1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

25.1K

Stars

TypeScript

Language

255.5K

Lines of Code

2.3K

Files

196

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 3.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 174 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 12 finding(s).

Agent Over-Engineering Ratio 3.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 147 finding(s).

PR Review Velocity Impact 4.3/100 · LOW

Which changes need focused human review? 196 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 1MEDIUM 11LOW 184

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 196 distinct pattern matches across 8 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 Identifiers137 hits · 137 pts

Severity	File	Line	Snippet	Context
LOW	packages/ui/src/tooltip-advanced-link-features.tsx	31	export function AdvancedLinkFeaturesTooltip() {	CODE
LOW	packages/ui/src/hooks/use-router-stuff.ts	16	export function consumePendingDashboardScrollTop(): number \| null {	CODE
LOW	packages/ui/src/rich-text-area/campaign-editor-image.ts	132	export function configureCampaignEditorImage(	CODE
LOW	packages/ui/src/rich-text-area/table-keyboard.ts	95	export function deleteTableStructureOnKey(	CODE
LOW	…kages/utils/src/constants/pricing/plan-period-utils.ts	15	export function getMonthlyLimitFromPeriod({	CODE
LOW	packages/utils/src/constants/pricing/trial-limits.ts	31	export function getTrialLimitFeaturePhrase(kind: TrialLimitResource): string {	CODE
LOW	packages/utils/src/constants/pricing/trial-limits.ts	35	export function getTrialLimitResourceForOverageBanner({	CODE
LOW	packages/utils/src/constants/pricing/trial-limits.ts	49	export function isWorkspaceBillingTrialActive(	CODE
LOW	…s/utils/src/functions/is-click-on-interactive-child.ts	3	export function isClickOnInteractiveChild(e: MouseEvent) {	CODE
LOW	…s/email/src/templates/folder-edit-access-requested.tsx	17	export default function FolderEditAccessRequested({	CODE
LOW	apps/web/ui/layout/upgrade-banner.tsx	24	export function useUpgradeBannerVisibility() {	CODE
LOW	apps/web/ui/layout/sidebar/workspace-dropdown.tsx	104	function WorkspaceDropdownPlaceholder() {	CODE
LOW	apps/web/ui/modals/update-workspace-user-role.tsx	120	export function useWorkspaceUserRoleModal({	CODE
LOW	apps/web/ui/modals/link-conversion-tracking-modal.tsx	22	function LinkConversionTrackingModal(props: LinkConversionTrackingModalProps) {	CODE
LOW	apps/web/ui/modals/link-conversion-tracking-modal.tsx	33	function LinkConversionTrackingModalInner({	CODE
LOW	apps/web/ui/modals/link-conversion-tracking-modal.tsx	175	export function useLinkConversionTrackingModal({	CODE
LOW	apps/web/ui/modals/trial-limit-activate-modal.tsx	22	function TrialLimitActivateModalInner({	CODE
LOW	apps/web/ui/modals/trial-limit-activate-modal.tsx	124	export function useTrialLimitActivateModal() {	CODE
LOW	apps/web/ui/modals/domain-auto-renewal-modal.tsx	138	export function useDomainAutoRenewalModal({ domain }: { domain: DomainProps }) {	CODE
LOW	apps/web/ui/modals/remove-workspace-user-modal.tsx	224	export function useRemoveWorkspaceUserModal({ user }: { user: UserProps }) {	CODE
LOW	apps/web/ui/modals/cancel-subscription-modal.tsx	191	export function useCancelSubscriptionModal({	CODE
LOW	apps/web/ui/modals/uninstall-integration-modal.tsx	15	function UninstallIntegrationModal({	CODE
LOW	apps/web/ui/modals/uninstall-integration-modal.tsx	105	export function useUninstallIntegrationModal({	CODE
LOW	apps/web/ui/modals/register-domain-success-modal.tsx	74	export function useRegisterDomainSuccessModal() {	CODE
LOW	apps/web/ui/modals/invite-workspace-user-modal.tsx	48	export function useInviteWorkspaceUserModal({	CODE
LOW	apps/web/ui/modals/add-edit-utm-template.modal.tsx	176	export function useAddEditUtmTemplateModal({	CODE
LOW	apps/web/ui/modals/forward-dns-instructions-modal.tsx	20	function ForwardDnsInstructionsModal({	CODE
LOW	apps/web/ui/modals/forward-dns-instructions-modal.tsx	108	export function useForwardDnsInstructionsModal(	CODE
LOW	…i/modals/link-builder/advanced-link-features-modal.tsx	14	function AdvancedLinkFeaturesModal({	CODE
LOW	…i/modals/link-builder/advanced-link-features-modal.tsx	177	export function useAdvancedLinkFeaturesModal() {	CODE
LOW	apps/web/ui/logs/log-utils.ts	1	export function getStatusCodeBadgeVariant(statusCode: number) {	CODE
LOW	…link-builder/controls/link-builder-folder-selector.tsx	6	export function LinkBuilderFolderSelector() {	CODE
LOW	…ps/web/ui/guides/install-stripe-integration-button.tsx	13	export function InstallStripeIntegrationButton() {	CODE
LOW	apps/web/ui/webhooks/webhook-event-details-sheet.tsx	24	function WebhookEventDetailsSheetContent({	CODE
LOW	apps/web/ui/webhooks/webhook-trigger-selector.tsx	46	export function isWebhookTriggerSelectionInvalid(	CODE
LOW	apps/web/ui/analytics/chart-section.tsx	149	function ConversionTrackingPaywall() {	CODE
LOW	apps/web/app/password/[linkId]/page.tsx	58	export default async function PasswordProtectedLinkPage(props: {	CODE
LOW	…dub.co/embed/support-chat/dynamic-height-messenger.tsx	5	export function SupportChatDynamicHeightMessenger() {	CODE
LOW	…(auth)/oauth/authorize/authorize-workspace-context.tsx	35	export function AuthorizeWorkspaceProvider({	CODE
LOW	…(auth)/oauth/authorize/authorize-workspace-context.tsx	89	function getDefaultAuthorizeWorkspace({	CODE
LOW	…uth)/auth/confirm-email-change/[token]/page-client.tsx	13	export default function ConfirmEmailChangePageClient({	CODE
LOW	…]/(ee)/settings/integrations/featured-integrations.tsx	170	export function FeaturedIntegrationsLoader() {	CODE
LOW	…settings/integrations/integrations-subpage-context.tsx	16	export function IntegrationsSubpageProvider({	CODE
LOW	…settings/integrations/integrations-subpage-context.tsx	42	export function SetIntegrationsSubpageTitle({ title }: { title: string }) {	CODE
LOW	…)/settings/integrations/integrations-layout-client.tsx	49	function IntegrationsLayoutContent({ children }: { children: ReactNode }) {	CODE
LOW	…rd)/[slug]/(ee)/settings/integrations/enabled/page.tsx	28	async function EnabledIntegrationsPageRSC({ slug }: { slug: string }) {	CODE
LOW	….co/(dashboard)/[slug]/(ee)/settings/tracking/page.tsx	8	export default function WorkspaceTrackingSettingsPage() {	CODE
LOW	…rd)/[slug]/(ee)/settings/notifications/page-client.tsx	16	export default function NotificationsSettingsPageClient() {	CODE
LOW	…dashboard)/[slug]/(ee)/settings/notifications/page.tsx	3	export default function NotificationsSettingsPage() {	CODE
LOW	…shboard)/[slug]/(ee)/settings/billing/upgrade/page.tsx	56	export default function WorkspaceBillingUpgradePage() {	CODE
LOW	…pp/app.dub.co/(dashboard)/[slug]/links/page-client.tsx	75	export function WorkspaceLinksPageControls() {	CODE
LOW	….dub.co/(dashboard)/[slug]/links/utm/template-card.tsx	195	function TemplateCardKeyboardShortcuts({	CODE
LOW	…pp.dub.co/(dashboard)/[slug]/links/utm/page-client.tsx	22	export default function WorkspaceUtmTemplatesClient() {	CODE
LOW	apps/web/app/(ee)/api/cron/workspaces/delete/utils.ts	22	export async function enqueueNextWorkspaceDeleteStep({	CODE
LOW	apps/web/app/(ee)/api/cron/trial-emails/route.ts	23	async function executeTrialEmailCronBatch(startingAfter?: string) {	CODE
LOW	…)/api/stripe/webhook/payment-intent-requires-action.ts	5	export async function paymentIntentRequiresAction(	CODE
LOW	…e)/api/stripe/webhook/customer-subscription-deleted.ts	16	export async function customerSubscriptionDeleted(	CODE
LOW	…e)/api/stripe/webhook/customer-subscription-deleted.ts	213	async function voidLatestInvoiceIfPayable(subscription: Stripe.Subscription) {	CODE
LOW	apps/web/app/(ee)/api/stripe/webhook/charge-refunded.ts	33	async function processDomainRenewalInvoice({ invoice }: { invoice: Invoice }) {	CODE
LOW	…ps/web/app/(ee)/api/stripe/webhook/charge-succeeded.ts	73	async function processDomainRenewalInvoice({ invoice }: { invoice: Invoice }) {	CODE
77 more matches not shown…

Structural Annotation Overuse28 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	17	// Step 1: Enter email and reveal password field	COMMENT
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	21	// Step 2: Enter password and submit	COMMENT
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	27	// Step 3: Verify email via OTP from MailHog	COMMENT
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	36	// Step 4: Wait for redirect to onboarding after auto-submit	COMMENT
LOW	apps/web/guides/gtm-client-sdk.md	3	## Step 1: Create a New Tag	COMMENT
LOW	apps/web/guides/gtm-client-sdk.md	13	## Step 2: Add the Dub client-side script	COMMENT
LOW	apps/web/guides/gtm-client-sdk.md	44	## Step 3: Configure the Trigger	COMMENT
LOW	apps/web/guides/gtm-client-sdk.md	52	## Step 4: Save and Publish	COMMENT
LOW	apps/web/guides/gtm-track-sale.md	5	## Step 1: Create a GTM Variable to read the dub_id Cookie	COMMENT
LOW	apps/web/guides/gtm-track-sale.md	19	## Step 2: Tracking sale events	COMMENT
LOW	apps/web/guides/better-auth.md	3	## Step 1: Install the @dub/better-auth plugin	COMMENT
LOW	apps/web/guides/better-auth.md	14	## Step 2: Configure the plugin	COMMENT
LOW⚡	apps/web/guides/clerk.md	3	## Step 1: Add environment variables	COMMENT
LOW⚡	apps/web/guides/clerk.md	16	## Step 2: Add a custom claim to your Clerk session token	COMMENT
LOW⚡	apps/web/guides/clerk.md	26	## Step 3: Extend the `@dub/analytics` package with Clerk's `useUser` hook	COMMENT
LOW	apps/web/guides/clerk.md	97	## Step 4: Implement the `trackLead` server action	COMMENT
LOW	apps/web/guides/segment-track-lead.md	3	## Step 1: Add Dub (Actions) destination	COMMENT
LOW	apps/web/guides/segment-track-lead.md	9	## Step 2: Configure Dub API Key	COMMENT
LOW	apps/web/guides/segment-track-lead.md	21	## Step 3: Add Mapping	COMMENT
LOW	apps/web/guides/segment-track-lead.md	37	## Step 4: Send lead events to Dub	COMMENT
LOW	apps/web/guides/react.md	3	### Step 1: Install package	COMMENT
LOW	apps/web/guides/react.md	11	### Step 2: Initialize package in your code	COMMENT
LOW	apps/web/guides/segment-track-sale.md	5	## Step 1: Add Dub (Actions) destination	COMMENT
LOW	apps/web/guides/segment-track-sale.md	11	## Step 2: Configure Dub API Key	COMMENT
LOW	apps/web/guides/segment-track-sale.md	23	## Step 3: Add Mapping	COMMENT
LOW	apps/web/guides/segment-track-sale.md	39	## Step 4: Send sale events to Dub	COMMENT
LOW	apps/web/guides/gtm-track-lead.md	5	## Step 1: Create a GTM Variable to read the dub_id Cookie	COMMENT
LOW	apps/web/guides/gtm-track-lead.md	19	## Step 2: Tracking lead events	COMMENT

Decorative Section Separators10 hits · 30 pts

Severity	File	Line	Snippet	Context
MEDIUM	apps/web/ui/modals/qr-code-design-fields.tsx	30	// ─── Constants ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/ui/modals/qr-code-design-fields.tsx	40	// ─── Shared form body ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/ui/modals/qr-code-design-fields.tsx	316	// ─── Segmented control ────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/ui/modals/qr-code-design-fields.tsx	381	// ─── Color section ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/ui/modals/qr-code-design-fields.tsx	418	// ─── Style icons ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/ui/modals/qr-code-design-fields.tsx	590	// ─── Download / Copy popovers ─────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/lib/qr/index.tsx	159	// ─── SVG string helpers for download ─────────────────────────────────────────	COMMENT
MEDIUM	apps/web/lib/qr/index.tsx	242	// ─── Canvas helpers for finder patterns ──────────────────────────────────────	COMMENT
MEDIUM	apps/web/lib/qr/index.tsx	313	// ─── Public download helpers ──────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/lib/qr/utils.tsx	340	// ─── SVG path helpers for compound finder-pattern shapes ─────────────────────	COMMENT

Fake / Example Data11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	apps/web/ui/domains/add-edit-domain-form.tsx	748	id: "placeholder",	CODE
LOW	apps/web/ui/modals/add-customer-modal.tsx	382	placeholder="John Doe"	CODE
LOW	apps/web/ui/modals/edit-customer-modal.tsx	90	placeholder="John Doe"	CODE
LOW	apps/web/ui/modals/forward-dns-instructions-modal.tsx	92	placeholder="admin@example.com"	CODE
LOW	…p.dub.co/(onboarding)/[slug]/wrapped/[year]/client.tsx	31	item: "placeholder",	CODE
LOW	…p.dub.co/(onboarding)/[slug]/wrapped/[year]/client.tsx	199	{item === "placeholder" ? (	CODE
LOW	apps/web/guides/stripe-checkout.md	16	email: "user@example.com",	CODE
LOW	apps/web/guides/manual-track-lead.md	17	customerName: "John Doe",	CODE
LOW	apps/web/guides/manual-track-lead.md	36	customerName: "John Doe",	CODE
LOW	apps/web/guides/stripe-customers.md	10	email: "user@example.com",	CODE
LOW	apps/web/guides/stripe-customers.md	33	email: "user@example.com",	CODE

Verbosity Indicators5 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	17	// Step 1: Enter email and reveal password field	COMMENT
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	21	// Step 2: Enter password and submit	COMMENT
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	27	// Step 3: Verify email via OTP from MailHog	COMMENT
LOW⚡	apps/web/playwright/workspaces/auth.setup.ts	36	// Step 4: Wait for redirect to onboarding after auto-submit	COMMENT
LOW	apps/web/lib/auth/options.ts	368	// If the user is not using SAML, we need to check if SAML is enforced for the email domain	COMMENT

Magic Placeholder Names1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH⚡	apps/web/guides/clerk.md	13	DUB_API_KEY=your_api_key	CODE

Slop Phrases2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…s/email/src/templates/trial/trial-3-days-remaining.tsx	22	Don't forget to review your selected plan and billing details.	CODE
MEDIUM	apps/web/scripts/dev/data.json	73	"readme": "This is the official Make.com integration for Dub. Make.com lets you connect Dub with thousands of the	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	apps/web/tests/tracks/track-click.test.ts	121	// path: "/track/click",	COMMENT
LOW	apps/web/lib/openapi/mcp-document.ts	1	import { document } from ".";	COMMENT

dubinc/dub

Open-Source Code Quality, Security and Technical Debt Review