion: 1.0
Nodes (0):

### Community 461 - "Community 461"
Cohesion: 1.0
Nodes (0):

### Community 462 - "Community 462"
Cohesion: 1.0
Nodes (0):

### Community 463 - "Community 463"
Cohesion: 1.0
Nodes (0):

### Community 464 - "Community 464"
Cohesion: 1.0
Nodes (0):

### Community 465 - "Community 465"
Cohesion: 1.0
Nodes (0):

### Community 466 - "Community 466"
Cohesion: 1.0
Nodes (0):

### Community 467 - "Community 467"
Cohesion: 1.0
Nodes (0):

### Community 468 - "Community 468"
Cohesion: 1.0
Nodes (0):

### Community 469 - "Community 469"
Cohesion: 1.0
Nodes (0):

### Community 470 - "Community 470"
Cohesion: 1.0
Nodes (0):

### Community 471 - "Community 471"
Cohesion: 1.0
Nodes (0):

### Community 472 - "Community 472"
Cohesion: 1.0
Nodes (0):

### Community 473 - "Community 473"
Cohesion: 1.0
Nodes (0):

### Community 474 - "Community 474"
Cohesion: 1.0
Nodes (0):

### Community 475 - "Community 475"
Cohesion: 1.0
Nodes (0):

### Community 476 - "Community 476"
Cohesion: 1.0
Nodes (0):

### Community 477 - "Community 477"
Cohesion: 1.0
Nodes (0):

### Community 478 - "Community 478"
Cohesion: 1.0
Nodes (0):

### Community 479 - "Community 479"
Cohesion: 1.0
Nodes (0):

### Community 480 - "Community 480"
Cohesion: 1.0
Nodes (0):

### Community 481 - "Community 481"
Cohesion: 1.0
Nodes (0):

### Community 482 - "Community 482"
Cohesion: 1.0
Nodes (0):

### Community 483 - "Community 483"
Cohesion: 1.0
Nodes (0):

### Community 484 - "Community 484"
Cohesion: 1.0
Nodes (0):

### Community 485 - "Community 485"
Cohesion: 1.0
Nodes (0):

### Community 486 - "Community 486"
Cohesion: 1.0
Nodes (0):

### Community 487 - "Community 487"
Cohesion: 1.0
Nodes (0):

### Community 488 - "Community 488"
Cohesion: 1.0
Nodes (0):

### Community 489 - "Community 489"
Cohesion: 1.0
Nodes (0):

### Community 490 - "Community 490"
Cohesion: 1.0
Nodes (0):

### Community 491 - "Community 491"
Cohesion: 1.0
Nodes (0):

### Community 492 - "Community 492"
Cohesion: 1.0
Nodes (0):

### Community 493 - "Community 493"
Cohesion: 1.0
Nodes (0):

### Community 494 - "Community 494"
Cohesion: 1.0
Nodes (0):

### Community 495 - "Community 495"
Cohesion: 1.0
Nodes (0):

### Community 496 - "Community 496"
Cohesion: 1.0
Nodes (0):

### Community 497 - "Community 497"
Cohesion: 1.0
Nodes (0):

### Community 498 - "Community 498"
Cohesion: 1.0
Nodes (0):

### Community 499 - "Community 499"
Cohesion: 1.0
Nodes (0):

### Community 500 - "Community 500"
Cohesion: 1.0
Nodes (0):

### Community 501 - "Community 501"
Cohesion: 1.0
Nodes (0):

### Community 502 - "Community 502"
Cohesion: 1.0
Nodes (0):

### Community 503 - "Community 503"
Cohesion: 1.0
Nodes (0):

### Community 504 - "Community 504"
Cohesion: 1.0
Nodes (0):

### Community 505 - "Community 505"
Cohesion: 1.0
Nodes (0):

### Community 506 - "Community 506"
Cohesion: 1.0
Nodes (0):

### Community 507 - "Community 507"
Cohesion: 1.0
Nodes (0):

### Community 508 - "Community 508"
Cohesion: 1.0
Nodes (0):

### Community 509 - "Community 509"
Cohesion: 1.0
Nodes (0):

### Community 510 - "Community 510"
Cohesion: 1.0
Nodes (0):

### Community 511 - "Community 511"
Cohesion: 1.0
Nodes (0):

### Community 512 - "Community 512"
Cohesion: 1.0
Nodes (0):

### Community 513 - "Community 513"
Cohesion: 1.0
Nodes (0):

### Community 514 - "Community 514"
Cohesion: 1.0
Nodes (0):

### Community 515 - "Community 515"
Cohesion: 1.0
Nodes (0):

### Community 516 - "Community 516"
Cohesion: 1.0
Nodes (0):

### Community 517 - "Community 517"
Cohesion: 1.0
Nodes (0):

### Community 518 - "Community 518"
Cohesion: 1.0
Nodes (0):

### Community 519 - "Community 519"
Cohesion: 1.0
Nodes (0):

### Community 520 - "Community 520"
Cohesion: 1.0
Nodes (0):

### Community 521 - "Community 521"
Cohesion: 1.0
Nodes (0):

### Community 522 - "Community 522"
Cohesion: 1.0
Nodes (0):

### Community 523 - "Community 523"
Cohesion: 1.0
Nodes (0):

### Community 524 - "Community 524"
Cohesion: 1.0
Nodes (0):

### Community 525 - "Community 525"
Cohesion: 1.0
Nodes (0):

### Community 526 - "Community 526"
Cohesion: 1.0
Nodes (0):

### Community 527 - "Community 527"
Cohesion: 1.0
Nodes (0):

### Community 528 - "Community 528"
Cohesion: 1.0
Nodes (0):

### Community 529 - "Community 529"
Cohesion: 1.0
Nodes (0):

### Community 530 - "Community 530"
Cohesion: 1.0
Nodes (0):

### Community 531 - "Community 531"
Cohesion: 1.0
Nodes (0):

### Community 532 - "Community 532"
Cohesion: 1.0
Nodes (0):

### Community 533 - "Community 533"
Cohesion: 1.0
Nodes (0):

### Community 534 - "Community 534"
Cohesion: 1.0
Nodes (0):

### Community 535 - "Community 535"
Cohesion: 1.0
Nodes (0):

### Community 536 - "Community 536"
Cohesion: 1.0
Nodes (0):

### Community 537 - "Community 537"
Cohesion: 1.0
Nodes (0):

### Community 538 - "Community 538"
Cohesion: 1.0
Nodes (0):

### Community 539 - "Community 539"
Cohesion: 1.0
Nodes (0):

### Community 540 - "Community 540"
Cohesion: 1.0
Nodes (0):

### Community 541 - "Community 541"
Cohesion: 1.0
Nodes (0):

### Community 542 - "Community 542"
Cohesion: 1.0
Nodes (0):

### Community 543 - "Community 543"
Cohesion: 1.0
Nodes (0):

### Community 544 - "Community 544"
Cohesion: 1.0
Nodes (0):

### Community 545 - "Community 545"
Cohesion: 1.0
Nodes (0):

### Community 546 - "Community 546"
Cohesion: 1.0
Nodes (0):

### Community 547 - "Community 547"
Cohesion: 1.0
Nodes (0):

### Community 548 - "Community 548"
Cohesion: 1.0
Nodes (0):

### Community 549 - "Community 549"
Cohesion: 1.0
Nodes (0):

### Community 550 - "Community 550"
Cohesion: 1.0
Nodes (0):

### Community 551 - "Community 551"
Cohesion: 1.0
Nodes (0):

### Community 552 - "Community 552"
Cohesion: 1.0
Nodes (0):

### Community 553 - "Community 553"
Cohesion: 1.0
Nodes (0):

### Community 554 - "Community 554"
Cohesion: 1.0
Nodes (0):

### Community 555 - "Community 555"
Cohesion: 1.0
Nodes (0):

### Community 556 - "Community 556"
Cohesion: 1.0
Nodes (0):

### Community 557 - "Community 557"
Cohesion: 1.0
Nodes (0):

### Community 558 - "Community 558"
Cohesion: 1.0
Nodes (0):

### Community 559 - "Community 559"
Cohesion: 1.0
Nodes (0):

### Community 560 - "Community 560"
Cohesion: 1.0
Nodes (0):

### Community 561 - "Community 561"
Cohesion: 1.0
Nodes (0):

### Community 562 - "Community 562"
Cohesion: 1.0
Nodes (0):

### Community 563 - "Community 563"
Cohesion: 1.0
Nodes (0):

### Community 564 - "Community 564"
Cohesion: 1.0
Nodes (0):

### Community 565 - "Community 565"
Cohesion: 1.0
Nodes (0):

### Community 566 - "Community 566"
Cohesion: 1.0
Nodes (0):

### Community 567 - "Community 567"
Cohesion: 1.0
Nodes (0):

### Community 568 - "Community 568"
Cohesion: 1.0
Nodes (0):

### Community 569 - "Community 569"
Cohesion: 1.0
Nodes (0):

### Community 570 - "Community 570"
Cohesion: 1.0
Nodes (0):

### Community 571 - "Community 571"
Cohesion: 1.0
Nodes (0):

### Community 572 - "Community 572"
Cohesion: 1.0
Nodes (0):

### Community 573 - "Community 573"
Cohesion: 1.0
Nodes (0):

### Community 574 - "Community 574"
Cohesion: 1.0
Nodes (0):

### Community 575 - "Community 575"
Cohesion: 1.0
Nodes (0):

### Community 576 - "Community 576"
Cohesion: 1.0
Nodes (0):

### Community 577 - "Community 577"
Cohesion: 1.0
Nodes (0):

### Community 578 - "Community 578"
Cohesion: 1.0
Nodes (0):

### Community 579 - "Community 579"
Cohesion: 1.0
Nodes (0):

### Community 580 - "Community 580"
Cohesion: 1.0
Nodes (0):

### Community 581 - "Community 581"
Cohesion: 1.0
Nodes (0):

### Community 582 - "Community 582"
Cohesion: 1.0
Nodes (0):

### Community 583 - "Community 583"
Cohesion: 1.0
Nodes (0):

### Community 584 - "Community 584"
Cohesion: 1.0
Nodes (0):

### Community 585 - "Community 585"
Cohesion: 1.0
Nodes (0):

### Community 586 - "Community 586"
Cohesion: 1.0
Nodes (0):

### Community 587 - "Community 587"
Cohesion: 1.0
Nodes (0):

### Community 588 - "Community 588"
Cohesion: 1.0
Nodes (0):

### Community 589 - "Community 589"
Cohesion: 1.0
Nodes (0):

### Community 590 - "Community 590"
Cohesion: 1.0
Nodes (0):

### Community 591 - "Community 591"
Cohesion: 1.0
Nodes (0):

### Community 592 - "Community 592"
Cohesion: 1.0
Nodes (0):

### Community 593 - "Community 593"
Cohesion: 1.0
Nodes (0):

### Community 594 - "Community 594"
Cohesion: 1.0
Nodes (0):

### Community 595 - "Community 595"
Cohesion: 1.0
Nodes (0):

### Community 596 - "Community 596"
Cohesion: 1.0
Nodes (0):

### Community 597 - "Community 597"
Cohesion: 1.0
Nodes (0):

### Community 598 - "Community 598"
Cohesion: 1.0
Nodes (0):

### Community 599 - "Community 599"
Cohesion: 1.0
Nodes (0):

### Community 600 - "Community 600"
Cohesion: 1.0
Nodes (0):

### Community 601 - "Community 601"
Cohesion: 1.0
Nodes (0):

### Community 602 - "Community 602"
Cohesion: 1.0
Nodes (0):

### Community 603 - "Community 603"
Cohesion: 1.0
Nodes (0):

### Community 604 - "Community 604"
Cohesion: 1.0
Nodes (0):

### Community 605 - "Community 605"
Cohesion: 1.0
Nodes (0):

### Community 606 - "Community 606"
Cohesion: 1.0
Nodes (0):

### Community 607 - "Community 607"
Cohesion: 1.0
Nodes (0):

### Community 608 - "Community 608"
Cohesion: 1.0
Nodes (0):

### Community 609 - "Community 609"
Cohesion: 1.0
Nodes (0):

### Community 610 - "Community 610"
Cohesion: 1.0
Nodes (0):

### Community 611 - "Community 611"
Cohesion: 1.0
Nodes (0):

### Community 612 - "Community 612"
Cohesion: 1.0
Nodes (0):

### Community 613 - "Community 613"
Cohesion: 1.0
Nodes (0):

### Community 614 - "Community 614"
Cohesion: 1.0
Nodes (0):

### Community 615 - "Community 615"
Cohesion: 1.0
Nodes (0):

### Community 616 - "Community 616"
Cohesion: 1.0
Nodes (0):

### Community 617 - "Community 617"
Cohesion: 1.0
Nodes (0):

### Community 618 - "Community 618"
Cohesion: 1.0
Nodes (0):

### Community 619 - "Community 619"
Cohesion: 1.0
Nodes (0):

### Community 620 - "Community 620"
Cohesion: 1.0
Nodes (0):

### Community 621 - "Community 621"
Cohesion: 1.0
Nodes (0):

### Community 622 - "Community 622"
Cohesion: 1.0
Nodes (0):

### Community 623 - "Community 623"
Cohesion: 1.0
Nodes (0):

### Community 624 - "Community 624"
Cohesion: 1.0
Nodes (0):

### Community 625 - "Community 625"
Cohesion: 1.0
Nodes (0):

### Community 626 - "Community 626"
Cohesion: 1.0
Nodes (0):

### Community 627 - "Community 627"
Cohesion: 1.0
Nodes (0):

### Community 628 - "Community 628"
Cohesion: 1.0
Nodes (0):

### Community 629 - "Community 629"
Cohesion: 1.0
Nodes (0):

### Community 630 - "Community 630"
Cohesion: 1.0
Nodes (0):

### Community 631 - "Community 631"
Cohesion: 1.0
Nodes (0):

### Community 632 - "Community 632"
Cohesion: 1.0
Nodes (0):

### Community 633 - "Community 633"
Cohesion: 1.0
Nodes (0):

### Community 634 - "Community 634"
Cohesion: 1.0
Nodes (0):

### Community 635 - "Community 635"
Cohesion: 1.0
Nodes (0):

### Community 636 - "Community 636"
Cohesion: 1.0
Nodes (0):

### Community 637 - "Community 637"
Cohesion: 1.0
Nodes (0):

### Community 638 - "Community 638"
Cohesion: 1.0
Nodes (0):

### Community 639 - "Community 639"
Cohesion: 1.0
Nodes (0):

### Community 640 - "Community 640"
Cohesion: 1.0
Nodes (0):

### Community 641 - "Community 641"
Cohesion: 1.0
Nodes (0):

### Community 642 - "Community 642"
Cohesion: 1.0
Nodes (0):

### Community 643 - "Community 643"
Cohesion: 1.0
Nodes (0):

### Community 644 - "Community 644"
Cohesion: 1.0
Nodes (0):

### Community 645 - "Community 645"
Cohesion: 1.0
Nodes (0):

### Community 646 - "Community 646"
Cohesion: 1.0
Nodes (0):

### Community 647 - "Community 647"
Cohesion: 1.0
Nodes (0):

### Community 648 - "Community 648"
Cohesion: 1.0
Nodes (0):

### Community 649 - "Community 649"
Cohesion: 1.0
Nodes (0):

### Community 650 - "Community 650"
Cohesion: 1.0
Nodes (0):

### Community 651 - "Community 651"
Cohesion: 1.0
Nodes (0):

### Community 652 - "Community 652"
Cohesion: 1.0
Nodes (0):

### Community 653 - "Community 653"
Cohesion: 1.0
Nodes (0):

### Community 654 - "Community 654"
Cohesion: 1.0
Nodes (0):

### Community 655 - "Community 655"
Cohesion: 1.0
Nodes (0):

### Community 656 - "Community 656"
Cohesion: 1.0
Nodes (0):

### Community 657 - "Community 657"
Cohesion: 1.0
Nodes (0):

### Community 658 - "Community 658"
Cohesion: 1.0
Nodes (0):

### Community 659 - "Community 659"
Cohesion: 1.0
Nodes (0):

### Community 660 - "Community 660"
Cohesion: 1.0
Nodes (0):

### Community 661 - "Community 661"
Cohesion: 1.0
Nodes (0):

### Community 662 - "Community 662"
Cohesion: 1.0
Nodes (0):

### Community 663 - "Community 663"
Cohesion: 1.0
Nodes (0):

### Community 664 - "Community 664"
Cohesion: 1.0
Nodes (0):

### Community 665 - "Community 665"
Cohesion: 1.0
Nodes (0):

### Community 666 - "Community 666"
Cohesion: 1.0
Nodes (0):

### Community 667 - "Community 667"
Cohesion: 1.0
Nodes (0):

### Community 668 - "Community 668"
Cohesion: 1.0
Nodes (0):

### Community 669 - "Community 669"
Cohesion: 1.0
Nodes (0):

### Community 670 - "Community 670"
Cohesion: 1.0
Nodes (0):

### Community 671 - "Community 671"
Cohesion: 1.0
Nodes (0):

### Community 672 - "Community 672"
Cohesion: 1.0
Nodes (0):

## Knowledge Gaps
- **1 isolated node(s):** `FeedbackRepository`
  These have ≤1 connection - possible missing edges or undocumented components.
- **Thin community `Community 348`** (2 nodes): `initializeServices()`, `bootstrap.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 349`** (2 nodes): `write-and-meta.ts`, `createWriteCoalescingMetaAndScore()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 350`** (2 nodes): `createBatchTelemetryRelationAndSleep()`, `batch-telemetry-relation.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 351`** (2 nodes): `createAnchorStack()`, `anchor-stack.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 352`** (2 nodes): `startFailureAndReflexion()`, `failure-reflexion.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 353`** (2 nodes): `createSearchEmbeddingAndOptimizerServices()`, `search-and-embedding.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 354`** (2 nodes): `createMonitoringAndSchedulers()`, `monitoring-schedulers.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 355`** (2 nodes): `createRuntimeDiagnosticsSampler()`, `runtime-diagnostics-sampler.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 356`** (2 nodes): `createInput()`, `consolidation-score-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 357`** (2 nodes): `createRelationGraph()`, `relation-graph-factory.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 358`** (2 nodes): `createBaseSchema()`, `database-lock-scenarios.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 359`** (2 nodes): `wal-checkpoint-scheduler.spec.ts`, `uniqueWalTestDbPath()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 360`** (2 nodes): `openLockTestDatabase()`, `database-lock-monitor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 361`** (2 nodes): `createProgress()`, `migration-monitor-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 362`** (2 nodes): `createCoreMemoryRepository()`, `core-memory-repository.factory.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 363`** (2 nodes): `createCoreMemoryTable()`, `core-memory-auto-load.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 364`** (2 nodes): `createDbPath()`, `db-integrity-preflight.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 365`** (2 nodes): `createBaseSchema()`, `migration-runner.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 366`** (2 nodes): `createBaseSchema()`, `008-arigraph-schema-expansion.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 367`** (2 nodes): `createBaseSchema()`, `011-meta-memory-stats-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 368`** (2 nodes): `createBaseSchema()`, `009-quality-assurance-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 369`** (2 nodes): `createBaseSchema()`, `002-mirix-schema-expansion.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 370`** (2 nodes): `createSchemaWith018()`, `019-backfill-kg-triple-from-memory-item.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 371`** (2 nodes): `createBaseSchema()`, `004-anchor-table.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 372`** (2 nodes): `createBaseSchema()`, `010-add-core-memory-version.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 373`** (2 nodes): `createBaseSchema()`, `007-procedural-memory-enhancement.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 374`** (2 nodes): `createBaseSchema()`, `003-consolidation-score-fields.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 375`** (2 nodes): `mergeBatchSchedulerJobConfig()`, `batch-scheduler-default-config.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 376`** (2 nodes): `collectBatchSchedulerDatabaseStats()`, `batch-scheduler-database-stats.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 377`** (2 nodes): `validateBatchJobConfig()`, `batch-scheduler-validate-config.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 378`** (2 nodes): `shouldRetry()`, `retry-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 379`** (2 nodes): `baseResult()`, `memory-review-candidates-run-diagnostics.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 380`** (2 nodes): `initializeTestDatabase()`, `batch-scheduler-consolidation-score.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 381`** (2 nodes): `createQualityTables()`, `quality-measurement-batch-job.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 382`** (2 nodes): `emitTfidfFallbackWarningIfNeeded()`, `embedding-provider-diagnostics.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 383`** (2 nodes): `validateAndNormalizeDbPath()`, `db-path.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 384`** (2 nodes): `operation()`, `error-handling.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 385`** (2 nodes): `ensureMemoryReviewCandidateSchema()`, `ensure-memory-review-candidate-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 386`** (2 nodes): `withErrorHandling()`, `error-handling.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 387`** (2 nodes): `ensureMetaMemoryStatsSchema()`, `ensure-meta-memory-stats-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 388`** (2 nodes): `initializeTestDatabase()`, `procedural-memory-change-detector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 389`** (2 nodes): `ensureQualityAssuranceSchema()`, `ensure-quality-assurance-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 390`** (2 nodes): `initializeTestDatabase()`, `procedural-memory-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 391`** (2 nodes): `assertMacroCategory()`, `benchmark.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 392`** (2 nodes): `isMemoryItemType()`, `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 393`** (2 nodes): `validateConfig()`, `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 394`** (2 nodes): `initializeTestDatabase()`, `set-anchor-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 395`** (2 nodes): `initializeTestDatabase()`, `search-local-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 396`** (2 nodes): `vector-search-engine-types.ts`, `isInitializableVectorSearchEngine()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 397`** (2 nodes): `resolveRepoRankingProfile()`, `hybrid-search.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 398`** (2 nodes): `normalizeSearchBySimilarityOutcome()`, `hybrid-search-outcome-utils.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 399`** (2 nodes): `vector-performance-tester.spec.ts`, `createMockPerformanceRepository()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 400`** (2 nodes): `vector-search.service.spec.ts`, `createMockRepository()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 401`** (2 nodes): `vector-search-facade.spec.ts`, `createMockRepositories()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 402`** (2 nodes): `vector-index-manager.spec.ts`, `createMockIndexRepository()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 403`** (2 nodes): `telemetry-repository.spec.ts`, `openTelemetryDb()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 404`** (2 nodes): `makeDeps()`, `personal-knowledge-agent-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 405`** (2 nodes): `createKgTripleTable()`, `kg-triple-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 406`** (2 nodes): `createProcessAttributeTable()`, `process-attribute-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 407`** (2 nodes): `createKnowledgeVaultTable()`, `knowledge-vault-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 408`** (2 nodes): `createCoreMemoryTable()`, `core-memory-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 409`** (2 nodes): `normalizeProviderFilter()`, `recall-tool-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 410`** (2 nodes): `mapRecallSearchItemsToResultItems()`, `recall-tool-results.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 411`** (2 nodes): `createSchema()`, `procedural-diff-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 412`** (2 nodes): `createSchema()`, `procedural-rollback-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 413`** (2 nodes): `initializeTestDatabase()`, `remember-procedure-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 414`** (2 nodes): `parseData()`, `feedback-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 415`** (2 nodes): `createBaseSchema()`, `memory-review-candidate-persistence-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 416`** (2 nodes): `baseRow()`, `memory-review-candidate-selection-scoring.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 417`** (2 nodes): `updateRepresentativeRepetitionMeta()`, `repetition-meta-update-service.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 418`** (2 nodes): `openDb()`, `admin-memory-item-preview-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 419`** (2 nodes): `createBaseSchema()`, `memory-review-candidate-selection-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 420`** (2 nodes): `createBaseSchema()`, `meta-memory-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 421`** (2 nodes): `createKnowledgeVaultTable()`, `knowledge-vault-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 422`** (2 nodes): `createSchema()`, `procedural-rollback-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 423`** (2 nodes): `createSchema()`, `procedural-versioning.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 424`** (2 nodes): `createBaseSchema()`, `meta-memory-introspection-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 425`** (2 nodes): `createSchema()`, `procedural-memory-diff.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 426`** (2 nodes): `applyConsolidationTestSchema()`, `consolidation-test-schema.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 427`** (2 nodes): `summarization-service.spec.ts`, `row()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 428`** (2 nodes): `ep()`, `clustering-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 429`** (2 nodes): `createMemoryDbWithKgTriple()`, `extract-triples-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 430`** (2 nodes): `createTestMemory()`, `relation-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 431`** (2 nodes): `createTestMemory()`, `rule-based-relation-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 432`** (2 nodes): `triple-pipeline-orchestrator.spec.ts`, `extract()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 433`** (2 nodes): `triple-text-chunker.ts`, `splitTextIntoChunks()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 434`** (2 nodes): `triple-input-normalizer.ts`, `normalizeChatMessagesToText()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 435`** (2 nodes): `extractRelationsWithGemini()`, `extract-relations-gemini.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 436`** (2 nodes): `extractRelationsWithOpenAI()`, `extract-relations-openai.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 437`** (2 nodes): `filterRelationCandidatesByEmbedding()`, `embedding-candidate-filter.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 438`** (2 nodes): `extractRelationsWithOllama()`, `extract-relations-ollama.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 439`** (2 nodes): `executeResolveError()`, `resolve-error.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 440`** (2 nodes): `executeErrorStats()`, `error-stats.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 441`** (2 nodes): `createBaseSchema()`, `get-meta-memory-stats-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 442`** (2 nodes): `restoreEnvValue()`, `runtime-diagnostics-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 443`** (2 nodes): `createQualityThresholdsTable()`, `quality-evaluator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 444`** (2 nodes): `createQualityThresholdsTable()`, `quality-threshold-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 445`** (2 nodes): `test-bootstrap.ts`, `testBootstrapIntegration()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 446`** (2 nodes): `test-sleep-consolidation-isolation.spec.ts`, `measureRecall()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 447`** (2 nodes): `test-embedding.ts`, `testEmbeddingFunctionality()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 448`** (2 nodes): `test-search.ts`, `testSearchFunctionality()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 449`** (2 nodes): `test-forgetting.ts`, `testForgettingFunctionality()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 450`** (2 nodes): `test-m1-completion.ts`, `testM1Completion()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 451`** (2 nodes): `test-gemini-embedding.ts`, `testGeminiEmbeddingService()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 452`** (2 nodes): `test-feedback-ranking.spec.ts`, `parseItems()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 453`** (2 nodes): `test-regression.ts`, `testRegression()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 454`** (2 nodes): `test-single-provider-regression.ts`, `testSingleProviderRegression()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 455`** (2 nodes): `test-vector-search-engine.ts`, `constructor()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 456`** (2 nodes): `test-memory-neighbors.ts`, `createTestMemories()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 457`** (2 nodes): `test-lightweight-embedding.ts`, `testLightweightEmbeddingFunctionality()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 458`** (2 nodes): `test-sleep-consolidation.spec.ts`, `seedCluster()`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 459`** (2 nodes): `writeFixtureDir()`, `search-quality-review-verifier.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 460`** (2 nodes): `mergeCandidateIds()`, `search-quality-candidate-builder.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 461`** (2 nodes): `copyDir()`, `copy-assets.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 462`** (1 nodes): `triple-extraction-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 463`** (1 nodes): `database-optimize-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 464`** (1 nodes): `database-optimizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 465`** (1 nodes): `core-memory-repository.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 466`** (1 nodes): `cache-version-sync.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 467`** (1 nodes): `init.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 468`** (1 nodes): `migrate.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 469`** (1 nodes): `schema-version-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 470`** (1 nodes): `migration-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 471`** (1 nodes): `types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 472`** (1 nodes): `migration-detector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 473`** (1 nodes): `backup-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 474`** (1 nodes): `dependency-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 475`** (1 nodes): `sqlite-core-memory-adapter.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 476`** (1 nodes): `core-memory-repository-sqlite.impl.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 477`** (1 nodes): `cache-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 478`** (1 nodes): `batch-scheduler-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 479`** (1 nodes): `batch-scheduler-run-context.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 480`** (1 nodes): `file-logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 481`** (1 nodes): `health-checker.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 482`** (1 nodes): `relation-validator-executor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 483`** (1 nodes): `telemetry-cleanup-batch-job.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 484`** (1 nodes): `sleep-consolidation-batch-job.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 485`** (1 nodes): `reflection-notes-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 486`** (1 nodes): `stopwords.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 487`** (1 nodes): `db-path.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 488`** (1 nodes): `fts5-migration-status.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 489`** (1 nodes): `procedural-memory-extractor.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 490`** (1 nodes): `type-param-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 491`** (1 nodes): `environment-check.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 492`** (1 nodes): `write-coalescing.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 493`** (1 nodes): `configuration-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 494`** (1 nodes): `logger.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 495`** (1 nodes): `relation-type-converter.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 496`** (1 nodes): `sql-security-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 497`** (1 nodes): `path-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 498`** (1 nodes): `triple-cache.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 499`** (1 nodes): `type-param-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 500`** (1 nodes): `logger-schema-validation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 501`** (1 nodes): `logging-rate-limiter.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 502`** (1 nodes): `logger-schema.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 503`** (1 nodes): `pii-masker-env-control.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 504`** (1 nodes): `logging-helpers.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 505`** (1 nodes): `pii-masker-integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 506`** (1 nodes): `migration.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 507`** (1 nodes): `consolidation-score.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 508`** (1 nodes): `consolidation.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 509`** (1 nodes): `vector-search.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 510`** (1 nodes): `spaced-repetition.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 511`** (1 nodes): `procedural-versioning.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 512`** (1 nodes): `triple-extraction.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 513`** (1 nodes): `feedback.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 514`** (1 nodes): `embedding.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 515`** (1 nodes): `relation-graph.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 516`** (1 nodes): `failure-event.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 517`** (1 nodes): `error-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 518`** (1 nodes): `ranking.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 519`** (1 nodes): `alerts.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 520`** (1 nodes): `search.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 521`** (1 nodes): `index.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 522`** (1 nodes): `embedding-provider-monitoring.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 523`** (1 nodes): `constants.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 524`** (1 nodes): `vector-search.config.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 525`** (1 nodes): `ranking-weights-loader.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 526`** (1 nodes): `constants.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 527`** (1 nodes): `config-validation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 528`** (1 nodes): `retry-options-loader.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 529`** (1 nodes): `environment-paths.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 530`** (1 nodes): `config-loader-utils.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 531`** (1 nodes): `relation-constants.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 532`** (1 nodes): `introspection-constants.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 533`** (1 nodes): `http-bind-policy.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 534`** (1 nodes): `reflexion-worker.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 535`** (1 nodes): `retry-manager.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 536`** (1 nodes): `cache.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 537`** (1 nodes): `async-task-queue.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 538`** (1 nodes): `error-logging.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 539`** (1 nodes): `spaced-repetition.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 540`** (1 nodes): `consolidation-score.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 541`** (1 nodes): `database.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 542`** (1 nodes): `database-optimizer.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 543`** (1 nodes): `batch-scheduler.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 544`** (1 nodes): `initialize.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 545`** (1 nodes): `openai-client.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 546`** (1 nodes): `llm-provider-fallback-ollama.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 547`** (1 nodes): `llm-provider-fallback-gemini.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 548`** (1 nodes): `ollama-connection.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 549`** (1 nodes): `llm-provider-fallback-auto.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 550`** (1 nodes): `llm-provider-fallback-openai.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 551`** (1 nodes): `environment-priority.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 552`** (1 nodes): `validate-api-keys.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 553`** (1 nodes): `gemini-client.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 554`** (1 nodes): `fallback-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 555`** (1 nodes): `anchor-manager.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 556`** (1 nodes): `anchor-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 557`** (1 nodes): `query-filter-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 558`** (1 nodes): `anchor-cache-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 559`** (1 nodes): `search-strategy-interfaces.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 560`** (1 nodes): `embedding-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 561`** (1 nodes): `n-hop-search-strategy.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 562`** (1 nodes): `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 563`** (1 nodes): `query-filter-strategy.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 564`** (1 nodes): `database-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 565`** (1 nodes): `local-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 566`** (1 nodes): `n-hop-search-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 567`** (1 nodes): `vector-search.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 568`** (1 nodes): `procedural-memory-matcher.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 569`** (1 nodes): `search-ranking.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 570`** (1 nodes): `hybrid-search-engine-consolidation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 571`** (1 nodes): `process-attribute-fit.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 572`** (1 nodes): `search-result-combiner-consolidation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 573`** (1 nodes): `vector-performance.repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 574`** (1 nodes): `vector-search.repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 575`** (1 nodes): `vector-search-result-normalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 576`** (1 nodes): `spaced-repetition.factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 577`** (1 nodes): `spaced-repetition-refactored.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 578`** (1 nodes): `spaced-repetition.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 579`** (1 nodes): `forgetting-algorithm.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 580`** (1 nodes): `forgetting-stats-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 581`** (1 nodes): `forgetting-policy-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 582`** (1 nodes): `review-scheduling.service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 583`** (1 nodes): `interval-calculation.service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 584`** (1 nodes): `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 585`** (1 nodes): `telemetry.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 586`** (1 nodes): `telemetry-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 587`** (1 nodes): `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 588`** (1 nodes): `llm-port.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 589`** (1 nodes): `persistence-port.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 590`** (1 nodes): `context-port.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 591`** (1 nodes): `agent-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 592`** (1 nodes): `core-memory-repository.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 593`** (1 nodes): `kg-triple-repository.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 594`** (1 nodes): `process-attribute-repository.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 595`** (1 nodes): `core-memory-database.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 596`** (1 nodes): `knowledge-vault-repository.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 597`** (1 nodes): `feedback-repository.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 598`** (1 nodes): `core-memory-repository.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 599`** (1 nodes): `kg-triple-repository.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 600`** (1 nodes): `knowledge-vault-repository.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 601`** (1 nodes): `process-attribute-repository.interface.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 602`** (1 nodes): `feedback-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 603`** (1 nodes): `recall-tool-types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 604`** (1 nodes): `get-memory-neighbors-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 605`** (1 nodes): `telemetry-instrumentation.integration.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 606`** (1 nodes): `forget-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 607`** (1 nodes): `cleanup-memory-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 608`** (1 nodes): `get-introspection-summary-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 609`** (1 nodes): `memory-injection-prompt.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 610`** (1 nodes): `unpin-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 611`** (1 nodes): `pin-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 612`** (1 nodes): `memory-review-queue-health-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 613`** (1 nodes): `memory-review-candidate-persistence.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 614`** (1 nodes): `memory-review-candidate-selection.types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 615`** (1 nodes): `memory-review-candidate-selection-env.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 616`** (1 nodes): `procedural-llm-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 617`** (1 nodes): `introspection-scan-cache.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 618`** (1 nodes): `repetition-meta-update-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 619`** (1 nodes): `memory-neighbor-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 620`** (1 nodes): `memory-embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 621`** (1 nodes): `core-memory-cache-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 622`** (1 nodes): `semantic-memory-update-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 623`** (1 nodes): `index.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 624`** (1 nodes): `consolidation-repository.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 625`** (1 nodes): `relation-graph.port.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 626`** (1 nodes): `remove-relation-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 627`** (1 nodes): `relation-quality-validator.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 628`** (1 nodes): `provider-auto.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 629`** (1 nodes): `provider-no-api-keys.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 630`** (1 nodes): `provider-ollama.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 631`** (1 nodes): `provider-openai.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 632`** (1 nodes): `provider-init-failure.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 633`** (1 nodes): `provider-gemini.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 634`** (1 nodes): `triple-extraction-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 635`** (1 nodes): `interfaces.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 636`** (1 nodes): `triple-chunk-merge.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 637`** (1 nodes): `triple-text-chunker.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 638`** (1 nodes): `predicate-canonicalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 639`** (1 nodes): `triple-input-normalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 640`** (1 nodes): `entity-linker.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 641`** (1 nodes): `triple-normalizer.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 642`** (1 nodes): `interfaces.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 643`** (1 nodes): `triple-extractor.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 644`** (1 nodes): `triple-parser.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 645`** (1 nodes): `types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 646`** (1 nodes): `embedding-provider-factory.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 647`** (1 nodes): `retry-manager-usage.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 648`** (1 nodes): `vector-compatibility-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 649`** (1 nodes): `embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 650`** (1 nodes): `unified-embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 651`** (1 nodes): `minilm-embedding-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 652`** (1 nodes): `performance-stats-tool.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 653`** (1 nodes): `resolve-error.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 654`** (1 nodes): `error-stats.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 655`** (1 nodes): `failure-detector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 656`** (1 nodes): `error-logging-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 657`** (1 nodes): `alert-notification-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 658`** (1 nodes): `performance-alert-service.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 659`** (1 nodes): `quality-metrics-collector.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 660`** (1 nodes): `types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 661`** (1 nodes): `mock-database.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 662`** (1 nodes): `vitest.setup.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 663`** (1 nodes): `test-vector-search-quality-with-consolidation.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 664`** (1 nodes): `embedding-integration-test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 665`** (1 nodes): `test-batch-scheduler.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 666`** (1 nodes): `test-memory-injection-prompt.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 667`** (1 nodes): `search-quality-review-checklist.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 668`** (1 nodes): `vector-search-quality-metrics.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 669`** (1 nodes): `search-quality-candidate-builder.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 670`** (1 nodes): `search-quality-benchmark-builder.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 671`** (1 nodes): `search-quality-benchmark-fixtures.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 672`** (1 nodes): `benchmark-search-database.spec.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.

## Suggested Questions
_Questions this graph is uniquely positioned to answer:_

- **What connects `FeedbackRepository` to the rest of the system?**
  _1 weakly-connected nodes found - possible documentation gaps or missing edges._
- **Should `Community 0` be split into smaller, more focused modules?**
  _Cohesion score 0.07 - nodes in this community are weakly interconnected._
- **Should `Community 1` be split into smaller, more focused modules?**
  _Cohesion score 0.06 - nodes in this community are weakly interconnected._
- **Should `Community 2` be split into smaller, more focused modules?**
  _Cohesion score 0.08 - nodes in this community are weakly interconnected._
- **Should `Community 3` be split into smaller, more focused modules?**
  _Cohesion score 0.08 - nodes in this community are weakly interconnected._
- **Should `Community 4` be split into smaller, more focused modules?**
  _Cohesion score 0.07 - nodes in this community are weakly interconnected._
- **Should `Community 5` be split into smaller, more focused modules?**
  _Cohesion score 0.1 - nodes in this community are weakly interconnected._