1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-24

Last Push

6.0K

Stars

Vue

Language

80.7K

Lines of Code

481

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 26 finding(s).

Hallucinated Dependency & Supply Chain Risk 5.8/100 · LOW

Are imports declared and package/API names verified? 43 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 23 finding(s).

PR Review Velocity Impact 7.3/100 · LOW

Which changes need focused human review? 69 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 6HIGH 0MEDIUM 0LOW 63

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 69 distinct pattern matches across 5 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 Indicators6 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL	app/middleware/1.permalink.global.ts	46	const paginator = masto.client.value.v2.search.list({ q: `https:/${to.fullPath}`, resolve: true, limit: 1 })	CODE
CRITICAL	app/composables/users.ts	107	? client.value.v1.push.subscription.fetch().catch(() => Promise.resolve(undefined))	CODE
CRITICAL	app/composables/push-notifications/usePushManager.ts	179	currentUser.value.pushSubscription = await client.value.v1.push.subscription.update({ data })	CODE
CRITICAL	app/composables/masto/masto.ts	41	masto.client.value.v2.instance.fetch().catch(error => new Promise<mastodon.v2.Instance>((resolve, reject) => {	CODE
CRITICAL	app/composables/masto/masto.ts	43	return masto.client.value.v1.instance.fetch().then((newInstance) => {	CODE
CRITICAL	app/pages/[[server]]/explore/tags.vue	10	const paginator = client.value.v1.trends.tags.list({	CODE

Fake / Example Data37 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW	locales/el-GR.json	341	"placeholder": {	CODE
LOW	locales/it-IT.json	362	"placeholder": {	CODE
LOW	locales/th-TH.json	304	"placeholder": {	CODE
LOW	locales/ko-KR.json	254	"placeholder": {	CODE
LOW	locales/fi.json	347	"placeholder": {	CODE
LOW	locales/eo.json	373	"placeholder": {	CODE
LOW	locales/ja-JP.json	360	"placeholder": {	CODE
LOW	locales/zh-CN.json	347	"placeholder": {	CODE
LOW	locales/ckb.json	305	"placeholder": {	CODE
LOW	locales/tr-TR.json	304	"placeholder": {	CODE
LOW	locales/id-ID.json	362	"placeholder": {	CODE
LOW	locales/pt.json	373	"placeholder": {	CODE
LOW	locales/en.json	373	"placeholder": {	CODE
LOW	locales/hu-HU.json	362	"placeholder": {	CODE
LOW	locales/es-419.json	125	"placeholder": {	CODE
LOW	locales/uk-UA.json	343	"placeholder": {	CODE
LOW	locales/pl-PL.json	303	"placeholder": {	CODE
LOW	locales/cy.json	198	"placeholder": {	CODE
LOW	locales/fa-IR.json	312	"placeholder": {	CODE
LOW	locales/ca.json	362	"placeholder": {	CODE
LOW	locales/pt-BR.json	155	"placeholder": {	CODE
LOW	locales/de-DE.json	348	"placeholder": {	CODE
LOW	locales/cs-CZ.json	139	"placeholder": {	CODE
LOW	locales/gl-ES.json	316	"placeholder": {	CODE
LOW	locales/fr-FR.json	351	"placeholder": {	CODE
LOW	locales/he.json	356	"placeholder": {	CODE
LOW	locales/zh-TW.json	265	"placeholder": {	CODE
LOW	locales/ca-valencia.json	81	"placeholder": {	CODE
LOW	locales/tl-PH.json	349	"placeholder": {	CODE
LOW	locales/ru-RU.json	307	"placeholder": {	CODE
LOW	locales/nl-NL.json	347	"placeholder": {	CODE
LOW	locales/eu-ES.json	362	"placeholder": {	CODE
LOW	locales/sv.json	362	"placeholder": {	CODE
LOW	locales/es.json	351	"placeholder": {	CODE
LOW	locales/ar.json	316	"placeholder": {	CODE
LOW	locales/vi-VN.json	373	"placeholder": {	CODE
LOW	app/components/publish/PublishWidgetList.vue	40	:placeholder="placeholder"	CODE

Hyper-Verbose Identifiers23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	app/composables/content-parse.ts	657	function transformCollapseMentions(	CODE
LOW	app/composables/content-parse.ts	774	function createTransformNamedMentions(mentions: mastodon.v1.StatusMention[]) {	CODE
LOW	app/composables/dialog.ts	77	function restoreMediaPreviewFromState() {	CODE
LOW	app/composables/users.ts	133	export function getExpandSpoilersByDefault(account: mastodon.v1.AccountCredentials) {	CODE
LOW	app/composables/users.ts	182	export function getInstanceDomainFromServer(server: string) {	CODE
LOW	app/composables/users.ts	194	export async function removePushNotificationData(user: UserLogin, fromSWPushManager = true) {	CODE
LOW	app/composables/timeline.ts	20	export function removeUserPreferenceItems(items: mastodon.v1.Status[], context: mastodon.v1.FilterContext): mastodon.v1.	CODE
LOW	…mposables/push-notifications/createPushSubscription.ts	115	async function removePushNotificationDataOnError(e: Error) {	CODE
LOW	…mposables/push-notifications/createPushSubscription.ts	123	async function sendSubscriptionToBackend(	CODE
LOW	app/composables/masto/routes.ts	81	export function getAccountCollectionsRoute(account: mastodon.v1.Account) {	CODE
LOW	app/composables/masto/statusDrafts.ts	28	function getDefaultQuoteApprovalPolicy(currentQuoteApprovalPolicy: mastodon.rest.v1.QuoteApprovalPolicy) {	CODE
LOW	app/composables/masto/translate.ts	66	function replaceTranslatedLinksWithOriginal(text: string) {	CODE
LOW	app/plugins/magic-keys.client.ts	110	function focusNextOrPreviousStatus(direction: 'next' \| 'previous') {	CODE
LOW	app/plugins/magic-keys.client.ts	123	function getNextOrPreviousStatusId(currentStatusId: string \| undefined, direction: 'next' \| 'previous'): string \| un	CODE
LOW	app/components/settings/SettingsTranslations.vue	23	function removeDisabledTranslation(code: string) {	CODE
LOW	app/components/notification/NotificationPaginator.vue	24	function includeNotificationsForStatusCard({ type, status }: mastodon.v1.Notification) {	CODE
LOW	app/components/publish/PublishQuoteApprovalPicker.vue	17	function chooseQuoteApprovalPolicy(quoteApprovalPolicy: mastodon.rest.v1.QuoteApprovalPolicy) {	CODE
LOW	app/components/publish/PublishWidget.vue	335	function stopQuestionMarkPropagation(e: KeyboardEvent) {	CODE
LOW	app/components/modal/ModalMediaPreviewCarousel.vue	254	function restrictShiftToInsideSlide() {	CODE
LOW	scripts/cleanup-translations.ts	36	async function removeOutdatedTranslations() {	CODE
LOW	service-worker/precache.ts	106	function getOrCreatePrecacheController(): PrecacheController {	CODE
LOW	service-worker/precache.ts	106	function getOrCreatePrecacheController(): PrecacheController {	CODE
LOW	service-worker/notification.ts	36	export function createNotificationOptions(	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	config/i18n.ts	21	// { code: 'ar-LY', name: 'Arabic (Libya)' },	COMMENT
LOW	config/i18n.ts	41	{ code: 'ca-valencia', name: 'Valencià' },	COMMENT

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	locales/en.json	536	"instructions": "Don't forget to save your changes using @:settings.notifications.push_notifications.save_settin	CODE

elk-zone/elk

Open-Source Code Quality, Security and Technical Debt Review