1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

7.2K

Stars

TypeScript

Language

85.7K

Lines of Code

870

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 3.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 45 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.1/100 · LOW

Are imports declared and package/API names verified? 9 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 40 finding(s).

PR Review Velocity Impact 5.5/100 · LOW

Which changes need focused human review? 56 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 3HIGH 2MEDIUM 2LOW 49

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 56 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.

Hyper-Verbose Identifiers38 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	app/composables/useDashboardRouteState.ts	18	export function useDashboardAnalysisRouteState(options: { detail?: boolean } = {}) {	CODE
LOW	app/composables/useDashboardRouteState.ts	75	export function useDashboardRealtimeRouteState() {	CODE
LOW	app/composables/useDashboardRouteState.ts	120	export function useDashboardLinksRouteState() {	CODE
LOW	app/composables/globe/useWebGLGlobe.ts	336	async function flushCountryTextureUpdates() {	CODE
LOW	app/composables/globe/texture.ts	207	export function calculateHeatmapHexDensities(	CODE
LOW	app/utils/link-check.ts	4	export function getDashboardLinkDetailLocation(slug: string, sourceQuery?: DashboardQuery) {	CODE
LOW	app/utils/link-check.ts	13	export function getDashboardLinkDetailUrl(slug: string): string {	CODE
LOW	app/utils/link-form.ts	10	export function getLinkUrlValidationError(	CODE
LOW	app/utils/link-form.ts	27	export function createLinkFormInitialValues(link: Partial<DashboardLink>): DashboardLinkFormData {	CODE
LOW	app/utils/link-form.ts	48	export function normalizeLinkFormSubmitPayload(value: DashboardLinkFormData, isEdit: boolean) {	CODE
LOW	app/components/ui/input-group/InputGroupAddon.vue	14	function handleInputGroupAddonClick(e: MouseEvent) {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	188	function computeScrollTopForElement({	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	602	function reanchorToAnchoredMessage(): boolean {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	630	function flushPendingScrollToMessage(): boolean {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	679	function applyDefaultScrollPosition(): boolean {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	910	function setPreserveScrollOnPrepend(value: boolean) {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	1002	export function useMessageScrollerContext(): MessageScrollerContext {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	1009	export function useMessageScrollerRegister(): RegisterMessage {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	1025	export function useMessageScrollerScrollable(): Ref<MessageScrollerScrollable> {	CODE
LOW	…p/components/ui/message-scroller/useMessageScroller.ts	1030	export function useMessageScrollerVisibility(): Ref<MessageScrollerVisibilityState> {	CODE
LOW	app/components/dashboard/links/Index.vue	72	function resetAndLoad() {	CODE
LOW	app/components/dashboard/links/Link.vue	39	function handlePopoverCloseAutoFocus(event: Event) {	CODE
LOW	app/components/dashboard/links/Link.vue	44	function handleDialogCloseAutoFocus(event: Event) {	CODE
LOW	app/components/dashboard/links/editor/Form.vue	176	function getInitialAdvancedSections() {	CODE
LOW	app/components/dashboard/check/ConfigForm.vue	47	function getNumberInputChangeValue(event: Event) {	CODE
LOW	tests/utils.ts	111	export async function expectStoredHashedPassword(slug: string, plainText: string) {	CODE
LOW	server/utils/link-processing.ts	83	async function applyEditableLinkPassword(newLink: Link, password?: string): Promise<void> {	CODE
LOW	server/utils/template.ts	106	export function generateUnsafeWarningHtml(slug: string, targetUrl: string, options: UnsafeWarningHtmlOptions = {}): stri	CODE
LOW	server/utils/link-store.ts	152	export function iterateAllAuthoritativeLinks(env: Cloudflare.Env): AsyncIterable<Link> {	CODE
LOW	server/utils/link-password.ts	103	export async function normalizeLinkPasswordForStorage(password: string): Promise<string> {	CODE
LOW	server/utils/link-password.ts	136	export async function protectLinkPasswordForExport(link: Link): Promise<Link> {	CODE
LOW	server/utils/cloudflare-access.ts	52	export async function verifyCloudflareAccessToken(	CODE
LOW	server/utils/cloudflare-access.ts	93	export function mapCloudflareAccessIdentity(	CODE
LOW	server/utils/cloudflare-access.ts	128	export function isCloudflareAccessConfigured(teamDomain: string, audience: string): boolean {	CODE
LOW	server/utils/cloudflare-access.ts	132	export function isCloudflareAccessRequestAllowed(event: H3Event): boolean {	CODE
LOW	server/utils/cloudflare-access.ts	150	export function isCloudflareAccessRequestSafe(request: CloudflareAccessRequest): boolean {	CODE
LOW	server/services/link-store/migration.ts	10	export async function readCompletedLinkMigrationMarker(env: Cloudflare.Env): Promise<LinkMigrationMarker \| null> {	CODE
LOW	server/services/link-store/d1.ts	217	function buildCreateLinkStatements(event: H3Event, db: ReturnType<typeof getDatabase>, link: Link): { statements: [Batch	CODE

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	server/services/link-store/kv.ts	25	const result = await event.context.cloudflare.env.KV.getWithMetadata(`link:${slug}`, { type: 'json', cacheTtl })	CODE
CRITICAL	server/services/link-store/kv.ts	43	await event.context.cloudflare.env.KV.put(`link:${link.slug}`, JSON.stringify(link), { expiration })	CODE
CRITICAL	server/services/link-store/kv.ts	54	await event.context.cloudflare.env.KV.delete(`link:${slug}`)	CODE

Synthetic Comment Markers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	docs/faqs.md	54	Set `NUXT_CASE_SENSITIVE=true` and redeploy. This only affects custom codes; auto-generated codes stay lowercase. Ex	CODE
HIGH	docs/features/links.md	12	Leave the short code empty to generate a random lowercase one. Case-sensitive mode only affects custom codes: `Docs`	CODE

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	worker-configuration.d.ts	10498	// ── Error types ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	worker-configuration.d.ts	10519	// ── Binding ──────────────────────────────────────────────────────────────────	COMMENT

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	app/components/ui/calendar/Calendar.vue	20	const delegatedProps = reactiveOmit(props, "class", "layout", "placeholder")	CODE
LOW	app/components/ui/calendar/Calendar.vue	22	const placeholder = useVModel(props, "placeholder", emits, {	CODE
LOW	app/components/ui/calendar/Calendar.vue	93	v-model:placeholder="placeholder"	CODE
LOW	app/components/dashboard/links/editor/CountrySelect.vue	52	:aria-label="placeholder"	CODE
LOW	app/components/dashboard/links/editor/FieldTextarea.vue	25	:placeholder="placeholder"	CODE
LOW	app/components/dashboard/links/editor/FieldInput.vue	32	:placeholder="placeholder"	CODE

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	worker-configuration.d.ts	12901	// PubSubMessage represents an incoming PubSub message.	COMMENT
LOW	worker-configuration.d.ts	13021	// Note `unknown & T` is equivalent to `T`.	COMMENT
LOW	worker-configuration.d.ts	13041	type MaybeCallableProvider<T> = T extends (...args: any[]) => any ? MethodOrProperty<T> : unknown;	COMMENT
LOW	worker-configuration.d.ts	13061	// declaration will be merged with this one.	COMMENT
LOW	worker-configuration.d.ts	14181	// This should be a new traceId for the first worker stage invoked in the eyeball request and then	COMMENT

miantiao-me/Sink

Open-Source Code Quality, Security and Technical Debt Review