0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

29.7K

Stars

Elixir

Language

171.6K

Lines of Code

445

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 2.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 82 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 73 finding(s).

PR Review Velocity Impact 2.5/100 · LOW

Which changes need focused human review? 86 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 1LOW 85

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 86 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.

Hyper-Verbose Identifiers73 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	tracker/installation_support/autoconsent-to-cookies.js	25	export function initializeCookieConsentEngine({	CODE
LOW	tracker/installation_support/verifier.js	14	async function verifyPlausibleInstallation(options) {	CODE
LOW	tracker/installation_support/verifier.js	121	function getNormalizedPlausibleEventBody(fetchOptions) {	CODE
LOW	tracker/installation_support/verifier.js	144	function startRecordingEventFetchCalls() {	CODE
LOW	tracker/installation_support/verifier.js	310	function forceIgnoreWebdriverCondition() {	CODE
LOW	tracker/test/support/initialize-page-dynamically.ts	73	export function getConfiguredPlausibleWebSnippet({	CODE
LOW	tracker/test/support/initialize-page-dynamically.ts	112	export async function initializePageDynamically(	CODE
LOW	tracker/test/support/test-utils.js	243	export function ensurePlausibleInitialized(page) {	CODE
LOW	tracker/compiler/index.js	112	function wrapInstantlyEvaluatingFunction(baseCode) {	CODE
LOW	tracker/src/engagement.js	105	function registerEngagementListener() {	CODE
LOW	tracker/src/custom-events.js	53	function shouldInterceptNavigation(event, link) {	CODE
LOW	tracker/src/custom-events.js	278	function handleTaggedFormSubmitEvent(event) {	CODE
LOW	tracker/src/custom-events.js	321	function handleTaggedElementClickEvent(event) {	CODE
LOW	e2e/tests/dashboard/team-setup.spec.ts	146	async function expectCurrentTeamOnSitesPage(page: Page, teamName: string) {	CODE
LOW	e2e/tests/dashboard/csv-export.spec.ts	389	async function triggerExportAndAwaitDownload(	CODE
LOW	assets/js/app.js	74	function showChangelogNotification(el) {	CODE
LOW	assets/js/dashboard/api.ts	89	export function dashboardStateToSearchParams(	CODE
LOW	assets/js/dashboard/api.ts	164	function getSharedLinkSearchParams(): Record<string, string> {	CODE
LOW	assets/js/dashboard/dashboard-time-periods.ts	572	export function useSaveTimePreferencesToStorage({	CODE
LOW	assets/js/dashboard/dashboard-time-periods.ts	599	export function getSavedTimePreferencesFromStorage({	CODE
LOW	assets/js/dashboard/dashboard-time-periods.ts	672	export function getCurrentPeriodDisplayName({	CODE
LOW	assets/js/dashboard/dashboard-time-periods.ts	731	export function getCurrentComparisonPeriodDisplayName({	CODE
LOW	assets/js/dashboard/dashboard-state-context.tsx	41	export default function DashboardStateContextProvider({	CODE
LOW	assets/js/dashboard/dashboard-state.ts	134	export function isDateOnOrAfterStatsStartDate({	CODE
LOW	assets/js/dashboard/dashboard-state.ts	146	export function isDateBeforeOrOnCurrentDate({	CODE
LOW	assets/js/dashboard/dashboard-state.ts	195	function setDashboardPeriodAndDate({	CODE
LOW	assets/js/dashboard/util/fetch-suggestions.ts	28	export function getValueSuggestionsRequest(	CODE
LOW	assets/js/dashboard/util/filters.js	17	export function getAvailableFilterDimensions(site) {	CODE
LOW	assets/js/dashboard/util/filters.js	72	export function isFreeChoiceFilterOperation(operation) {	CODE
LOW	assets/js/dashboard/util/filters.js	89	export function getPropertyKeyFromFilterKey(filterKey) {	CODE
LOW	assets/js/dashboard/util/url-search-params.ts	78	function searchWithApiVersionReload(search: string, value: string): string {	CODE
LOW	assets/js/dashboard/util/url-search-params.ts	229	export function serializeSimpleSearchEntry([key, value]: [string, unknown]): [	CODE
LOW	assets/js/dashboard/util/url-search-params.ts	257	export function encodeURIComponentPermissive(	CODE
LOW	assets/js/dashboard/util/url-search-params.ts	300	export function maybeGetLatestReadableSearch(	CODE
LOW	assets/js/dashboard/util/url-search-params.ts	337	export function getSearchWithEnforcedSegment(	CODE
LOW	assets/js/dashboard/util/storage.js	8	function testLocalStorageAvailability() {	CODE
LOW	assets/js/dashboard/nav-menu/dashboard-options-menu.tsx	45	function DashboardOptionsMenuItems({	CODE
LOW	…board/nav-menu/query-periods/dashboard-period-menu.tsx	45	function DashboardPeriodMenuKeybinds({	CODE
LOW	assets/js/dashboard/filtering/segments.ts	97	export function formatSegmentIdAsLabelKey(id: number \| string): string {	CODE
LOW	assets/js/dashboard/filtering/segments.ts	119	export function getSearchToSetSegmentFilter(	CODE
LOW	assets/js/dashboard/filtering/segments.ts	259	export function getNavigationToExpandSegment(	CODE
LOW	…s/js/dashboard/navigation/routeless-modals-context.tsx	23	export function RoutelessModalsContextProvider({	CODE
LOW	assets/js/dashboard/annotations/annotations.ts	113	export function canShowAddAnnotationButton(props: {	CODE
LOW	assets/js/dashboard/verification/portal.tsx	24	function handleVerificationFinished(event: Event) {	CODE
LOW	assets/js/dashboard/verification/portal.test.tsx	33	function dispatchVerificationFinished(queryParams: string[]) {	CODE
LOW	assets/js/dashboard/components/feature-setup-notice.tsx	74	function renderSecondaryCallToAction() {	CODE
LOW	assets/js/dashboard/extra/exploration/index.tsx	30	function trackExploreEntrySelected(direction: ExplorationDirection): void {	CODE
LOW	assets/js/dashboard/extra/exploration/index.tsx	35	function useScrollActiveColumnIntoView(	CODE
LOW	assets/js/dashboard/extra/exploration/journey.ts	316	export function updateJourneyOnRateLimitError({	CODE
LOW	assets/js/dashboard/hooks/use-query-api.ts	151	export function useSearchAndPaginateQueryAPI(	CODE
LOW	assets/js/dashboard/error/something-went-wrong.tsx	8	export function SomethingWentWrongMessage({	CODE
LOW	assets/js/dashboard/stats/imported-warning-bubble.tsx	33	export function FunnelsApiImportedWarningBubble({	CODE
LOW	assets/js/dashboard/stats/breakdowns.tsx	117	export function MetricValueTooltipContent({	CODE
LOW	assets/js/dashboard/stats/breakdowns.tsx	254	export function useColumnsHiddenForAllNull(	CODE
LOW	assets/js/dashboard/stats/graph/intervals.ts	46	export function extractIntervalFromDimensions(dimensions: string[]): Interval {	CODE
LOW	assets/js/dashboard/stats/graph/intervals.ts	136	function validIntervalsForMainPeriod(	CODE
LOW	assets/js/dashboard/stats/graph/intervals.ts	152	function validIntervalsForCustomComparison(	CODE
LOW	assets/js/dashboard/stats/graph/intervals.ts	200	function validIntervalsForCustomPeriod({ to, from }: DayjsRange): Interval[] {	CODE
LOW	assets/js/dashboard/stats/graph/intervals.ts	216	function validIntervalsForAllTimePeriod(	CODE
LOW	assets/js/dashboard/stats/graph/visitor-graph.tsx	187	function getStoredTopStatsHeightKey(site: Pick<PlausibleSite, 'domain'>) {	CODE
13 more matches not shown…

Over-Commented Block7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	priv/ua_inspector/device.shell_tv.yml	1	###############	COMMENT
LOW	priv/ua_inspector/device.televisions.yml	1	###############	COMMENT
LOW	priv/ua_inspector/os.oss.yml	1	###############	COMMENT
LOW	priv/ref_inspector/referers.yml	1	# #######################################################################################################	COMMENT
LOW	e2e/playwright.config.ts	41	}	COMMENT
LOW	assets/js/liveview/member-rows.js	1	// Lets people add/remove member rows and pick a role instantly, without	COMMENT
LOW	assets/js/dashboard/email-reports-cta-banner.tsx	1	import React, { useState } from 'react'	COMMENT

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tracker/test/transform-request.spec.ts	198	return { ...payload, p: { author: 'Jane Doe' } }	CODE
LOW	tracker/test/transform-request.spec.ts	225	author: 'Jane Doe'	CODE
LOW	extra/fixture/authsources.php	10	'email' => 'user@example.com',	CODE
LOW	assets/js/dashboard/components/search-input.tsx	37	\| 'placeholder'	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	assets/package-lock.json	9270	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",	CODE

Verbosity Indicators1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	assets/js/dashboard/util/url-search-params.ts	297	The purpose of this function is to redirect users from one of the previous versions to the current version,	CODE

plausible/analytics

Open-Source Code Quality, Security and Technical Debt Review