0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.1K

Stars

TypeScript

Language

283.2K

Lines of Code

1.2K

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 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 51 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 20 finding(s).

Agent Over-Engineering Ratio 0.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 49 finding(s).

PR Review Velocity Impact 1.2/100 · LOW

Which changes need focused human review? 71 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 0HIGH 0MEDIUM 0LOW 71

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 71 distinct pattern matches across 3 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.

Hyper-Verbose Identifiers49 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	app/test/helpers/auth.ts	36	export async function createTestSessionWithOrgAdmin() {	CODE
LOW	app/test/helpers/auth.ts	44	export async function createTestSessionWithGlobalAdmin() {	CODE
LOW	app/test/helpers/auth.ts	76	export async function createTestSessionWithRegularMember() {	CODE
LOW	app/server/lib/accept-language.ts	3	export function getLocaleFromAcceptLanguage(acceptLanguage?: string \| null) {	CODE
LOW	app/server/lib/auth/helpers/create-default-org.ts	7	export async function findMembershipWithOrganization(userId: string, organizationId?: string) {	CODE
LOW	app/server/lib/auth/helpers/create-default-org.ts	42	export async function buildDefaultOrganizationData(	CODE
LOW	app/server/lib/auth/helpers/create-default-org.ts	62	async function createDefaultOrganizationMembership(user: User) {	CODE
LOW	app/server/lib/functions/current-permissions.ts	16	export function getCurrentPermissionsOptions(	CODE
LOW	app/server/modules/auth/__tests__/auth.api-keys.test.ts	78	async function createDesktopRuntimeSession() {	CODE
LOW	app/server/modules/sso/sso-configuration.ts	51	export function getSsoCallbackDiagnostics(request: Request, providerId: string) {	CODE
LOW	app/server/modules/sso/sso-configuration.ts	97	export function checkSsoProviderDiscovery(	CODE
LOW	app/server/modules/sso/sso.integration.ts	150	async function resolveOrgMembershipOrThrow(userId: string, ctx: GenericEndpointContext \| null) {	CODE
LOW	…odules/sso/middlewares/validate-registration-issuer.ts	5	export async function validateSsoRegistrationIssuer(ctx: AuthMiddlewareContext) {	CODE
LOW	…/modules/sso/middlewares/trust-provider-for-linking.ts	4	export async function resolveTrustedProvidersForRequest(request?: Request): Promise<string[]> {	CODE
LOW	…s/sso/middlewares/__tests__/require-invitation.test.ts	21	function createMockSsoCallbackContext(providerId: string): GenericEndpointContext {	CODE
LOW	app/server/modules/sso/utils/sso-context.ts	13	function extractProviderIdFromPath(path: string): string \| null {	CODE
LOW	app/server/modules/sso/utils/sso-context.ts	35	export function extractProviderIdFromContext(ctx?: GenericEndpointContext \| null) {	CODE
LOW	…p/server/modules/sso/__tests__/sso.integration.test.ts	10	function createMockSsoCallbackContext(providerId: string, cookie?: string): GenericEndpointContext {	CODE
LOW	…p/server/modules/sso/__tests__/sso.integration.test.ts	47	async function createUserWithCredentialAccount(email: string, username: string) {	CODE
LOW	app/server/modules/backups/helpers/backup-lifecycle.ts	116	export async function startPostBackupMirrorSyncs(	CODE
LOW	app/lib/datetime.ts	80	function formatConfiguredDateWithMonth(date: Date, options: DateFormatOptions) {	CODE
LOW	app/lib/datetime.ts	123	function formatDateTimeWithSeconds(date: DateInput, options: DateFormatOptions = {}): string {	CODE
LOW	app/lib/sso-provider-identity.ts	13	export function isSameIssuerExceptTrailingSlash(currentIssuer: string, nextIssuer: string) {	CODE
LOW	app/lib/sso-provider-identity.ts	20	export function getLinkedSsoProviderEditError(	CODE
LOW	app/client/components/layout.tsx	113	export function DashboardRecoveryKeyReminder() {	CODE
LOW	app/client/components/ui/chart.tsx	293	function getPayloadConfigFromPayload(config: ChartConfig, payload: unknown, key: string) {	CODE
LOW	app/client/modules/settings/settings-scope.ts	30	export function getSettingsScopeAvailability(permissions: SettingsPermissionChecker): SettingsScopeAvailability {	CODE
LOW	app/client/modules/settings/settings-scope.ts	51	export function getVisibleSettingsScopeNavigationItems(availability: SettingsScopeAvailability) {	CODE
LOW	…s/settings/components/recovery-key-download-dialog.tsx	14	export function RecoveryKeyDownloadDialog({ hasPassword, passwordAuthSupported }: Props) {	CODE
LOW	…ttings/components/password-protected-action-dialog.tsx	42	export function PasswordProtectedActionDialog({	CODE
LOW	…ient/modules/settings/components/instance-settings.tsx	91	function RegistrationSettingsSection() {	CODE
LOW	…ient/modules/settings/components/instance-settings.tsx	126	function PasswordLoginSettingsSection({ showDivider }: { showDivider: boolean }) {	CODE
LOW	…es/settings/components/pending-invitations-section.tsx	25	export function PendingInvitationsSection({ initialInvitations, userEmail }: Props) {	CODE
LOW	app/client/modules/settings/routes/settings.tsx	38	function OrganizationDetailsSection() {	CODE
LOW	app/client/modules/auth/routes/login.tsx	47	function isPasskeyVerificationFailure(error: PasskeySignInError \| null) {	CODE
LOW	app/client/modules/auth/routes/login.tsx	51	function hasSkippedRecoveryKeyDownload(userId: string) {	CODE
LOW	…nt/modules/sso/components/edit-sso-provider-dialog.tsx	29	function getUsableDiscoveredIssuer(provider: SsoProviderDetails, discovery?: SsoDiscoveryResult) {	CODE
LOW	…ages/core/src/restic/helpers/validate-custom-params.ts	86	function collectCustomResticParams(	CODE
LOW	…ages/core/src/restic/helpers/validate-custom-params.ts	154	export function validateCustomResticParams(params: string[]): string \| null {	CODE
LOW	…ages/core/src/restic/helpers/validate-custom-params.ts	160	export function getCopyCompatibleCustomResticParams(params: string[]): string[] {	CODE
LOW	e2e/0002-backup-restore.spec.ts	155	async function selectRepositoryDirectory(page: Page, directoryPath: string) {	CODE
LOW	e2e/0002-backup-restore.spec.ts	248	async function waitForRepositorySnapshots(page: Page, repositoryShortId: string, expectedCount: number) {	CODE
LOW	e2e/0002-backup-restore.spec.ts	282	async function importExistingLocalRepository(	CODE
LOW	e2e/0004-mirror-sync.spec.ts	99	async function waitForMirrorSyncComplete(page: Page, backupShortId: string, mirrorRepoShortId: string) {	CODE
LOW	e2e/0003-oidc.spec.ts	183	async function getInvitationStatusByEmail(page: Page, email: string) {	CODE
LOW	e2e/0003-oidc.spec.ts	195	async function verifyInvitationAsLocalUserWithSso(	CODE
LOW	e2e/0003-oidc.spec.ts	392	async function expectInviteOnlyLoginError(page: Page) {	CODE
LOW	e2e/0003-oidc.spec.ts	398	async function expectAccountLinkRequiredLoginError(page: Page) {	CODE
LOW	e2e/helpers/browser-errors.ts	68	async function captureFirstPageErrorSnapshot(	CODE

Fake / Example Data20 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	…s/sso/middlewares/__tests__/require-invitation.test.ts	76	await expect(requireSsoInvitation("user@example.com", null)).rejects.toThrow("Missing SSO context");	CODE
LOW	…s/sso/middlewares/__tests__/require-invitation.test.ts	83	await expect(requireSsoInvitation("user@example.com", ctx)).rejects.toThrow("Missing providerId");	CODE
LOW⚡	…s/sso/middlewares/__tests__/require-invitation.test.ts	110	await expect(requireSsoInvitation("user@example.com", ctx)).rejects.toThrow("must be invited");	CODE
LOW⚡	…s/sso/middlewares/__tests__/require-invitation.test.ts	119	email: "user@example.com",	CODE
LOW⚡	…s/sso/middlewares/__tests__/require-invitation.test.ts	128	await expect(requireSsoInvitation("user@example.com", ctx)).rejects.toThrow("must be invited");	CODE
LOW⚡	…s/sso/middlewares/__tests__/require-invitation.test.ts	137	email: "user@example.com",	CODE
LOW	…s/sso/middlewares/__tests__/require-invitation.test.ts	151	await expect(requireSsoInvitation("user@example.com", ctx)).rejects.toThrow("SSO provider not found");	CODE
LOW	…p/server/modules/sso/__tests__/sso.integration.test.ts	168	name: "Acme Corp",	CODE
LOW	…p/server/modules/sso/__tests__/sso.integration.test.ts	318	name: "Acme Corp",	CODE
LOW	…fications/__tests__/notification-target-policy.test.ts	12	to: ["admin@example.com"],	CODE
LOW	…/notifications/__tests__/notifications.service.test.ts	134	to: ["admin@example.com"],	CODE
LOW	…ent/modules/settings/components/create-user-dialog.tsx	107	placeholder="John Doe"	CODE
LOW	…fications/components/notification-forms/email-form.tsx	53	<Input {...field} placeholder="user@example.com" />	CODE
LOW	e2e/0007-sso-reverse-proxy.proxy.spec.ts	38	body: JSON.stringify({ email: "user@example.com", role: "member" }),	CODE
LOW	e2e/0007-sso-reverse-proxy.proxy.spec.ts	80	await ssoPage.locator('input[name="username"]').fill("user@example.com");	CODE
LOW	e2e/0003-oidc.spec.ts	23	const uninvitedUserEmail = "admin@example.com";	CODE
LOW	e2e/0003-oidc.spec.ts	24	const invitedUserEmail = "user@example.com";	CODE
LOW	e2e/0001-auth.setup.ts	47	await page.getByRole("textbox", { name: "Email" }).fill("test@test.com");	CODE
LOW	e2e/0001-auth.setup.ts	93	await page.getByRole("textbox", { name: "Email" }).fill("test@test.com");	CODE
LOW	e2e/helpers/account.ts	14	await page.getByRole("textbox", { name: "Email" }).fill("test@test.com");	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	playwright.config.ts	41	args: ["--host-rules=MAP zerobyte.example.com 127.0.0.1, MAP tinyauth.example.com 127.0.0.1"],	COMMENT
LOW	playwright.config.ts	61	// name: 'Mobile Safari',	COMMENT

nicotsx/zerobyte

Open-Source Code Quality, Security and Technical Debt Review