# Graph Report - /Users/etlab/projects/maxai-service  (2026-08-12)

## Corpus Check
- 270 files · ~212,731 words
- Verdict: corpus is large enough that graph structure adds value.

## Summary
- 1291 nodes · 2320 edges · 139 communities detected
- Extraction: 79% EXTRACTED · 21% INFERRED · 0% AMBIGUOUS · INFERRED: 478 edges (avg confidence: 0.8)
- 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]]
- [[_COMMUNITY_Community 57|Community 57]]
- [[_COMMUNITY_Community 58|Community 58]]
- [[_COMMUNITY_Community 59|Community 59]]
- [[_COMMUNITY_Community 60|Community 60]]
- [[_COMMUNITY_Community 61|Community 61]]
- [[_COMMUNITY_Community 62|Community 62]]
- [[_COMMUNITY_Community 63|Community 63]]
- [[_COMMUNITY_Community 64|Community 64]]
- [[_COMMUNITY_Community 65|Community 65]]
- [[_COMMUNITY_Community 66|Community 66]]
- [[_COMMUNITY_Community 67|Community 67]]
- [[_COMMUNITY_Community 68|Community 68]]
- [[_COMMUNITY_Community 69|Community 69]]
- [[_COMMUNITY_Community 70|Community 70]]
- [[_COMMUNITY_Community 71|Community 71]]
- [[_COMMUNITY_Community 72|Community 72]]
- [[_COMMUNITY_Community 73|Community 73]]
- [[_COMMUNITY_Community 74|Community 74]]
- [[_COMMUNITY_Community 75|Community 75]]
- [[_COMMUNITY_Community 76|Community 76]]
- [[_COMMUNITY_Community 77|Community 77]]
- [[_COMMUNITY_Community 78|Community 78]]
- [[_COMMUNITY_Community 79|Community 79]]
- [[_COMMUNITY_Community 80|Community 80]]
- [[_COMMUNITY_Community 81|Community 81]]
- [[_COMMUNITY_Community 82|Community 82]]
- [[_COMMUNITY_Community 83|Community 83]]
- [[_COMMUNITY_Community 84|Community 84]]
- [[_COMMUNITY_Community 85|Community 85]]
- [[_COMMUNITY_Community 86|Community 86]]
- [[_COMMUNITY_Community 87|Community 87]]
- [[_COMMUNITY_Community 88|Community 88]]
- [[_COMMUNITY_Community 89|Community 89]]
- [[_COMMUNITY_Community 90|Community 90]]
- [[_COMMUNITY_Community 91|Community 91]]
- [[_COMMUNITY_Community 92|Community 92]]
- [[_COMMUNITY_Community 93|Community 93]]
- [[_COMMUNITY_Community 94|Community 94]]
- [[_COMMUNITY_Community 95|Community 95]]
- [[_COMMUNITY_Community 96|Community 96]]
- [[_COMMUNITY_Community 97|Community 97]]
- [[_COMMUNITY_Community 98|Community 98]]
- [[_COMMUNITY_Community 99|Community 99]]
- [[_COMMUNITY_Community 100|Community 100]]
- [[_COMMUNITY_Community 101|Community 101]]
- [[_COMMUNITY_Community 102|Community 102]]
- [[_COMMUNITY_Community 103|Community 103]]
- [[_COMMUNITY_Community 104|Community 104]]
- [[_COMMUNITY_Community 105|Community 105]]
- [[_COMMUNITY_Community 106|Community 106]]
- [[_COMMUNITY_Community 107|Community 107]]
- [[_COMMUNITY_Community 108|Community 108]]
- [[_COMMUNITY_Community 109|Community 109]]
- [[_COMMUNITY_Community 110|Community 110]]
- [[_COMMUNITY_Community 111|Community 111]]
- [[_COMMUNITY_Community 112|Community 112]]
- [[_COMMUNITY_Community 113|Community 113]]
- [[_COMMUNITY_Community 114|Community 114]]
- [[_COMMUNITY_Community 115|Community 115]]
- [[_COMMUNITY_Community 116|Community 116]]
- [[_COMMUNITY_Community 117|Community 117]]
- [[_COMMUNITY_Community 118|Community 118]]
- [[_COMMUNITY_Community 119|Community 119]]
- [[_COMMUNITY_Community 120|Community 120]]
- [[_COMMUNITY_Community 121|Community 121]]
- [[_COMMUNITY_Community 122|Community 122]]
- [[_COMMUNITY_Community 123|Community 123]]
- [[_COMMUNITY_Community 124|Community 124]]
- [[_COMMUNITY_Community 125|Community 125]]
- [[_COMMUNITY_Community 126|Community 126]]
- [[_COMMUNITY_Community 127|Community 127]]
- [[_COMMUNITY_Community 128|Community 128]]
- [[_COMMUNITY_Community 129|Community 129]]
- [[_COMMUNITY_Community 130|Community 130]]
- [[_COMMUNITY_Community 131|Community 131]]
- [[_COMMUNITY_Community 132|Community 132]]
- [[_COMMUNITY_Community 133|Community 133]]
- [[_COMMUNITY_Community 134|Community 134]]
- [[_COMMUNITY_Community 135|Community 135]]
- [[_COMMUNITY_Community 136|Community 136]]
- [[_COMMUNITY_Community 137|Community 137]]
- [[_COMMUNITY_Community 138|Community 138]]

## God Nodes (most connected - your core abstractions)
1. `query()` - 62 edges
2. `fail()` - 23 edges
3. `get()` - 18 edges
4. `app()` - 17 edges
5. `post()` - 16 edges
6. `PaymentCheckoutService` - 16 edges
7. `PaypleClient` - 15 edges
8. `fail()` - 15 edges
9. `requireCondition()` - 15 edges
10. `failContract()` - 14 edges

## Surprising Connections (you probably didn't know these)
- `post()` --calls--> `registerLocalDemoLoginRoute()`  [INFERRED]
  /Users/etlab/projects/maxai-service/backend/test/settlement-posting-academy-isolation.test.js → /Users/etlab/projects/maxai-service/backend/src/lib/auth/local-demo-login.js
- `post()` --calls--> `registerAdminMembershipRoutes()`  [INFERRED]
  /Users/etlab/projects/maxai-service/backend/test/settlement-posting-academy-isolation.test.js → /Users/etlab/projects/maxai-service/backend/src/lib/auth/admin-membership.js
- `fixture()` --calls--> `createApp()`  [INFERRED]
  /Users/etlab/projects/maxai-service/backend/test/payment-routes.integration.test.js → /Users/etlab/projects/maxai-service/backend/src/app/create-app.js
- `appWith()` --calls--> `createBillingRouter()`  [INFERRED]
  /Users/etlab/projects/maxai-service/backend/test/billing-routes.integration.test.js → /Users/etlab/projects/maxai-service/backend/src/app/routes/users/billing.js
- `parse_body()` --calls--> `read()`  [INFERRED]
  /Users/etlab/projects/maxai-service/app.py → /Users/etlab/projects/maxai-service/tests/test_payment_migration_gate.py

## Communities

### Community 0 - "Community 0"
Cohesion: 0.03
Nodes (76): createAcademy(), getAcademy(), listAcademiesForUser(), newAcademyId(), resolveActiveAcademyId(), rowAcademy(), setLastAcademy(), userOwnsAcademy() (+68 more)

### Community 1 - "Community 1"
Cohesion: 0.06
Nodes (53): createCheckoutCallbackOutcome(), toCheckoutOrder(), createCheckoutPrepareOutput(), assertAdapter(), assertEncryptedTransition(), assertOrderReference(), assertPaymentTransition(), fail() (+45 more)

### Community 2 - "Community 2"
Cohesion: 0.04
Nodes (54): registerAcademyDeletionRoute(), registerAcademySwitchRoute(), registerAdminOfflineSettlementRoute(), admin_page(), admin_values(), app(), authenticated(), client_ip() (+46 more)

### Community 3 - "Community 3"
Cohesion: 0.05
Nodes (46): clearAdminCookie(), isAdminAuthenticated(), makeSessionToken(), parseCookies(), sessionValid(), setAdminCookie(), setAdminCookies(), timingSafeEqualStr() (+38 more)

### Community 4 - "Community 4"
Cohesion: 0.04
Nodes (28): fetchAcademies(), registerAdminMembershipRoutes(), updateAcademyMembership(), fetchAdminTenants(), fetchHermesFleet(), hermesBase(), hermesBase(), hermesFetch() (+20 more)

### Community 5 - "Community 5"
Cohesion: 0.04
Nodes (19): entitlementFixture(), MemorySocket, ownerConsoleFixture(), appWith(), MemorySocket, createEntitlementStore(), createOwnerConsole(), callback() (+11 more)

### Community 6 - "Community 6"
Cohesion: 0.08
Nodes (30): assertSettlementOrderReference(), invalid(), isSettlementRecord(), PaymentSettlementContractError, requireExactFields(), requireIsoTimestamp(), requireSettlementOrderId(), toPaymentSettlementContext() (+22 more)

### Community 7 - "Community 7"
Cohesion: 0.06
Nodes (32): facade(), performFullRefund(), performResume(), performScheduleCancel(), createBillingComposition(), createProviderService(), getBillingComposition(), BillingFacade (+24 more)

### Community 8 - "Community 8"
Cohesion: 0.13
Nodes (36): isProviderSuccess(), isRecord(), mapCard(), mapCaughtError(), mapPayment(), mapProviderFailure(), matchesApprovedAt(), matchesExpectedPayment() (+28 more)

### Community 9 - "Community 9"
Cohesion: 0.07
Nodes (30): fail(), inTransaction(), isRecord(), mapClaim(), paymentPayload(), PostgresRecurringPaymentRepository, RecurringPaymentRepositoryError, release() (+22 more)

### Community 10 - "Community 10"
Cohesion: 0.09
Nodes (19): billingError(), BillingServiceError, billingKeyFromContext(), FullRefundService, isRecord(), providerError(), safeSuccess(), amount() (+11 more)

### Community 11 - "Community 11"
Cohesion: 0.16
Nodes (20): fail(), inTransaction(), isRecord(), mapOrderRow(), normalizeConstructor(), paymentPayload(), PostgresPaymentCheckoutAdapter, PostgresPaymentCheckoutAdapterError (+12 more)

### Community 12 - "Community 12"
Cohesion: 0.07
Nodes (14): formatKst(), canRecordOffline(), integrationTone(), isSubLive(), membershipTone(), payTone(), settlementMethodLabel(), subTone() (+6 more)

### Community 13 - "Community 13"
Cohesion: 0.15
Nodes (10): exactCancellation(), isRecord(), PaymentWebhookVerificationService, providerTimestamp(), validInput(), assertClientConfig(), isNonEmptyString(), isRecord() (+2 more)

### Community 14 - "Community 14"
Cohesion: 0.14
Nodes (14): billingToken(), paymentTerminal(), PaymentWebhookService, safeBinding(), amount(), eventDate(), isRecord(), PostgresPaymentWebhookAdapter (+6 more)

### Community 15 - "Community 15"
Cohesion: 0.14
Nodes (20): createPaymentMethodEncryption(), decode(), decodeTextKey(), decryptPaymentMethod(), encryptPaymentMethod(), fail(), isRecord(), PaymentMethodEncryptionError (+12 more)

### Community 16 - "Community 16"
Cohesion: 0.18
Nodes (21): CheckoutResultPage(), fetchPaymentReadiness(), fetchPaymentStatus(), hasExactKeys(), invalid(), isRecord(), isSafeText(), isTrustedReturnUrl() (+13 more)

### Community 17 - "Community 17"
Cohesion: 0.2
Nodes (22): assertCheckoutOrder(), assertCheckoutPrepareCommand(), assertCheckoutPrepareResult(), CheckoutCallbackError, CheckoutContractError, failCallback(), failContract(), isRecord() (+14 more)

### Community 18 - "Community 18"
Cohesion: 0.2
Nodes (19): createPaymentAuthReturnFixture(), stateOptions(), createPaymentReturnState(), decodeBase64Url(), fail(), isRecord(), parsePayload(), PaymentReturnStateError (+11 more)

### Community 19 - "Community 19"
Cohesion: 0.11
Nodes (4): assertSafeFailure(), assertSafeError(), assertSafeError(), RecurringPaymentServiceError

### Community 20 - "Community 20"
Cohesion: 0.23
Nodes (12): close(), listen(), assertSafeKoreanAlert(), compileModule(), delay(), rewriteImports(), scenarioPage(), verifyCommercialSequence() (+4 more)

### Community 21 - "Community 21"
Cohesion: 0.3
Nodes (13): compact(), legacy_fixture(), legacy_payer_no(), read_migration(), test_current_constraints_indexes_and_foreign_keys_are_restored(), test_fixture_conversion_preserves_17_orders_and_two_payment_relations(), test_historical_methods_are_revoked_and_recurring_is_disabled(), test_historical_provider_data_is_neutralized_not_copied() (+5 more)

### Community 22 - "Community 22"
Cohesion: 0.27
Nodes (11): appendSdk(), browserReferences(), currentScript(), documentLoads(), fail(), installBundledJQuery(), isAllowedPaypleScriptUrl(), isBundledJQuery() (+3 more)

### Community 23 - "Community 23"
Cohesion: 0.18
Nodes (6): requireAuthenticatedMember(), assertInternal(), PaymentInternalConfigError, paymentInternalSecret(), requirePaymentInternalSecret(), status()

### Community 24 - "Community 24"
Cohesion: 0.44
Nodes (10): RuntimeError, load_json(), main(), require_commands(), require_files(), require_legacy_upgrade_contract(), require_package_contract(), VerificationError (+2 more)

### Community 25 - "Community 25"
Cohesion: 0.22
Nodes (2): PaymentWebhookRepository, validAdapter()

### Community 26 - "Community 26"
Cohesion: 0.25
Nodes (2): order(), setupOrder()

### Community 27 - "Community 27"
Cohesion: 0.29
Nodes (2): normalized(), selectedRows()

### Community 28 - "Community 28"
Cohesion: 0.57
Nodes (5): displayNameFromKakao(), exchangeKakaoCode(), fetchKakaoUser(), kakaoRedirectUri(), kakaoRestKey()

### Community 29 - "Community 29"
Cohesion: 0.43
Nodes (4): hasRequiredConfig(), isPresent(), isRecord(), PaymentReadinessService

### Community 30 - "Community 30"
Cohesion: 0.33
Nodes (0): 

### Community 31 - "Community 31"
Cohesion: 0.8
Nodes (3): academyDisplayName(), normalizeRegion(), validateRegion()

### Community 32 - "Community 32"
Cohesion: 0.4
Nodes (0): 

### Community 33 - "Community 33"
Cohesion: 0.8
Nodes (4): generatePaymentOrderId(), generatePaymentPayerNo(), invalid(), requireIntegerInRange()

### Community 34 - "Community 34"
Cohesion: 0.4
Nodes (1): PaymentCheckoutServiceError

### Community 35 - "Community 35"
Cohesion: 0.5
Nodes (2): esc(), loginPage()

### Community 36 - "Community 36"
Cohesion: 0.5
Nodes (0): 

### Community 37 - "Community 37"
Cohesion: 0.5
Nodes (2): friendlyLoginError(), safeKoreanErrorMessage()

### Community 38 - "Community 38"
Cohesion: 0.83
Nodes (3): localPostLoginPath(), loginRedirectPath(), postLoginPath()

### Community 39 - "Community 39"
Cohesion: 0.5
Nodes (0): 

### Community 40 - "Community 40"
Cohesion: 0.67
Nodes (0): 

### Community 41 - "Community 41"
Cohesion: 0.67
Nodes (0): 

### Community 42 - "Community 42"
Cohesion: 0.67
Nodes (0): 

### Community 43 - "Community 43"
Cohesion: 0.67
Nodes (0): 

### Community 44 - "Community 44"
Cohesion: 1.0
Nodes (2): context(), fixture()

### Community 45 - "Community 45"
Cohesion: 0.67
Nodes (0): 

### Community 46 - "Community 46"
Cohesion: 0.67
Nodes (0): 

### Community 47 - "Community 47"
Cohesion: 0.67
Nodes (0): 

### Community 48 - "Community 48"
Cohesion: 0.67
Nodes (0): 

### Community 49 - "Community 49"
Cohesion: 0.67
Nodes (0): 

### Community 50 - "Community 50"
Cohesion: 1.0
Nodes (0): 

### Community 51 - "Community 51"
Cohesion: 1.0
Nodes (0): 

### Community 52 - "Community 52"
Cohesion: 1.0
Nodes (0): 

### Community 53 - "Community 53"
Cohesion: 1.0
Nodes (0): 

### Community 54 - "Community 54"
Cohesion: 1.0
Nodes (0): 

### Community 55 - "Community 55"
Cohesion: 1.0
Nodes (0): 

### Community 56 - "Community 56"
Cohesion: 1.0
Nodes (0): 

### Community 57 - "Community 57"
Cohesion: 1.0
Nodes (0): 

### Community 58 - "Community 58"
Cohesion: 1.0
Nodes (0): 

### Community 59 - "Community 59"
Cohesion: 1.0
Nodes (0): 

### Community 60 - "Community 60"
Cohesion: 1.0
Nodes (0): 

### Community 61 - "Community 61"
Cohesion: 1.0
Nodes (0): 

### Community 62 - "Community 62"
Cohesion: 1.0
Nodes (0): 

### Community 63 - "Community 63"
Cohesion: 1.0
Nodes (0): 

### Community 64 - "Community 64"
Cohesion: 1.0
Nodes (0): 

### Community 65 - "Community 65"
Cohesion: 1.0
Nodes (0): 

### Community 66 - "Community 66"
Cohesion: 1.0
Nodes (0): 

### Community 67 - "Community 67"
Cohesion: 1.0
Nodes (0): 

### Community 68 - "Community 68"
Cohesion: 1.0
Nodes (0): 

### Community 69 - "Community 69"
Cohesion: 1.0
Nodes (0): 

### Community 70 - "Community 70"
Cohesion: 1.0
Nodes (0): 

### Community 71 - "Community 71"
Cohesion: 1.0
Nodes (0): 

### Community 72 - "Community 72"
Cohesion: 1.0
Nodes (0): 

### Community 73 - "Community 73"
Cohesion: 1.0
Nodes (0): 

### Community 74 - "Community 74"
Cohesion: 1.0
Nodes (0): 

### Community 75 - "Community 75"
Cohesion: 1.0
Nodes (0): 

### Community 76 - "Community 76"
Cohesion: 1.0
Nodes (0): 

### Community 77 - "Community 77"
Cohesion: 1.0
Nodes (0): 

### Community 78 - "Community 78"
Cohesion: 1.0
Nodes (0): 

### Community 79 - "Community 79"
Cohesion: 1.0
Nodes (0): 

### Community 80 - "Community 80"
Cohesion: 1.0
Nodes (0): 

### Community 81 - "Community 81"
Cohesion: 1.0
Nodes (0): 

### Community 82 - "Community 82"
Cohesion: 1.0
Nodes (0): 

### Community 83 - "Community 83"
Cohesion: 1.0
Nodes (0): 

### Community 84 - "Community 84"
Cohesion: 1.0
Nodes (0): 

### Community 85 - "Community 85"
Cohesion: 1.0
Nodes (0): 

### Community 86 - "Community 86"
Cohesion: 1.0
Nodes (0): 

### Community 87 - "Community 87"
Cohesion: 1.0
Nodes (0): 

### Community 88 - "Community 88"
Cohesion: 1.0
Nodes (0): 

### Community 89 - "Community 89"
Cohesion: 1.0
Nodes (0): 

### Community 90 - "Community 90"
Cohesion: 1.0
Nodes (0): 

### Community 91 - "Community 91"
Cohesion: 1.0
Nodes (0): 

### Community 92 - "Community 92"
Cohesion: 1.0
Nodes (0): 

### Community 93 - "Community 93"
Cohesion: 1.0
Nodes (0): 

### Community 94 - "Community 94"
Cohesion: 1.0
Nodes (0): 

### Community 95 - "Community 95"
Cohesion: 1.0
Nodes (0): 

### Community 96 - "Community 96"
Cohesion: 1.0
Nodes (0): 

### Community 97 - "Community 97"
Cohesion: 1.0
Nodes (0): 

### Community 98 - "Community 98"
Cohesion: 1.0
Nodes (0): 

### Community 99 - "Community 99"
Cohesion: 1.0
Nodes (0): 

### Community 100 - "Community 100"
Cohesion: 1.0
Nodes (0): 

### Community 101 - "Community 101"
Cohesion: 1.0
Nodes (0): 

### Community 102 - "Community 102"
Cohesion: 1.0
Nodes (0): 

### Community 103 - "Community 103"
Cohesion: 1.0
Nodes (0): 

### Community 104 - "Community 104"
Cohesion: 1.0
Nodes (0): 

### Community 105 - "Community 105"
Cohesion: 1.0
Nodes (0): 

### Community 106 - "Community 106"
Cohesion: 1.0
Nodes (0): 

### Community 107 - "Community 107"
Cohesion: 1.0
Nodes (0): 

### Community 108 - "Community 108"
Cohesion: 1.0
Nodes (0): 

### Community 109 - "Community 109"
Cohesion: 1.0
Nodes (0): 

### Community 110 - "Community 110"
Cohesion: 1.0
Nodes (0): 

### Community 111 - "Community 111"
Cohesion: 1.0
Nodes (0): 

### Community 112 - "Community 112"
Cohesion: 1.0
Nodes (0): 

### Community 113 - "Community 113"
Cohesion: 1.0
Nodes (0): 

### Community 114 - "Community 114"
Cohesion: 1.0
Nodes (0): 

### Community 115 - "Community 115"
Cohesion: 1.0
Nodes (0): 

### Community 116 - "Community 116"
Cohesion: 1.0
Nodes (0): 

### Community 117 - "Community 117"
Cohesion: 1.0
Nodes (0): 

### Community 118 - "Community 118"
Cohesion: 1.0
Nodes (0): 

### Community 119 - "Community 119"
Cohesion: 1.0
Nodes (0): 

### Community 120 - "Community 120"
Cohesion: 1.0
Nodes (0): 

### Community 121 - "Community 121"
Cohesion: 1.0
Nodes (0): 

### Community 122 - "Community 122"
Cohesion: 1.0
Nodes (0): 

### Community 123 - "Community 123"
Cohesion: 1.0
Nodes (0): 

### Community 124 - "Community 124"
Cohesion: 1.0
Nodes (0): 

### Community 125 - "Community 125"
Cohesion: 1.0
Nodes (0): 

### Community 126 - "Community 126"
Cohesion: 1.0
Nodes (0): 

### Community 127 - "Community 127"
Cohesion: 1.0
Nodes (0): 

### Community 128 - "Community 128"
Cohesion: 1.0
Nodes (0): 

### Community 129 - "Community 129"
Cohesion: 1.0
Nodes (0): 

### Community 130 - "Community 130"
Cohesion: 1.0
Nodes (0): 

### Community 131 - "Community 131"
Cohesion: 1.0
Nodes (0): 

### Community 132 - "Community 132"
Cohesion: 1.0
Nodes (0): 

### Community 133 - "Community 133"
Cohesion: 1.0
Nodes (0): 

### Community 134 - "Community 134"
Cohesion: 1.0
Nodes (0): 

### Community 135 - "Community 135"
Cohesion: 1.0
Nodes (0): 

### Community 136 - "Community 136"
Cohesion: 1.0
Nodes (0): 

### Community 137 - "Community 137"
Cohesion: 1.0
Nodes (0): 

### Community 138 - "Community 138"
Cohesion: 1.0
Nodes (0): 

## Knowledge Gaps
- **3 isolated node(s):** `Render persisted UTC timestamps for the Korean admin interface.`, `PaymentWebhookContractError`, `InvalidProviderTimestampError`
  These have ≤1 connection - possible missing edges or undocumented components.
- **Thin community `Community 50`** (2 nodes): `RootLayout()`, `layout.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 51`** (2 nodes): `AcademyRegionForm()`, `AcademyRegionForm.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 52`** (2 nodes): `paymentErrorMessage()`, `payment-error-message.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 53`** (2 nodes): `PaymentSteps()`, `PaymentSteps.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 54`** (2 nodes): `PaymentAcademyTarget()`, `PaymentAcademyTarget.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 55`** (2 nodes): `renderResult()`, `CheckoutResultClient.test.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 56`** (2 nodes): `mountedPaypleScript()`, `payple-script.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 57`** (2 nodes): `formatKst()`, `AcademyApprovalQueue.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 58`** (2 nodes): `todayInputValue()`, `OfflineSettleForm.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 59`** (2 nodes): `SiteFooter()`, `SiteFooter.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 60`** (2 nodes): `BrandMark()`, `BrandMark.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 61`** (2 nodes): `StatusBadge()`, `StatusBadge.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 62`** (2 nodes): `ConsoleHeader()`, `ConsoleHeader.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 63`** (2 nodes): `response()`, `payment-api.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 64`** (2 nodes): `responseFixture()`, `academy-routing.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 65`** (2 nodes): `scriptedPool()`, `postgres-recurring-payment-repository.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 66`** (2 nodes): `fixture()`, `full-refund-service.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 67`** (2 nodes): `providerStub()`, `payment-provider-service.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 68`** (2 nodes): `poolFixture()`, `academy-deletion.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 69`** (2 nodes): `academyFixture()`, `academy-approval.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 70`** (2 nodes): `scriptedPool()`, `postgres-full-refund-repository.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 71`** (2 nodes): `providerStub()`, `payment-provider-result-inquiry.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 72`** (2 nodes): `providerStub()`, `payment-provider-billing-method.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 73`** (2 nodes): `scriptedPool()`, `postgres-payment-webhook-adapter.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 74`** (2 nodes): `cancelledRow()`, `payment-webhook-verification-service.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 75`** (2 nodes): `fixture()`, `recurring-payment-service.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 76`** (2 nodes): `sql()`, `fresh-init-schema-contract.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 77`** (2 nodes): `entitlements()`, `checkout-policy-state.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 78`** (2 nodes): `subscriptionRow()`, `subscription-academy-scope.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 79`** (2 nodes): `pool()`, `payment-composition.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 80`** (2 nodes): `assertPrepareAllowed()`, `checkout-gate.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 81`** (1 nodes): `postcss.config.mjs`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 82`** (1 nodes): `next-env.d.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 83`** (1 nodes): `vitest.config.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 84`** (1 nodes): `eslint.config.mjs`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 85`** (1 nodes): `next.config.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 86`** (1 nodes): `jquery.d.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 87`** (1 nodes): `page.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 88`** (1 nodes): `page.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 89`** (1 nodes): `page.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 90`** (1 nodes): `page.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 91`** (1 nodes): `page.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 92`** (1 nodes): `page.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 93`** (1 nodes): `page.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 94`** (1 nodes): `page.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 95`** (1 nodes): `PaymentSteps.test.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 96`** (1 nodes): `checkout-ssr.test.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 97`** (1 nodes): `CheckoutResultClient.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 98`** (1 nodes): `PaymentAcademyTarget.test.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 99`** (1 nodes): `CheckoutClient.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 100`** (1 nodes): `PlatformSidebar.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 101`** (1 nodes): `OwnerConsoleSidebar.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 102`** (1 nodes): `ServicePaymentSections.test.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 103`** (1 nodes): `AcademySwitcher.test.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 104`** (1 nodes): `DeleteAcademyRequestButton.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 105`** (1 nodes): `Card.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 106`** (1 nodes): `SiteHeader.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 107`** (1 nodes): `intranet-ui.test.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 108`** (1 nodes): `AcademySwitcher.tsx`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 109`** (1 nodes): `local-demo-login.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 110`** (1 nodes): `business.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 111`** (1 nodes): `products.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 112`** (1 nodes): `post-login.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 113`** (1 nodes): `types.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 114`** (1 nodes): `user-error-message.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 115`** (1 nodes): `academy-lifecycle.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 116`** (1 nodes): `owner-console.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 117`** (1 nodes): `academies.test.ts`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 118`** (1 nodes): `payment-identifiers.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 119`** (1 nodes): `payment-readiness-service.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 120`** (1 nodes): `payment-contract-boundaries.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 121`** (1 nodes): `review-login-service.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 122`** (1 nodes): `academy-pending-side-effects.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 123`** (1 nodes): `payment-review.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 124`** (1 nodes): `payment-webhook-migration.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 125`** (1 nodes): `payment-safety-migration.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 126`** (1 nodes): `local-demo-login-service.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 127`** (1 nodes): `postgres-payment-attempt-adapter.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 128`** (1 nodes): `academy-lifecycle-readiness.test.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 129`** (1 nodes): `migrate-inquiries-sqlite.mjs`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 130`** (1 nodes): `hermes-fleet-smoke.mjs`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 131`** (1 nodes): `profile.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 132`** (1 nodes): `index.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 133`** (1 nodes): `consents.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 134`** (1 nodes): `admin.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 135`** (1 nodes): `academies.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 136`** (1 nodes): `subscriptions.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 137`** (1 nodes): `settlements.js`
  Too small to be a meaningful cluster - may be noise or needs more connections extracted.
- **Thin community `Community 138`** (1 nodes): `auth-routes.js`
  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:_

- **Why does `query()` connect `Community 0` to `Community 2`, `Community 6`, `Community 7`, `Community 9`, `Community 10`, `Community 11`, `Community 14`?**
  _High betweenness centrality (0.315) - this node is a cross-community bridge._
- **Why does `getSession()` connect `Community 3` to `Community 16`, `Community 2`?**
  _High betweenness centrality (0.058) - this node is a cross-community bridge._
- **Why does `digest()` connect `Community 3` to `Community 9`, `Community 18`, `Community 5`?**
  _High betweenness centrality (0.052) - this node is a cross-community bridge._
- **Are the 59 inferred relationships involving `query()` (e.g. with `rollback()` and `.materialize()`) actually correct?**
  _`query()` has 59 INFERRED edges - model-reasoned connections that need verification._
- **Are the 17 inferred relationships involving `get()` (e.g. with `parse_body()` and `client_ip()`) actually correct?**
  _`get()` has 17 INFERRED edges - model-reasoned connections that need verification._
- **Are the 3 inferred relationships involving `app()` (e.g. with `.get()` and `request()`) actually correct?**
  _`app()` has 3 INFERRED edges - model-reasoned connections that need verification._
- **Are the 15 inferred relationships involving `post()` (e.g. with `createApplicationsRouter()` and `createLeadsRouter()`) actually correct?**
  _`post()` has 15 INFERRED edges - model-reasoned connections that need verification._