ezBookkeeping is an open source, powerful, self-hosted personal finance app that is easy to use.
This report summarizes scanner evidence for mayswind/ezbookkeeping, a Go project with 5,909 GitHub stars. SynthScan examined 355,770 lines of code across 1045 source files, recording 714 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 2.3 (Low pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.
Can maintainers explain intent, assumptions, and trade-offs? 701 finding(s).
Are imports declared and package/API names verified? 13 finding(s).
Are wrappers, guards, and repeated structures necessary? 674 finding(s).
Which changes need focused human review? 714 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 714 distinct pattern matches across 4 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .github/scripts/update-i18n-progress.js | 16 | function discoverFrontendLanguages() { | CODE |
| LOW | .github/scripts/update-i18n-progress.js | 106 | function isFrontendAlwaysTranslatedKey(key) { | CODE |
| LOW⚡ | src/locales/helpers.ts | 849 | function getLocalizedLongDateFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 853 | function getLocalizedShortDateFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 857 | function getLocalizedLongYearFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 861 | function getLocalizedShortYearFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 865 | function getLocalizedLongYearMonthFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 869 | function getLocalizedShortYearMonthFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 873 | function getLocalizedLongMonthDayFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 877 | function getLocalizedShortMonthDayFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 881 | function getLocalizedShortDayFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 885 | function getLocalizedLongTimeFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 889 | function getLocalizedShortTimeFormat(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 1132 | function getCurrentLanguageDisplayName(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 1137 | function getCurrentLanguageTextDirection(): TextDirection { | CODE |
| LOW⚡ | src/locales/helpers.ts | 1147 | function getCurrentLanguageMessagesJson(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2073 | function getCurrentCalendarDisplayType(): CalendarDisplayType { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2077 | function getCurrentDateDisplayType(): DateDisplayType { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2081 | function getCurrentNumeralSystemType(): NumeralSystem { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2085 | function getCurrentDecimalSeparator(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2089 | function getCurrentDigitGroupingSymbol(): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2093 | function getCurrentDigitGroupingType(): DigitGroupingType { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2097 | function getCurrentFiscalYearFormatType(): number { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2126 | function isShortDateMonthAfterYear(): boolean { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2135 | function isLongTimeMeridiemIndicatorFirst(): boolean { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2143 | function isShortTimeMeridiemIndicatorFirst(): boolean { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2152 | function isLongTimeMinuteTwoDigits(): boolean { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2156 | function isLongTimeSecondTwoDigits(): boolean { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2160 | function formatGregorianTextualMonthDayToGregorianLikeLongMonthDay(monthDay: TextualMonthDay, numeralSystem?: Numera | CODE |
| LOW⚡ | src/locales/helpers.ts | 2165 | function formatDateTimeToGregorianLikeYearQuarter(dateTime: DateTime): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2173 | function formatYearQuarterToGregorianLikeYearQuarter(year: number, quarter: number): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2181 | function formatUnixTimeToGregorianLikeFiscalYear(unixTime: number): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2480 | function getFormattedExchangeRateAmount(value: BigDecimal, numeralSystem?: NumeralSystem): string { | CODE |
| LOW⚡ | src/locales/helpers.ts | 2490 | function getAmountPrependAndAppendText(currencyCode: string, isPlural: boolean): CurrencyPrependAndAppendText | null | CODE |
| LOW⚡ | src/locales/helpers.ts | 2497 | function getCategorizedAccountsWithDisplayBalance(allVisibleAccounts: Account[], showAccountBalance: boolean, custom | CODE |
| LOW | src/locales/helpers.ts | 470 | function getLanguageKeyFromLanguageAlias(alias: string): string | null { | CODE |
| LOW | src/locales/helpers.ts | 492 | function getLanguageKeyFromMarcoLanguageTag(languageTag: string): string | null { | CODE |
| LOW | src/locales/helpers.ts | 543 | function getLocalizedErrorParameters(parameters?: LocalizedErrorParameter[]): Record<string, string> { | CODE |
| LOW | src/locales/helpers.ts | 559 | function getLocalizedErrorForParseImportTransactionsAPI(translatedMessage: string, recordId: string | undefined, ori | CODE |
| LOW | src/locales/helpers.ts | 618 | function getChineseCalendarLocaleData(): ChineseCalendarLocaleData { | CODE |
| LOW | src/locales/helpers.ts | 631 | function getPersianCalendarLocaleData(): PersianCalendarLocaleData { | CODE |
| LOW | src/locales/helpers.ts | 641 | function getAllCurrencyDisplayTypes(numeralSystem: NumeralSystem, decimalSeparator: string): TypeAndDisplayName[] { | CODE |
| LOW | src/locales/helpers.ts | 675 | function getAllLocalizedCalendarTypes(allCalendarDisplayTypeArray: CalendarDisplayType[] | DateDisplayType[], locale | CODE |
| LOW | src/locales/helpers.ts | 699 | function getAllImageUploadQualityTypes(): TypeAndDisplayName[] { | CODE |
| LOW | src/locales/helpers.ts | 721 | function getLocalizedDisplayNameAndType(typeAndNames: TypeAndName[] | TypeAndNameWithAlternativeName[], useAlternati | CODE |
| LOW | src/locales/helpers.ts | 753 | function getLocalizedDisplayNameAndTypeWithSystemDefault(typeAndNames: TypeAndName[], defaultValue: number, defaultT | CODE |
| LOW | src/locales/helpers.ts | 797 | function getLocalizedChartDateAggregationTypeAndDisplayName(analysisType: StatisticsAnalysisType, fullName: boolean, | CODE |
| LOW | src/locales/helpers.ts | 955 | function isGregorianLikeCalendarType(calendarType: CalendarType): boolean { | CODE |
| LOW | src/locales/helpers.ts | 959 | function getGregorianLikeCalendarType(): CalendarType { | CODE |
| LOW | src/locales/helpers.ts | 982 | function formatTimeRangeToGregorianLikeFiscalYearFormat(format: FiscalYearFormat, timeRange: FiscalYearUnixTime | Un | CODE |
| LOW | src/locales/helpers.ts | 1006 | function getCurrentCurrencyDisplayType(): CurrencyDisplayType { | CODE |
| LOW | src/locales/helpers.ts | 1021 | function getCalendarAlternateDisplayDate(dateTime: DateTime, dateTimeFormatOptions: DateTimeFormatOptions): Calendar | CODE |
| LOW | src/locales/helpers.ts | 1104 | function getServerMultiLanguageConfigContent(multiLanguageConfig: Record<string, string>): string { | CODE |
| LOW | src/locales/helpers.ts | 1188 | function getAllEnableDisableOptions(): LocalizedSwitchOption[] { | CODE |
| LOW | src/locales/helpers.ts | 1395 | function getAllRecentMonthDateRanges(includeAll: boolean, includeCustom: boolean): LocalizedRecentMonthDateRange[] { | CODE |
| LOW | src/locales/helpers.ts | 1479 | function getAllTimezoneTypesUsedForStatistics(currentTimezone?: string): TypeAndDisplayName[] { | CODE |
| LOW | src/locales/helpers.ts | 1588 | function getAllExpenseIncomeAmountColors(categoryType: CategoryType): TypeAndDisplayName[] { | CODE |
| LOW | src/locales/helpers.ts | 1634 | function getAllTransactionDefaultCategories(categoryType: 0 | CategoryType, locale: string): Record<string, Localize | CODE |
| LOW | src/locales/helpers.ts | 1687 | function getAllDisplayExchangeRates(exchangeRatesData?: LatestExchangeRateResponse): LocalizedLatestExchangeRate[] { | CODE |
| LOW | src/locales/helpers.ts | 1728 | function getAllSupportedImportFileCagtegoryAndTypes(supportAITextRecognition: boolean, supportAIImageRecognition: bo | CODE |
| 614 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | pkg/errs/large_language_model.go | 15 | ErrNoAICodingResult = NewNormalError(NormalSubcategoryLargeLanguageModel, 8, http.StatusBadGateway, | CODE |
| HIGH | src/locales/tr.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/sl.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/nl.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/ja.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/de.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/ru.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/pl.json | 1325 | "no code generated by AI": "AI nie wygenerowała kodu", | CODE |
| HIGH | src/locales/uk.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/ta.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/en.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/it.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/kn.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/fr.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/el.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/ro.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/ko.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/zh_Hans.json | 1325 | "no code generated by AI": "AI没有生成代码", | CODE |
| HIGH | src/locales/vi.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/zh_Hant.json | 1325 | "no code generated by AI": "AI沒有產生程式碼", | CODE |
| HIGH | src/locales/pt_BR.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/th.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| HIGH | src/locales/es.json | 1325 | "no code generated by AI": "No code generated by AI", | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …/oauth2/provider/github/github_oauth2_provider_test.go | 79 | "email": "foo@bar.com", | CODE |
| LOW | pkg/utils/validators_test.go | 30 | email := "foo@bar.com" | CODE |
| LOW | pkg/validators/email_test.go | 15 | email := "foo@bar.com" | CODE |
| LOW | src/components/desktop/LanguageSelect.vue | 10 | :placeholder="placeholder" | CODE |
| LOW | src/components/desktop/AmountInput.vue | 6 | :label="label" :placeholder="placeholder" | CODE |
| LOW | src/components/desktop/AmountInput.vue | 28 | :label="label" :placeholder="placeholder" | CODE |
| LOW | src/components/desktop/AmountInput.vue | 57 | :label="label" :placeholder="placeholder" | CODE |
| LOW | src/components/desktop/CurrencySelect.vue | 11 | :placeholder="placeholder" | CODE |
| LOW | src/components/desktop/JsonImportDialog.vue | 13 | <code-editor language="json" :placeholder="placeholder" v-model="json" /> | CODE |
| LOW | src/components/desktop/NumberInput.vue | 4 | :label="label" :placeholder="placeholder" | CODE |
| LOW | src/components/desktop/CodeEditor.vue | 12 | :placeholder="placeholder" | CODE |
| LOW | src/components/desktop/RenameDialog.vue | 11 | :placeholder="placeholder" | CODE |
| LOW | src/components/mobile/ListNumberInput.vue | 8 | :placeholder="placeholder" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | conf/ezbookkeeping.ini | 641 | # Supports the following feature types: | COMMENT |
| LOW | conf/ezbookkeeping.ini | 701 | # The notification content displayed each time users open the app, it supports multi-language configuration | COMMENT |
| LOW | conf/ezbookkeeping.ini | 761 | # For "custom" map provider only, the min zoom level (0 - 255) for custom map tile server, default is 1 | COMMENT |
| LOW | conf/ezbookkeeping.ini | 781 | # "bank_of_italy": https://tassidicambio.bancaditalia.it/terzevalute-wf-ui-web/latestRates | COMMENT |