0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

13.8K

Stars

TypeScript

Language

232.6K

Lines of Code

433

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 1.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 43 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 0.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 30 finding(s).

PR Review Velocity Impact 1.3/100 · LOW

Which changes need focused human review? 48 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 1HIGH 0MEDIUM 2LOW 45

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 48 distinct pattern matches across 7 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 Identifiers30 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/utils.ts	125	function createWorkerWindownEnvironment(ctx: TestContext) {	CODE
LOW	tests/integrations/underoutfit_kiwi/index.html	45	function isAcceptableScriptTagType(node) {	CODE
LOW	tests/integrations/underoutfit_kiwi/standard.html	22	function isAcceptableScriptTagType(node) {	CODE
LOW	tests/integrations/underoutfit/index.html	23	function isAcceptableScriptTagType(node) {	CODE
LOW	tests/integrations/underoutfit/standard.html	23	function isAcceptableScriptTagType(node) {	CODE
LOW	…ions/wistia/assets/external/playPauseLoadingControl.js	299	value: function componentWillReceiveProps(nextProps) {	CODE
LOW	…ions/wistia/assets/external/playPauseLoadingControl.js	921	function PlayPauseLoadingCircleControl(video) {	CODE
LOW	…ions/wistia/assets/external/playPauseLoadingControl.js	1341	var renderNothingForReactMount = function renderNothingForReactMount(reactMount) {	CODE
LOW	…ions/wistia/assets/external/playPauseLoadingControl.js	1364	var startsWithDoubleUnderscore = function startsWithDoubleUnderscore(str) {	CODE
LOW	…ions/wistia/assets/external/playPauseLoadingControl.js	1380	var pickControlDefinitionsWithTypes = function pickControlDefinitionsWithTypes(types) {	CODE
LOW	tests/integrations/wistia/assets/external/airplay.js	580	scriptTagsToRunScriptsInput = function scriptTagsToRunScriptsInput(scriptTags) {	CODE
LOW	…ons/wistia/assets/external/engines/native_hls_video.js	3388	scriptTagsToRunScriptsInput = function scriptTagsToRunScriptsInput(scriptTags) {	CODE
LOW	…wistia/assets/external/engines/manual_quality_video.js	219	closestAssetToTargetWidth = function closestAssetToTargetWidth(simpleVideo) {	CODE
LOW	…wistia/assets/external/engines/manual_quality_video.js	1740	value: function isInitializingFromUnmuted() {	CODE
LOW	…wistia/assets/external/engines/manual_quality_video.js	2552	providesFeedbackOnPlayFailure = function providesFeedbackOnPlayFailure() {	CODE
LOW	…wistia/assets/external/engines/manual_quality_video.js	2698	var setCurrentTimeWithoutCuts = function setCurrentTimeWithoutCuts(simpleVideo, t) {	CODE
LOW	…wistia/assets/external/engines/manual_quality_video.js	2765	var isInitializingFromUnmuted = function isInitializingFromUnmuted(simpleVideo) {	CODE
LOW	…wistia/assets/external/engines/manual_quality_video.js	2949	teardownBeforeChangeVideo = function teardownBeforeChangeVideo(simpleVideo) {	CODE
LOW	…ernal/vulcanV2Player/video/ui_components/Storyboard.js	872	value: function componentWillReceiveProps(nextProps) {	CODE
LOW	…eo/controls/VolumeSliderControl/VolumeSliderControl.js	735	var renderNothingForReactMount = function renderNothingForReactMount(reactMount) {	CODE
LOW	…eo/controls/VolumeSliderControl/VolumeSliderControl.js	758	var startsWithDoubleUnderscore = function startsWithDoubleUnderscore(str) {	CODE
LOW	…eo/controls/VolumeSliderControl/VolumeSliderControl.js	774	var pickControlDefinitionsWithTypes = function pickControlDefinitionsWithTypes(types) {	CODE
LOW	tests/integrations/jquery/jquery.js	8892	function addToPrefiltersOrTransports(structure) {	CODE
LOW	tests/integrations/jquery/jquery.js	8922	function inspectPrefiltersOrTransports(structure, options, originalOptions, jqXHR) {	CODE
LOW	tests/integrations/clarity/clarity.bundle.js	1055	function requestIdleCallbackPolyfill (callback, options) {	CODE
LOW	scripts/utils.ts	8	export function syncCommunicationModulesPlugin(opts: BuildOptions, msgType: MessageType): Plugin {	CODE
LOW	scripts/build-service-worker.ts	49	async function buildSandboxServiceWorker(opts: BuildOptions, msgType: MessageType, debug: boolean) {	CODE
LOW	src/lib/utils.ts	259	export function testIfMustLoadScriptOnMainThread(	CODE
LOW	src/lib/build-modules/sync-send-message-to-main.ts	3	export default function syncSendMessageToMainServiceWorker(	CODE
LOW	src/lib/web-worker/worker-iframe.ts	131	export function replaceScriptWithPartytownScript(text: string): string {	CODE

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	tests/platform/iframe/iframe2.spec.ts	41		COMMENT
LOW	tests/platform/audio/audio.spec.ts	21	// const testCreateElementAudio = page.locator('#testCreateElementAudio');	COMMENT
LOW	…wistia/assets/external/engines/manual_quality_video.js	2641	// CONTEXT	COMMENT
LOW	…eo/controls/VolumeSliderControl/VolumeSliderControl.js	781	}	COMMENT
LOW	tests/integrations/jquery/jquery.js	2701	// Support: IE 11+, Edge 17 - 18+	COMMENT
LOW	tests/integrations/jquery/jquery.js	4221	// 1. No key was specified	COMMENT
LOW	tests/integrations/jquery/jquery.js	5561	// In Chrome, if an element having a focusout handler is blurred by	COMMENT
LOW	tests/integrations/jquery/jquery.js	6701	}	COMMENT
LOW	tests/integrations/jquery/jquery.js	10361	}	COMMENT
LOW	docs/qwik.env.d.ts	1	// This file can be used to add references for global types like `vite/client`.	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/integrations/jquery/jquery.js	7985	jQuery.each(jQuery.expr.match.bool.source.match(/\w+/g), function (_i, name) {	CODE

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…s/integrations/intercom/vendors~app-modern.c7bfd661.js	15113	(e.PLACEHOLDER = 'placeholder'),	CODE
LOW	tests/integrations/clarity/clarity.bundle.js	797	case 'placeholder':	CODE
LOW	tests/integrations/clarity/clarity.bundle.js	817	case 'placeholder':	CODE
LOW	tests/integrations/hubspot/collectedforms.js	3575	var i = e.getAttribute('placeholder') && u(e.getAttribute('placeholder'));	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/integrations/jquery/jquery.js	10618	// understands anonymous AMD modules. A named AMD is safest and most robust	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/src/entry.preview.tsx	7	* Feel free to modify this file, but don't remove it!	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/integrations/jquery/jquery.js	4310	function getData(data) {	CODE

QwikDev/partytown

Open-Source Code Quality, Security and Technical Debt Review