0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

9.6K

Stars

TypeScript

Language

197.9K

Lines of Code

1.5K

Files

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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.

Cognitive Ownership Risk 1.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 62 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.0/100 · LOW

Are imports declared and package/API names verified? 19 finding(s).

Agent Over-Engineering Ratio 1.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 51 finding(s).

PR Review Velocity Impact 3.6/100 · LOW

Which changes need focused human review? 81 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

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.

Severity Breakdown

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.

CRITICAL 7HIGH 0MEDIUM 1LOW 73

Directory Score Breakdown

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.

Pattern Findings

The scanner identified 81 distinct pattern matches across 6 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.

Hallucination Indicators7 hits · 70 pts

Severity	File	Line	Snippet	Context
CRITICAL	…t/assistant-list-item/assistant-list-item.component.ts	61	internalRoutes.adminControl.subRoutes.marketData.subRoutes.update.routerLink(	CODE
CRITICAL	apps/api/src/app/endpoints/sitemap/sitemap.service.ts	160	id: publicRoutes.resources.subRoutes.personalFinanceTools.path.match(	CODE
CRITICAL	apps/api/src/app/endpoints/sitemap/sitemap.service.ts	167	id: publicRoutes.resources.subRoutes.personalFinanceTools.subRoutes.product.path.match(	CODE
CRITICAL	…pp/components/admin-market-data/admin-market-data.html	311	internalRoutes.adminControl.subRoutes.marketData.subRoutes.update.routerLink(	CODE
CRITICAL	…nents/admin-market-data/admin-market-data.component.ts	322	internalRoutes.adminControl.subRoutes.marketData.subRoutes.update.routerLink(	CODE
CRITICAL	…ile-dialog-host/asset-profile-dialog-host.component.ts	129	internalRoutes.adminControl.subRoutes.marketData.subRoutes.update.routerLink(	CODE
CRITICAL	…/transfer-balance/transfer-balance-dialog.component.ts	76	this.transferBalanceForm.controls.fromAccount.valueChanges.subscribe(	CODE

Hyper-Verbose Identifiers51 hits · 51 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/nestjs-best-practices/AGENTS.md	1126	function testPaymentGatewayContract(	CODE
LOW	.agents/skills/nestjs-best-practices/AGENTS.md	3489	function createMockExecutionContext(request: Partial<Request>): ExecutionContext {	CODE
LOW	…nestjs-best-practices/rules/test-use-testing-module.md	142	function createMockExecutionContext(request: Partial<Request>): ExecutionContext {	CODE
LOW	…/nestjs-best-practices/rules/di-liskov-substitution.md	181	function testPaymentGatewayContract(	CODE
LOW	libs/ui/src/lib/chart/chart.color-scheme.ts	4	export function onPrefersColorSchemeChange(callback: () => void) {	CODE
LOW	libs/ui/src/lib/chart/chart.registry.ts	22	export function registerChartConfiguration() {	CODE
LOW	…ib/portfolio-filter-form/portfolio-filter-form.util.ts	24	export function getFiltersFromPortfolioFilterFormValue(	CODE
LOW	…ib/portfolio-filter-form/portfolio-filter-form.util.ts	73	export function getPortfolioFilterFormValue(	CODE
LOW	libs/common/src/lib/helper.ts	246	export function canUseCustomAssetProfileSymbol({	CODE
LOW	libs/common/src/lib/helper.ts	268	export function convertValuesToPercentagesOfTotal({	CODE
LOW	libs/common/src/lib/helper.ts	365	export function getAssetProfileIdentifier({	CODE
LOW	libs/common/src/lib/helper.ts	388	export function getCountryCodeFromCurrency(aCurrency = '') {	CODE
LOW	libs/common/src/lib/helper.ts	464	export function getDateWithTimeFormatString(aLocale?: string) {	CODE
LOW	libs/common/src/lib/helper.ts	535	export function getStartOfUtcDateOfTomorrow() {	CODE
LOW	libs/common/src/lib/helper.ts	539	export function getStartOfUtcDateOfYesterday() {	CODE
LOW	libs/common/src/lib/helper.ts	687	export function isFearAndGreedIndexSymbol(aSymbol: string) {	CODE
LOW	libs/common/src/lib/helper.ts	732	export function isUserSettingOfAuthenticatedUser(aKey: string) {	CODE
LOW	libs/common/src/lib/helper.ts	738	export function isValidAccountBalanceDate(aDate: string) {	CODE
LOW	libs/common/src/lib/helper.ts	755	export function isValidCustomAssetProfileSymbol(aSymbol: string) {	CODE
LOW	libs/common/src/lib/calculation-helper.ts	18	export function getAnnualizedPerformancePercent({	CODE
LOW	libs/common/src/lib/chart-helper.ts	162	export function getTooltipPositionerMapTop(	CODE
LOW	libs/common/src/lib/chart-helper.ts	270	export function transformTickToAbbreviation(value: number) {	CODE
LOW	libs/common/src/lib/scopes.ts	80	export function canGrantRestrictedWriteAccess({ type }: { type: AccessType }) {	CODE
LOW	libs/common/src/lib/scopes.ts	87	export function canGrantUnrestrictedReadAccess({ type }: { type: AccessType }) {	CODE
LOW	libs/common/src/lib/scopes.ts	156	export function getScopesOfUnrestrictedImpersonation(): string[] {	CODE
LOW	apps/api/src/app/app.module.spec.ts	223	function getRoutesWithoutAuthentication(controller: Type) {	CODE
LOW	apps/api/src/app/endpoints/mcp/mcp.controller.spec.ts	138	async function getWithAssetPerformanceInBaseCurrency(	CODE
LOW	apps/api/src/app/endpoints/ai/ai.helper.ts	30	export function getMediaTypeOfActivityFile({	CODE
LOW	apps/api/src/app/portfolio/portfolio.service.spec.ts	1237	function createPortfolioCalculator() {	CODE
LOW	…ortfolio/calculator/portfolio-calculator-test-utils.ts	53	export async function getPerformanceByDateRange({	CODE
LOW	…ortfolio/calculator/portfolio-calculator-test-utils.ts	84	export function loadActivitiesFromExportFile(fileName: string): {	CODE
LOW	…ps/api/src/middlewares/mcp-authorization.middleware.ts	31	export function createMcpAuthorizationMiddleware({	CODE
LOW	…ps/api/src/middlewares/language-redirect.middleware.ts	7	export function languageRedirectMiddleware(	CODE
LOW	apps/api/src/helper/redis.helper.ts	3	export function getRedisConnectionOptions(	CODE
LOW	apps/api/src/helper/bearer-token.helper.ts	29	export function getActiveImpersonationOfBearerToken(	CODE
LOW	apps/api/src/helper/bearer-token.helper.ts	57	export function hasLimitsOfBasicSubscriptionOfBearerToken(request: unknown) {	CODE
LOW	apps/api/src/helper/data-source.helper.spec.ts	12	function createConfigurationService({	CODE
LOW	apps/api/src/helper/account.helper.ts	28	export function getWhereAccountBalanceNotInFuture(): Prisma.AccountBalanceWhereInput {	CODE
LOW	apps/api/src/helper/object.helper.ts	5	export function hasNotDefinedValuesInObject(aObject: Object): boolean {	CODE
LOW	apps/api/src/helper/portfolio.helper.ts	5	export function convertValuesToPercentages({	CODE
LOW	apps/api/src/helper/redis.helper.spec.ts	9	function createConfigurationService(overrides: Partial<Environment> = {}) {	CODE
LOW	apps/api/src/helper/language.helper.ts	8	export function getLanguageCodeFromHeader(	CODE
LOW	apps/api/src/helper/data-source.helper.ts	51	function getUnmaskedGhostfolioDataSource({	CODE
LOW	apps/api/src/helper/data-source.helper.ts	87	export function getMaskedGhostfolioDataSource({	CODE
LOW	apps/api/src/helper/data-source.helper.ts	111	export function isDataSourceEncodedInResponse(dataSource: DataSource) {	CODE
LOW	apps/api/src/helper/data-source.helper.ts	124	export function transformDataSourceInRequest({	CODE
LOW	apps/api/src/helper/data-source.helper.ts	146	export function transformDataSourceInResponse({	CODE
LOW	…rvices/portfolio-table/portfolio-table.service.spec.ts	204	function createPortfolioTableService({	CODE
LOW	apps/api/src/services/import/import.service.spec.ts	569	function getAssetProfileIdentifiers(activities: Activity[]) {	CODE
LOW	…c/services/data-provider/data-provider.service.spec.ts	19	function createDataProviderService(dataProviderMapping?: {	CODE
LOW	apps/api/src/guards/has-permission.guard.spec.ts	20	function createMockExecutionContext(permissions: string[]) {	CODE

Structural Annotation Overuse8 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW⚡	.agents/skills/nestjs-best-practices/AGENTS.md	3739	// Step 1: Add new column	COMMENT
LOW⚡	.agents/skills/nestjs-best-practices/AGENTS.md	3744	// Step 2: Copy data	COMMENT
LOW⚡	.agents/skills/nestjs-best-practices/AGENTS.md	3749	// Step 3: Add NOT NULL constraint	COMMENT
LOW⚡	.agents/skills/nestjs-best-practices/AGENTS.md	3754	// Step 4: Drop old column (after verifying app works)	COMMENT
LOW⚡	…kills/nestjs-best-practices/rules/db-use-migrations.md	100	// Step 1: Add new column	COMMENT
LOW⚡	…kills/nestjs-best-practices/rules/db-use-migrations.md	105	// Step 2: Copy data	COMMENT
LOW⚡	…kills/nestjs-best-practices/rules/db-use-migrations.md	110	// Step 3: Add NOT NULL constraint	COMMENT
LOW⚡	…kills/nestjs-best-practices/rules/db-use-migrations.md	115	// Step 4: Drop old column (after verifying app works)	COMMENT

Fake / Example Data12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/nestjs-best-practices/AGENTS.md	3118	.send({ email: 'test@test.com', password: 'password' });	CODE
LOW	.agents/skills/nestjs-best-practices/AGENTS.md	3135	expect(res.body.email).toBe('test@test.com');	CODE
LOW	.agents/skills/nestjs-best-practices/AGENTS.md	3202	const user = await service.create({ email: 'test@test.com' });	CODE
LOW	.agents/skills/nestjs-best-practices/AGENTS.md	3434	repo.findOne.mockResolvedValue({ id: '1', email: 'test@test.com' });	CODE
LOW	.agents/skills/nestjs-best-practices/AGENTS.md	3437	service.create({ name: 'Test', email: 'test@test.com' }),	CODE
LOW	…nestjs-best-practices/rules/test-use-testing-module.md	87	repo.findOne.mockResolvedValue({ id: '1', email: 'test@test.com' });	CODE
LOW	…nestjs-best-practices/rules/test-use-testing-module.md	90	service.create({ name: 'Test', email: 'test@test.com' }),	CODE
LOW	…js-best-practices/rules/test-mock-external-services.md	32	const user = await service.create({ email: 'test@test.com' });	CODE
LOW	…ills/nestjs-best-practices/rules/test-e2e-supertest.md	124	.send({ email: 'test@test.com', password: 'password' });	CODE
LOW	…ills/nestjs-best-practices/rules/test-e2e-supertest.md	141	expect(res.body.email).toBe('test@test.com');	CODE
LOW	libs/ui/src/lib/assistant/assistant.html	17	[placeholder]="placeholder"	CODE
LOW	…pp/components/admin-market-data/admin-market-data.html	7	[placeholder]="placeholder"	CODE

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	.agents/skills/nestjs-best-practices/AGENTS.md	28	- 1.5 [Use Event-Driven Architecture for Decoupling](#15-use-event-driven-architecture-for-decoupling)	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	apps/client/src/styles/bootstrap.scss	121	@import 'bootstrap/scss/type';	COMMENT
LOW	apps/client/src/styles/bootstrap.scss	141	// @import 'bootstrap/scss/close';	COMMENT

ghostfolio/ghostfolio

Open-Source Code Quality, Security and Technical Debt Review