finance/graphify-out/GRAPH_REPORT.md

Graph Report - finance (2026-09-24)

Corpus Check

• 192 files · ~93,257 words
• Verdict: corpus is large enough that graph structure adds value.

Summary

• 1709 nodes · 5408 edges · 99 communities (74 shown, 15 thin omitted)
• Extraction: 98% EXTRACTED · 2% INFERRED · 0% AMBIGUOUS · INFERRED: 96 edges (avg confidence: 0.93)
• Token cost: 0 input · 0 output

Graph Freshness

• Built from commit: 3e017789
• Run git rev-parse HEAD and compare to check if the graph is stale.
• Run graphify update . after code changes (no API cost).

Community Hubs (Navigation)

• imports/router.py
• budgeting/router.py
• Base
• main.py
• test_import_savings.py
• alfa_xlsx.py
• system-account-picker.test.tsx
• types.ts
• router.tsx
• ledger/router.py
• @testing-library/jest-dom
• compilerOptions
• AnalyticsPage.tsx
• mcc.py
• devDependencies
• ledger/service.py
• dependencies
• useOperations.ts
• OperationsPage.tsx
• analytics/service.py
• fields.tsx
• test_adapter_contracts.py
• BudgetPage.tsx
• client.ts
• imports/service.py
• Docker Compose Development Stack
• Financial Space
• scripts
• import-polling.test.tsx
• General Pool
• TestBaseContract
• Per-File Envelope Encryption
• Operation
• Versioned Statement Imports
• Finance Frontend SPA
• Closed Beta Launch Gates
• package.json
• Financial Tracker MVP
• TestRocketbankDebitContract
• generate-api.mjs
• schema.d.ts
• test_api.py
• i18n-parity.test.ts
• Expected Income
• api
• ReviewQueuePage.tsx
• category-manager.test.tsx
• graphify
• BudgetBlockers.tsx
• typescript-eslint
• Ближайший край: накопления, категории и блокировки бюджета
• RocketbankDebitPdfAdapter
• Favicon SVG (ledger lines icon)
• init-app-role.sh
• Payee
• test_private_fixtures.py
• finance-backend
• LocalDirectoryBlobStore
• TestOzonDebitContract
• Gitea CI and real statement imports
• 20260918_0002_hold_lifecycle.py
• eslint-plugin-react-hooks
• import-hold-resolution.test.tsx
• budgeting/service.py
• TestAlfaDebitContract
• 20260922_0003_savings_system.py
• jsdom
• savings-convert-revert.test.tsx
• get_settings
• ColumnChart.tsx
• dependencies.py
• AGENTS.md
• Session
• test_category_definitions.py
• budget-plan.test.tsx
• TestAlfaSavingsRule
• exports/service.py
• @testing-library/react
• identity/service.py
• test_import_holds.py
• get_or_create_period
• 20260923_0005_optional_hold_reason.py
• typescript
• test_review_queue_batch.py
• @vitejs/plugin-react
• ImportDetailPage.tsx
• app_error_handler
• review-queue-save.test.tsx
• detect_adapter

God Nodes (most connected - your core abstractions)

1. Session - 221 edges
2. AppError - 76 edges
3. Base - 48 edges
4. record() - 44 edges
5. conflict() - 43 edges
6. get_settings() - 40 edges
7. PkMixin - 40 edges
8. get_or_create_period() - 39 edges
9. TimestampMixin - 38 edges
10. bad_request() - 36 edges

Surprising Connections (you probably didn't know these)

• Typed Same-Origin API Client --conceptually_related_to--> Same-Origin Reverse Proxy [INFERRED] frontend/README.md → infra/README.md
• Financial Space Ownership --conceptually_related_to--> Financial Space [INFERRED] docs/adr/0001-financial-space-ownership-and-rls.md → CONTEXT.md
• Versioned Statement Imports --conceptually_related_to--> Statement Import [INFERRED] docs/adr/0003-versioned-statement-imports.md → CONTEXT.md
• MVP Release Gates --conceptually_related_to--> Closed Beta Launch Gates [INFERRED] .kilo/plans/1789034192214-financial-tracker-mvp.md → docs/operations/beta-release-runbook.md
• Carry-Over Budget Reserves --references--> Savings Envelope [EXTRACTED] docs/adr/0002-journal-and-budget-reserves.md → CONTEXT.md

Import Cycles

• None detected.

Hyperedges (group relationships)

• Auditable Financial Model — context_operation, context_posting, docs_adr_0002_journal_and_budget_reserves_derived_balances, docs_adr_0002_journal_and_budget_reserves_plan_funding_separation, docs_adr_0002_journal_and_budget_reserves_closure_snapshots [EXTRACTED 1.00]
• Financial Space Tenancy Boundary — context_financial_space, context_membership, docs_adr_0001_financial_space_ownership_and_rls_defense_in_depth_authorization, docs_adr_0001_financial_space_ownership_and_rls_transaction_local_rls, docs_adr_0001_financial_space_ownership_and_rls_cross_space_integrity [EXTRACTED 1.00]
• Safe Statement Import Flow — context_statement_import, context_parse_run, context_source_record, docs_adr_0003_versioned_statement_imports_immutable_statement_document, docs_adr_0003_versioned_statement_imports_conservative_deduplication, docs_adr_0003_versioned_statement_imports_atomic_confirm_revert [EXTRACTED 1.00]

Communities (99 total, 15 thin omitted)

Community 0 - "imports/router.py"

Cohesion: 0.15 Nodes (35): confirm(), ConfirmBody, decide_row(), DecisionBody, delete_source(), detail(), HoldResolveBody, imports() (+27 more)

Community 1 - "budgeting/router.py"

Cohesion: 0.15 Nodes (51): AssignmentItem, assignments(), AssignmentsBody, categories(), category_definition_json(), category_definitions(), CategoryBody, CategoryDefinitionPatchBody (+43 more)

Community 2 - "Base"

Cohesion: 0.09 Nodes (49): downgrade(), upgrade(), AuditEvent, Append-only domain/security event. Never stores raw financial payloads., ExpectedIncome, ExpectedIncomeMatch, FundingMovement, PeriodClosure (+41 more)

Community 3 - "main.py"

Cohesion: 0.20 Nodes (15): get_db(), get_engine(), get_session_factory(), sessionmaker, health(), healthz(), get, readiness() (+7 more)

Community 4 - "test_import_savings.py"

Cohesion: 0.13 Nodes (41): RequestContext, ParseRun, Immutable extracted bank fact with document origin coordinates., SourceRecord, StatementDocument, _build_candidates(), add_record(), make_document() (+33 more)

Community 5 - "alfa_xlsx.py"

Cohesion: 0.15 Nodes (26): AlfaDebitXlsxAdapter, _AlfaHeaderMeta, AlfaXlsxAdapterBase, _cell_str(), _debit_find_header(), _debit_header_metadata(), _debit_header_value(), _debit_norm() (+18 more)

Community 6 - "system-account-picker.test.tsx"

Cohesion: 0.11 Nodes (13): BudgetCategory, Page, budgetCategoriesMock, listAccountsMock, listOperationsMock, categoriesMock, importsListMock, importSummary (+5 more)

Community 7 - "types.ts"

Cohesion: 0.06 Nodes (42): AcceptInvitePayload, AccountStatus, AccountType, AdjustBalancePayload, BalanceItem, BalancesReport, BudgetStatus, BudgetSummary (+34 more)

Community 8 - "router.tsx"

Cohesion: 0.06 Nodes (56): isApiError(), App(), queryClient, AcceptInvitePage, AccountsPage, AnalyticsPage, AppRoutes(), BudgetPage (+48 more)

Community 9 - "ledger/router.py"

Cohesion: 0.15 Nodes (38): account_json(), AccountBody, accounts(), adjust_balance(), AdjustBalanceBody, archive_account(), categorize_operations_batch(), CategorizeBatchBody (+30 more)

Community 11 - "compilerOptions"

Cohesion: 0.07 Nodes (28): compilerOptions, baseUrl, esModuleInterop, forceConsistentCasingInFileNames, isolatedModules, jsx, lib, module (+20 more)

Community 12 - "AnalyticsPage.tsx"

Cohesion: 0.14 Nodes (22): PlanFactBars(), PlanFactBarsProps, PlanFactRow, MonthSwitcher(), MonthSwitcherProps, useAnalyticsBalances(), useAnalyticsCashFlow(), useAnalyticsCategorySpend() (+14 more)

Community 13 - "mcc.py"

Cohesion: 0.14 Nodes (23): _create_tenant_policy(), _default_keys(), downgrade(), _has_table(), _space_ids(), upgrade(), _default_categories(), default_category_system_keys() (+15 more)

Community 14 - "devDependencies"

Cohesion: 0.09 Nodes (23): eslint, @eslint/js, eslint-plugin-jsx-a11y, devDependencies, eslint, @eslint/js, eslint-plugin-jsx-a11y, globals (+15 more)

Community 15 - "ledger/service.py"

Cohesion: 0.14 Nodes (47): ensure_others_category(), The system «Остальное» fallback category, created on first use., Operation, Posting, Signed balance change of one account within one operation. Sign convention…, User financial fact. amount_kopecks is always positive; direction lives in…, account_balance(), _apply_suggestion() (+39 more)

Community 16 - "dependencies"

Cohesion: 0.08 Nodes (25): @fontsource/funnel-sans, @fontsource/geist-mono, @fontsource/onest, dependencies, @fontsource/funnel-sans, @fontsource/geist-mono, @fontsource/onest, @hookform/resolvers (+17 more)

Community 17 - "useOperations.ts"

Cohesion: 0.15 Nodes (17): invalidationRoots, queryKeys, SESSION_ROOT, sessionInvalidationRoot, SPACE_ROOT, spaceInvalidationRoot, CategorizeBatchPayload, CreateOperationPayload (+9 more)

Community 18 - "OperationsPage.tsx"

Cohesion: 0.13 Nodes (42): Account, isSystemAccount(), useAccounts(), useActiveAccounts(), useAdjustBalance(), useArchiveAccount(), useCreateAccount(), useUserAccounts() (+34 more)

Community 19 - "analytics/service.py"

Cohesion: 0.20 Nodes (18): balances(), cash_flow(), category_spend(), plan_fact(), Context, date, Db, get (+10 more)

Community 20 - "fields.tsx"

Cohesion: 0.21 Nodes (11): FieldChrome, InputProps, MoneyField(), MoneyFieldProps, SelectField(), SelectFieldProps, SelectProps, TextareaField() (+3 more)

Community 21 - "test_adapter_contracts.py"

Cohesion: 0.13 Nodes (21): AlfaCreditXlsxAdapter, account_fingerprint(), amount_to_kopecks(), _mask_digits(), money_to_kopecks(), Parse statement money strings like '-1 234,56 RUR', '+ 500.00 ₽', '12 345'.…, SourceRow, StatementDraft (+13 more)

Community 22 - "BudgetPage.tsx"

Cohesion: 0.12 Nodes (37): CreatableCategoryKind, CreateCategoryPayload, ExpectedIncomePayload, PatchCategoryDefinitionPayload, CategoryManagerModal(), CREATE_KINDS, CreateCategoryForm(), MccCodesModal() (+29 more)

Community 23 - "client.ts"

Cohesion: 0.26 Nodes (10): apiClient, ApiError, buildUrl(), ErrorEnvelope, parseErrorEnvelope(), QueryValue, readCsrfToken(), request() (+2 more)

Community 24 - "imports/service.py"

Cohesion: 0.15 Nodes (33): Any, record(), get_income_source(), Replace the category's MCC code set; codes are unique per space., set_category_mcc_codes(), conflict(), not_found(), Any (+25 more)

Community 25 - "Docker Compose Development Stack"

Cohesion: 0.29 Nodes (8): Commodity Infrastructure Services, Docker Compose Development Stack, Internal Backend Network, Same-Origin Frontend Service, Worker Parsing Isolation, Finance Infrastructure, Same-Origin Reverse Proxy, Backend and Frontend Workstream Contracts

Community 26 - "Financial Space"

Cohesion: 0.17 Nodes (12): Credit Reserve, Financial Account, Financial Space, Membership, User, Carry-Over Budget Reserves, Provider-Neutral Data Boundary, Russian Federation Data Residency (+4 more)

Community 27 - "scripts"

Cohesion: 0.22 Nodes (9): scripts, api:generate, build, dev, lint, preview, test, test:watch (+1 more)

Community 28 - "import-polling.test.tsx"

Cohesion: 0.31 Nodes (7): ImportStatus, ACTIVE_STATUSES, IMPORT_POLL_MS, importListPollInterval(), importPollInterval(), isTerminalImportStatus(), getImport

Community 29 - "General Pool"

Cohesion: 0.29 Nodes (8): Budget Period, Funding, General Pool, Monthly Category, Plan Assignment, Savings Envelope, Immutable Closure Snapshots, Plan and Funding Separation

Community 30 - "TestBaseContract"

Cohesion: 0.21 Nodes (3): make_draft(), make_source_row(), TestBaseContract

Community 31 - "Per-File Envelope Encryption"

Cohesion: 0.29 Nodes (7): Immutable Statement Document, Per-File Envelope Encryption, Backup and Restore Runbook, Mandatory KEK Backup, Quarterly Restore Drill, Disaster Restore Procedure, Post-Restore Deletion Replay

Community 32 - "Operation"

Cohesion: 0.47 Nodes (6): Internal Transfer, Operation, Posting, Refund, Derived Account Balances, Operations and Postings Journal

Community 33 - "Versioned Statement Imports"

Cohesion: 0.20 Nodes (11): Parse Run, Source Record, Statement Import, Atomic Import Confirm and Revert, Conservative Deduplication, Parser Versioning and Review Diff, Versioned Statement Imports, Layout Drift Re-Gating (+3 more)

Community 34 - "Finance Frontend SPA"

Cohesion: 0.29 Nodes (7): Server-Side Secret Boundary, Grossbukh Application Shell, Accessible Responsive UI, Finance Frontend SPA, RU and EN Localization, Space-Scoped Query Keys, Typed Same-Origin API Client

Community 35 - "Closed Beta Launch Gates"

Cohesion: 0.20 Nodes (11): Crypto-Shredded Deletion, Closed Beta Release Runbook, Forward-Fix Rollback Policy, Financial Data Incident Response, Closed Beta Launch Gates, Production Launch Sequence, Thirty-Day Space Deletion, Durable Deletion Ledger (+3 more)

Community 36 - "package.json"

Cohesion: 0.40 Nodes (4): name, private, type, version

Community 37 - "Financial Tracker MVP"

Cohesion: 0.18 Nodes (11): Audited Break-Glass Access, Cross-Space Referential Integrity, Defense-in-Depth Authorization, Financial Space Ownership, Transaction-Local RLS Context, Budget Invariants, Critical User Path, Financial Tracker MVP (+3 more)

Community 38 - "TestRocketbankDebitContract"

Cohesion: 0.24 Nodes (3): same_page_rocket_lines(), synthetic_rocket_lines(), TestRocketbankDebitContract

Community 39 - "generate-api.mjs"

Cohesion: 0.40 Nodes (5): firstReadable(), LOCAL_CANDIDATES, main(), OUT_DIR, REMOTE_CANDIDATES

Community 40 - "schema.d.ts"

Cohesion: 0.33 Nodes (5): components, $defs, operations, paths, webhooks

Community 41 - "test_api.py"

Cohesion: 0.67 Nodes (3): TestClient, test_invite_login_and_authenticated_space(), test_openapi_contains_critical_paths()

Community 44 - "api"

Cohesion: 0.11 Nodes (17): api, AdjustBalanceResult, User, adjustBalanceMock, listMock, createMock, listMock, DESKTOP_NAV (+9 more)

Community 45 - "ReviewQueuePage.tsx"

Cohesion: 0.11 Nodes (22): Locale, Operation, NotFoundPage, Badge(), BadgeTone, EmptyState(), EmptyStateProps, ErrorState() (+14 more)

Community 46 - "category-manager.test.tsx"

Cohesion: 0.14 Nodes (12): CategoryDefinition, categoriesMock, createCategoryMock, definitions, definitionsMock, diningDefinition, month, monthCategories (+4 more)

Community 47 - "graphify"

Cohesion: 0.17 Nodes (11): command, enabled, timeout, type, mcp, graphify, plugin, $schema (+3 more)

Community 48 - "BudgetBlockers.tsx"

Cohesion: 0.43 Nodes (6): BudgetBlocker, blockerCta(), blockerText(), BudgetBlockers(), BudgetBlockersProps, Cta

Community 50 - "Ближайший край: накопления, категории и блокировки бюджета"

Cohesion: 0.10 Nodes (20): 1. Доменная основа накоплений, 2. Альфа debit: «Копилка для сдачи», 3. Управление категориями, 4. Понятные и устранимые блокировки, Backend-контракт, Frontend, Ближайший край: накопления, категории и блокировки бюджета, Бюджетная семантика (+12 more)

Community 51 - "RocketbankDebitPdfAdapter"

Cohesion: 0.22 Nodes (7): _date_from(), _PendingRecord, date, Rocketbank debit statement contract, evidenced against the real document.…, RocketbankDebitPdfAdapter, open_pdf(), _quota_error()

Community 58 - "test_private_fixtures.py"

Cohesion: 0.12 Nodes (22): _draft_json(), Any, Reconcile parsed rows against declared bank controls with stable diagnostics.…, _reconciliation_summary(), _check(), _fail(), _load_entries(), parsed() (+14 more)

Community 62 - "LocalDirectoryBlobStore"

Cohesion: 0.39 Nodes (3): LocalDirectoryBlobStore, Path, S3-neutral local store; production swaps in an S3-compatible client.

Community 63 - "TestOzonDebitContract"

Cohesion: 0.15 Nodes (6): minimal_pdf(), ozon_extracted(), _QuotaSettings, Build a small valid single-font PDF with empty or ASCII-only pages., TestOzonDebitContract, MonkeyPatch

Community 64 - "Gitea CI and real statement imports"

Cohesion: 0.29 Nodes (6): Confirmed decisions, Gitea CI and real statement imports, Goal and constraints, Implementation plan, Principal risks, Validation and rollout

Community 65 - "20260918_0002_hold_lifecycle.py"

Cohesion: 0.80 Nodes (4): downgrade(), _has_check_constraint(), _has_column(), upgrade()

Community 67 - "import-hold-resolution.test.tsx"

Cohesion: 0.15 Nodes (11): ImportDetail, ImportRow, ImportSummary, confirmMock, detailFixture(), getImportMock, postedRow(), getImportMock (+3 more)

Community 68 - "budgeting/service.py"

Cohesion: 0.13 Nodes (50): BudgetPeriod, Calendar month budget period in the space timezone (month granularity)., add_expected_income(), archive_category(), _balance_until(), _close_blockers(), close_period(), _closure_snapshot() (+42 more)

Community 69 - "TestAlfaDebitContract"

Cohesion: 0.18 Nodes (3): alfa_workbook_bytes(), synthetic_alfa_rows(), TestAlfaDebitContract

Community 71 - "20260922_0003_savings_system.py"

Cohesion: 0.32 Nodes (11): _check_constraints(), downgrade(), _has_column(), _has_row(), _has_unique_constraint(), _normalized_sqltext(), Savings system resources, adjustments and reversible conversions., Swap a check constraint for a new value list, dialect-safely. Fresh databases… (+3 more)

Community 73 - "savings-convert-revert.test.tsx"

Cohesion: 0.20 Nodes (6): budgetCategoriesMock, listAccountsMock, listOperationsMock, operations, revertMock, savingsTransferMock

Community 74 - "get_settings"

Cohesion: 0.12 Nodes (30): get_settings(), Settings, send_token_email(), accept_invite(), AcceptInviteBody, confirm_password_reset(), create_invite(), InviteBody (+22 more)

Community 75 - "ColumnChart.tsx"

Cohesion: 0.24 Nodes (7): CashFlowColumn, ColumnChart(), ColumnChartProps, BarRow, HorizontalBars(), HorizontalBarsProps, rows

Community 76 - "dependencies.py"

Cohesion: 0.10 Nodes (39): current_context(), Context, CurrentSession, Db, Header, require_csrf(), forbidden(), cancel_deletion() (+31 more)

Community 79 - "Session"

Cohesion: 0.14 Nodes (43): AppError, Domain error rendered as a machine-readable JSON error payload., Session, Category, Budget category. Kept in ledger module to avoid circular imports., adjust_balance(), convert_expense_to_savings(), ensure_savings_resources() (+35 more)

Community 80 - "test_category_definitions.py"

Cohesion: 0.50 Nodes (8): bootstrap(), TestClient, HTTP contract for category definitions, system protections and CSRF., test_adjust_and_savings_conversion_http_contracts(), test_categories_expose_and_update_multiple_mcc_codes(), test_category_lifecycle_create_rename_archive_restore(), test_openapi_contains_new_contracts(), test_space_has_protected_savings_pair()

Community 81 - "budget-plan.test.tsx"

Cohesion: 0.29 Nodes (6): categories, categoriesMock, month, summary, summaryMock, updatePlanMock

Community 83 - "exports/service.py"

Cohesion: 0.07 Nodes (45): Any, Transaction-local RLS context. No-op on SQLite (tests); fail-closed on…, Transactional scope for workers/endpoints that own the transaction lifecycle., session_scope(), set_space_context(), download(), export_status(), Context (+37 more)

Community 85 - "identity/service.py"

Cohesion: 0.19 Nodes (24): current_session(), alias, User, unauthorized(), accept_invitation(), authenticate(), create_invitation(), create_password_reset() (+16 more)

Community 86 - "test_import_holds.py"

Cohesion: 0.13 Nodes (42): normalize_description(), date, record_fingerprint(), add_record(), _draft(), hold_document(), make_document(), date (+34 more)

Community 87 - "get_or_create_period"

Cohesion: 0.18 Nodes (27): compute_period_state(), create_category(), get_or_create_period(), Deterministic budget state. Resource model: - income lands in the general pool;…, category_for_mcc(), get_category_mcc_codes(), UUID, Category owning the MCC code, else the system «Остальное» fallback. (+19 more)

Community 88 - "20260923_0005_optional_hold_reason.py"

Cohesion: 0.83 Nodes (3): downgrade(), _reason_constraint_name(), upgrade()

Community 91 - "test_review_queue_batch.py"

Cohesion: 0.60 Nodes (10): bootstrap(), category_ids(), create_account(), create_expense(), operations_by_id(), TestClient, test_batch_assigns_picked_categories_and_moves_leftovers_to_others(), test_batch_is_atomic_when_one_category_is_unknown() (+2 more)

Community 93 - "ImportDetailPage.tsx"

Cohesion: 0.19 Nodes (19): ToastApi, ToastContext, ToastItem, ToastKind, ToastProvider(), useToast(), useConfirmImport(), useImport() (+11 more)

Community 95 - "app_error_handler"

Cohesion: 0.32 Nodes (8): app_error_handler(), Request, security_headers(), stale_data_handler(), exception_handler, JSONResponse, middleware, StaleDataError

Community 96 - "review-queue-save.test.tsx"

Cohesion: 0.25 Nodes (6): categories, categoriesMock, categorizeBatchMock, categorizeMock, importsListMock, operationsListMock

Community 100 - "detect_adapter"

Cohesion: 0.29 Nodes (4): Protocol, StatementAdapter, detect_adapter(), Workbook

Knowledge Gaps

• 270 isolated node(s): $schema, file:///home/k1nq/repos/finance/.kilo/plugins/graphify.js, type, /home/k1nq/.local/bin/graphify-mcp, /home/k1nq/repos/finance/graphify-out/graph.json (+265 more) These have ≤1 connection - possible missing edges or undocumented components. (Counts symbols only; 478 node(s) total have ≤1 connection when file, concept and rationale nodes are included.)
• 15 thin communities (<3 nodes) omitted from report — run graphify query to explore isolated nodes.

Suggested Questions

Questions this graph is uniquely positioned to answer:

• Why does Session connect Session to Base, main.py, budgeting/service.py, test_import_savings.py, 20260922_0003_savings_system.py, dependencies.py, mcc.py, ledger/service.py, analytics/service.py, exports/service.py, identity/service.py, test_import_holds.py, get_or_create_period, imports/service.py? High betweenness centrality (0.069) - this node is a cross-community bridge.
• Why does AppError connect Session to imports/router.py, main.py, budgeting/service.py, alfa_xlsx.py, TestRocketbankDebitContract, test_import_savings.py, get_settings, dependencies.py, ledger/service.py, exports/service.py, RocketbankDebitPdfAdapter, identity/service.py, test_adapter_contracts.py, get_or_create_period, imports/service.py, test_import_holds.py, TestOzonDebitContract, app_error_handler? High betweenness centrality (0.047) - this node is a cross-community bridge.
• Why does get_settings() connect get_settings to imports/router.py, Base, main.py, alfa_xlsx.py, dependencies.py, exports/service.py, RocketbankDebitPdfAdapter, identity/service.py, test_import_holds.py, imports/service.py? High betweenness centrality (0.018) - this node is a cross-community bridge.
• Are the 4 inferred relationships involving Session (e.g. with upgrade() and upgrade()) actually correct? Session has 4 INFERRED edges - model-reasoned connections that need verification.
• Are the 42 inferred relationships involving AppError (e.g. with request_export() and login()) actually correct? AppError has 42 INFERRED edges - model-reasoned connections that need verification.
• Are the 3 inferred relationships involving Base (e.g. with downgrade() and upgrade()) actually correct? Base has 3 INFERRED edges - model-reasoned connections that need verification.
• What connects $schema, file:///home/k1nq/repos/finance/.kilo/plugins/graphify.js, type to the rest of the system? 270 weakly-connected nodes found - possible documentation gaps or missing edges.