1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-11-01

Last Push

4.1K

Stars

TypeScript

Language

2.7M

Lines of Code

6.3K

Files

2.1K

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 4.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1983 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 125 finding(s).

Agent Over-Engineering Ratio 2.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1428 finding(s).

PR Review Velocity Impact 5.1/100 · LOW

Which changes need focused human review? 2126 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 17HIGH 23MEDIUM 228LOW 1858

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 2126 distinct pattern matches across 19 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 Identifiers1410 hits · 1448 pts

Severity	File	Line	Snippet	Context
LOW	test/unit/karma.conf.ts	498	function testsEntrypointMiddleware(config: any) {	CODE
LOW	test/ai_evals/report/evaluators.ts	313	function calculateStandardDeviation(values: number[]): number {	CODE
LOW	test/ai_evals/report/trajectory-builder.ts	234	function attachToolResultToLastTurn(turns: Turn[], toolName: string, response: unknown): void {	CODE
LOW	test/ai_evals/report/gcs-upload.ts	217	export function uploadTemporaryContentToGCS(content: string, destination: string, contentType?: string): boolean {	CODE
LOW	test/ai_evals/helpers/eval-environment.ts	60	export function formatMissingDependenciesMessage(): string {	CODE
LOW	test/e2e/snippets/snippets.test.ts	47	async function selectFunctionParameterElement(devToolsPage: DevToolsPage) {	CODE
LOW	test/e2e/snippets/snippets.test.ts	59	async function navigateToSourcesAndRunSnippet(devToolsPage: DevToolsPage) {	CODE
LOW	test/e2e/ai_assistance/ai_assistance.test.ts	93	async function enableDebugModeForFreestyler(devtoolsPage: DevToolsPage): Promise<void> {	CODE
LOW	test/e2e/ai_assistance/ai_assistance.test.ts	284	async function openConversationFromHistory(devToolsPage: DevToolsPage, historyEntrySelector: string) {	CODE
LOW⚡	test/e2e/ai_assistance/ai_assistance.test.ts	914	async function assertBlockedByCrossOrigin(devToolsPage: DevToolsPage): Promise<void> {	CODE
LOW⚡	test/e2e/ai_assistance/ai_assistance.test.ts	925	async function resetOriginLockViaNewChat(devToolsPage: DevToolsPage): Promise<void> {	CODE
LOW⚡	test/e2e/ai_assistance/ai_assistance.test.ts	931	async function selectConsoleExecutionContext(devToolsPage: DevToolsPage, contextLabel: string): Promise<void> {	CODE
LOW	test/e2e/ai_assistance/ai_assistance.test.ts	1080	function assertIsFunctionResponsePart(part?: Host.AidaClient.Part):	CODE
LOW	test/e2e/sensors/emulate-hardware-concurrency.test.ts	13	async function waitForChangedConcurrency(	CODE
LOW	test/e2e/host/user-metrics.test.ts	60	async function setupInspectorFrontendHostStub(devToolsPage: DevToolsPage) {	CODE
LOW⚡	test/e2e/host/user-metrics.test.ts	170	async function retrieveRecordedHistogramEvents(devToolsPage: DevToolsPage): Promise<EnumHistogramEvent[]> {	CODE
LOW⚡	test/e2e/host/user-metrics.test.ts	175	async function retrieveRecordedPerformanceHistogramEvents(devToolsPage: DevToolsPage):	CODE
LOW⚡	test/e2e/host/user-metrics.test.ts	183	async function assertHistogramEventsInclude(expected: EnumHistogramEvent[], devToolsPage: DevToolsPage) {	CODE
LOW	test/e2e/host/user-metrics.test.ts	195	async function assertHistogramPerformanceEventsInclude(expected: string[], devToolsPage: DevToolsPage) {	CODE
LOW	test/e2e/inspector/drawer.test.ts	20	async function clickOnContextMenuItemFromTab(tabId: string, menuItemSelector: string, devToolsPage: DevToolsPage) {	CODE
LOW	test/e2e/inspector/drawer.test.ts	25	async function getElementsContentMetrics(devToolsPage: DevToolsPage) {	CODE
LOW	test/e2e/inspector/drawer.test.ts	142	async function prepareNonConsoleDrawerTab(devToolsPage: DevToolsPage) {	CODE
LOW	test/e2e/changes/changes.test.ts	18	async function openChangesPanelAndNavigateTo(	CODE
LOW	test/e2e/emulation/custom-devices.test.ts	63	async function navigateAndOpeDeviceToolbar(devToolsPage: DevToolsPage, inspectedPage: InspectedPage) {	CODE
LOW	test/e2e/resources/memory/event-listeners.html	8	function addEventListenerAndRunTest() {	CODE
LOW	…t/e2e/resources/memory/context-analysis/strict-eval.js	12	'(function discardedStrictEvalDeadReader() {\n' +	CODE
LOW	…t/e2e/resources/memory/context-analysis/direct-eval.js	18	(function discardedSiblingDeadReader() {	CODE
LOW	…ry/context-analysis/module-top-level-await-finished.js	11	(function discardedModuleAwaitFinishedDeadReader() {	CODE
LOW	…ry/context-analysis/module-top-level-await-finished.js	17	globalThis.moduleAwaitFinishedClosure = function moduleAwaitFinishedReader() {	CODE
LOW	…e2e/resources/memory/context-analysis/captured-this.js	8	(function discardedAlwaysDeadReader() {	CODE
LOW	…/e2e/resources/memory/context-analysis/dead-closure.js	8	(function discardedAlwaysDeadReader() {	CODE
LOW	…rces/memory/context-analysis/module-top-level-await.js	13	(function discardedModuleAwaitReader() {	CODE
LOW	…esources/memory/context-analysis/inside-direct-eval.js	5	function makeInsideDirectEvalClosure() {	CODE
LOW	…esources/memory/context-analysis/inside-direct-eval.js	9	' (function discardedInsideEvalDeadReader() {\n' +	CODE
LOW	…e2e/resources/memory/context-analysis/class-private.js	8	function makePrivateMemberInstance() {	CODE
LOW	…e2e/resources/memory/context-analysis/class-private.js	12	(function discardedPrivateOuterDeadReader() {	CODE
LOW	…e/resources/memory/context-analysis/catch-parameter.js	5	function makeCatchParameterClosure() {	CODE
LOW	…/e2e/resources/memory/context-analysis/class-direct.js	5	function makeInstanceFieldInitializerCapture() {	CODE
LOW	…/e2e/resources/memory/context-analysis/class-direct.js	9	(function discardedInstanceInitDead() {	CODE
LOW	…/e2e/resources/memory/context-analysis/class-direct.js	20	function makeStaticFieldInitializerCapture() {	CODE
LOW	test/e2e/resources/memory/context-analysis/parameter.js	15	(function discardedParameterDeadReader() {	CODE
LOW	test/e2e/resources/memory/context-analysis/script.js	14	(function discardedScriptDeadReader() {	CODE
LOW	…/resources/memory/context-analysis/classic-for-loop.js	9	function makeClassicForLoopCallbacks() {	CODE
LOW	test/e2e/resources/memory/context-analysis/block.js	9	(function discardedFunctionDeadReader() {	CODE
LOW	…e/resources/memory/context-analysis/sloppy-eval-let.js	12	'(function discardedSloppyEvalDeadReader() {\n' +	CODE
LOW	test/e2e/resources/memory/context-analysis/module.js	8	(function discardedModuleDeadReader() {	CODE
LOW	…esources/memory/context-analysis/finished-generator.js	9	(function discardedFinishedGeneratorReader() {	CODE
LOW	…2e/resources/memory/context-analysis/generator-body.js	11	(function discardedGeneratorBodyReader() {	CODE
LOW	…e2e/resources/memory/context-analysis/class-methods.js	5	function makeInstanceMethodClosure() {	CODE
LOW	…e2e/resources/memory/context-analysis/class-methods.js	9	(function discardedInstanceMethodDead() {	CODE
LOW	…e2e/resources/memory/context-analysis/class-methods.js	26	(function discardedStaticMethodDead() {	CODE
LOW	test/e2e/resources/memory/context-analysis/generator.js	9	(function discardedGeneratorDeadReader() {	CODE
LOW	…s/memory/context-analysis/class-initializer-context.js	5	function makeInstanceFieldInitializerContext() {	CODE
LOW	…s/memory/context-analysis/class-initializer-context.js	11	(function discardedInstanceInitLocalDead() {	CODE
LOW	…s/memory/context-analysis/class-initializer-context.js	24	function makeStaticFieldInitializerContext() {	CODE
LOW	…s/memory/context-analysis/class-initializer-context.js	30	(function discardedStaticInitLocalDead() {	CODE
LOW	…/resources/memory/context-analysis/module-top-level.js	18	(function discardedModuleTopLevelDeadReader() {	CODE
LOW	…ources/memory/context-analysis/block-variable-inner.js	5	function makeBlockVariableInnerClosure(paramCaptured) {	CODE
LOW	test/e2e/resources/network/websocket.html	4	function shouldSendInfiniteMessages() {	CODE
LOW⚡	…e/resources/sources/stylesheet-source-url-comment.html	16	function addInlineStyleSheetNonRelative()	CODE
1350 more matches not shown…

Modern AI Meta-Vocabulary195 hits · 393 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ont_end/panels/lighthouse/LighthouseController.test.ts	76	// AI-controlled runs intentionally exclude the experimental 'agentic-browsing' category.	COMMENT
MEDIUM	front_end/models/ai_assistance/tools/RunLighthouse.ts	27	// "agentic-browsing" defaults to "navigation" because its WebMCP gatherers only run during navigation.	COMMENT
MEDIUM	front_end/models/ai_assistance/tools/RunLighthouse.ts	54	// The experimental 'agentic-browsing' category is listed separately from the standard categories and restricted	COMMENT
MEDIUM	front_end/third_party/lighthouse/locales/zh.json	606	"message": "结构良好的[无障碍功能树](https://developer.chrome.com/docs/lighthouse/agentic-browsing/accessibility-for-agents)可帮助	CODE
MEDIUM	front_end/third_party/lighthouse/locales/zh.json	642	"message": "如果 llms.txt 文件不符合建议的准则，大语言模型可能无法理解您对网站抓取或模型训练的具体意图。[llms.txt](https://llmstxt.org/) 文件应采用 Markdown 格式，并至	CODE
MEDIUM	front_end/third_party/lighthouse/locales/zh.json	1458	"message": "这些检查可确保网站具备高品质且[适合 AI 智能体浏览](https://goo.gle/lighthouse-agentic-web)，并验证 WebMCP 集成的正确性。此类别仍在开发中，可能会发生变化。	CODE
MEDIUM	front_end/third_party/lighthouse/locales/zh.json	1539	"message": "这些检查可确保网站具备高品质且[适合 AI 智能体浏览](https://goo.gle/lighthouse-agentic-web)，并验证 WebMCP 集成的正确性。此类别仍在开发中，可能会发生变化。	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XL.json	606	"message": "Â ẃêĺl̂-f́ôŕm̂éd̂ [áĉćêśŝíb̂íl̂ít̂ý t̂ŕêé](https://developer.chrome.com/docs/lightho	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XL.json	651	"message": "Îf́ ŷóûŕ l̂ĺm̂ś.t̂x́t̂ f́îĺê d́ôéŝ ńôt́ f̂ól̂ĺôẃ r̂éĉóm̂ḿêńd̂át̂íôńŝ, ĺâ	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XL.json	1470	"message": "T̂h́êśê ćĥéĉḱŝ én̂śûŕê h́îǵĥ-q́ûál̂ít̂ý, [b̂ŕôẃŝáb̂ĺê ẃêb́ŝít̂éŝ f́ôr	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XL.json	1551	"message": "T̂h́êśê ćĥéĉḱŝ én̂śûŕê h́îǵĥ-q́ûál̂ít̂ý, [b̂ŕôẃŝáb̂ĺê ẃêb́ŝít̂éŝ f́ôr	CODE
MEDIUM	front_end/third_party/lighthouse/locales/tr.json	606	"message": "Düzgün biçimlendirilmiş bir [erişilebilirlik ağacı](https://developer.chrome.com/docs/lighthouse/agentic	CODE
MEDIUM	front_end/third_party/lighthouse/locales/tr.json	642	"message": "llms.txt dosyanız önerilere uygun değilse büyük dil modelleri, web sitenizin nasıl taranmasını veya eğit	CODE
MEDIUM	front_end/third_party/lighthouse/locales/tr.json	1458	"message": "Bu kontroller, [yapay zeka ajanları için yüksek kaliteli, göz atılabilir web siteleri](https://goo.gle/l	CODE
MEDIUM	front_end/third_party/lighthouse/locales/tr.json	1539	"message": "Bu kontroller, [yapay zeka ajanları için yüksek kaliteli, göz atılabilir web siteleri](https://goo.gle/l	CODE
MEDIUM	front_end/third_party/lighthouse/locales/sl.json	606	"message": "Dobro oblikovano [drevo za dostopnost](https://developer.chrome.com/docs/lighthouse/agentic-browsing/acc	CODE
MEDIUM	front_end/third_party/lighthouse/locales/sl.json	642	"message": "Če datoteka llms.txt ne upošteva priporočil, veliki jezikovni modeli morda ne bodo razumeli, kako želite	CODE
MEDIUM	front_end/third_party/lighthouse/locales/sl.json	1458	"message": "Ta preverjanja zagotavljajo visokokakovostna [spletna mesta, po katerih lahko brskajo agenti z umetno in	CODE
MEDIUM	front_end/third_party/lighthouse/locales/sl.json	1539	"message": "Ta preverjanja zagotavljajo visokokakovostna [spletna mesta, po katerih lahko brskajo agenti z umetno in	CODE
MEDIUM	front_end/third_party/lighthouse/locales/hu.json	606	"message": "A [kisegítő lehetőségek megfelelően formázott fája](https://developer.chrome.com/docs/lighthouse/agentic	CODE
MEDIUM	front_end/third_party/lighthouse/locales/hu.json	642	"message": "Ha az llms.txt fájl nem követi a javaslatokat, akkor előfordulhat, hogy a nagy nyelvi modellek nem tudjá	CODE
MEDIUM	front_end/third_party/lighthouse/locales/hu.json	1458	"message": "Ezek az ellenőrzések biztosítják az [AI-ügynökök számára a jó minőségű, böngészhető webhelyeket](https:/	CODE
MEDIUM	front_end/third_party/lighthouse/locales/hu.json	1539	"message": "Ezek az ellenőrzések biztosítják az [AI-ügynökök számára a jó minőségű, böngészhető webhelyeket](https:/	CODE
MEDIUM	front_end/third_party/lighthouse/locales/lt.json	606	"message": "Kai [pritaikomumo medžio](https://developer.chrome.com/docs/lighthouse/agentic-browsing/accessibility-fo	CODE
MEDIUM	front_end/third_party/lighthouse/locales/lt.json	642	"message": "Jei failas „llms.txt“ neatitinka rekomendacijų, didelės apimties kalbos modeliai gali nesuprasti, kaip n	CODE
MEDIUM	front_end/third_party/lighthouse/locales/lt.json	1458	"message": "Šios patikros užtikrina aukštos kokybės, [naršomas svetaines DI tarpininkams](https://goo.gle/lighthouse	CODE
MEDIUM	front_end/third_party/lighthouse/locales/lt.json	1539	"message": "Šios patikros užtikrina aukštos kokybės, [naršomas svetaines DI tarpininkams](https://goo.gle/lighthouse	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ar-XB.json	606	"message": "‏‮A‬‏ ‏‮well‬‏-‏‮formed‬‏ [‏‮accessibility‬‏ ‏‮tree‬‏](https://developer.chrome.com/docs/lighthouse/agen	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ar-XB.json	642	"message": "‏‮If‬‏ ‏‮your‬‏ ‏‮llms‬‏.‏‮txt‬‏ ‏‮file‬‏ ‏‮does‬‏ ‏‮not‬‏ ‏‮follow‬‏ ‏‮recommendations‬‏, ‏‮large‬‏ ‏‮l	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ar-XB.json	1458	"message": "‏‮These‬‏ ‏‮checks‬‏ ‏‮ensure‬‏ ‏‮high‬‏-‏‮quality‬‏, [‏‮browsable‬‏ ‏‮websites‬‏ ‏‮for‬‏ ‏‮AI‬‏ ‏‮agent	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ar-XB.json	1539	"message": "‏‮These‬‏ ‏‮checks‬‏ ‏‮ensure‬‏ ‏‮high‬‏-‏‮quality‬‏, [‏‮browsable‬‏ ‏‮websites‬‏ ‏‮for‬‏ ‏‮AI‬‏ ‏‮agent	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XA.json	606	"message": "[Å ŵéļļ-ƒöŕméð ᐅ[ᐊåççéššîбîļîţý ţŕééᐅ](https://developer.chrome.com/docs/lighthouse/agentic-browsing/acc	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XA.json	642	"message": "[Îƒ ýöûŕ ļļmš.ţxţ ƒîļé ðöéš ñöţ ƒöļļöŵ ŕéçömméñðåţîöñš, ļåŕĝé ļåñĝûåĝé möðéļš måý ñöţ бé åбļé ţö ûñðéŕšţ	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XA.json	1458	"message": "[Ţĥéšé çĥéçķš éñšûŕé ĥîĝĥ-qûåļîţý, ᐅ[ᐊбŕöŵšåбļé ŵéбšîţéš ƒöŕ ÅÎ åĝéñţšᐅ](https://goo.gle/lighthouse-agen	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-XA.json	1539	"message": "[Ţĥéšé çĥéçķš éñšûŕé ĥîĝĥ-qûåļîţý, ᐅ[ᐊбŕöŵšåбļé ŵéбšîţéš ƒöŕ ÅÎ åĝéñţšᐅ](https://goo.gle/lighthouse-agen	CODE
MEDIUM	front_end/third_party/lighthouse/locales/nl.json	606	"message": "Met een [toegankelijkheidsstructuur](https://developer.chrome.com/docs/lighthouse/agentic-browsing/acces	CODE
MEDIUM	front_end/third_party/lighthouse/locales/nl.json	642	"message": "Als je llms.txt-bestand niet de aanbevelingen volgt, begrijpen grote taalmodellen misschien niet hoe je	CODE
MEDIUM	front_end/third_party/lighthouse/locales/nl.json	1458	"message": "Deze checks zorgen voor [websites van hoge kwaliteit die AI-agents kunnen doorzoeken](https://goo.gle/li	CODE
MEDIUM	front_end/third_party/lighthouse/locales/nl.json	1539	"message": "Deze checks zorgen voor [websites van hoge kwaliteit die AI-agents kunnen doorzoeken](https://goo.gle/li	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ja.json	606	"message": "適切な形式の[ユーザー補助ツリー](https://developer.chrome.com/docs/lighthouse/agentic-browsing/accessibility-for-agents	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ja.json	642	"message": "llms.txt ファイルが推奨事項に準拠していない場合、大規模言語モデルにウェブサイトのクロールやトレーニングへの使用について指示できない可能性があります。[llms.txt](https://llmstx	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ja.json	1458	"message": "これらのチェックを行うことで、[AI エージェントによるブラウジングが可能な質の高いウェブサイト](https://goo.gle/lighthouse-agentic-web)であるかどうかと、WebMCP	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ja.json	1539	"message": "これらのチェックを行うことで、[AI エージェントによるブラウジングが可能な質の高いウェブサイト](https://goo.gle/lighthouse-agentic-web)であるかどうかと、WebMCP	CODE
MEDIUM	front_end/third_party/lighthouse/locales/de.json	606	"message": "Ein gut strukturierter Baum für [Barrierefreiheit](https://developer.chrome.com/docs/lighthouse/agentic-	CODE
MEDIUM	front_end/third_party/lighthouse/locales/de.json	642	"message": "Wenn deine llms.txt-Datei nicht den Empfehlungen entspricht, können Large Language Models möglicherweise	CODE
MEDIUM	front_end/third_party/lighthouse/locales/de.json	1458	"message": "Diese Prüfungen helfen dabei, [hochwertige, durchsuchbare Websites für KI-Agenten](https://goo.gle/light	CODE
MEDIUM	front_end/third_party/lighthouse/locales/de.json	1539	"message": "Diese Prüfungen helfen dabei, [hochwertige, durchsuchbare Websites für KI-Agenten](https://goo.gle/light	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ru.json	606	"message": "Корректно сформированное [дерево доступности](https://developer.chrome.com/docs/lighthouse/agentic-brows	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ru.json	642	"message": "Если файл llms.txt не соответствует рекомендациям, большие языковые модели могут не распознать ваши инст	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ru.json	1458	"message": "Эти проверки гарантируют высокое качество [сайтов для ИИ-агентов](https://goo.gle/lighthouse-agentic-web	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ru.json	1539	"message": "Эти проверки гарантируют высокое качество [сайтов для ИИ-агентов](https://goo.gle/lighthouse-agentic-web	CODE
MEDIUM	front_end/third_party/lighthouse/locales/pl.json	606	"message": "Prawidłowe [drzewo ułatwień dostępu](https://developer.chrome.com/docs/lighthouse/agentic-browsing/acces	CODE
MEDIUM	front_end/third_party/lighthouse/locales/pl.json	642	"message": "Jeśli plik llms.txt nie jest zgodny z zaleceniami, duże modele językowe (LLM-y) mogą nie wiedzieć, jak m	CODE
MEDIUM	front_end/third_party/lighthouse/locales/pl.json	1458	"message": "Te kontrole zapewniają wysoką jakość [witryn, które mogą przeglądać agenty AI](https://goo.gle/lighthous	CODE
MEDIUM	front_end/third_party/lighthouse/locales/pl.json	1539	"message": "Te kontrole zapewniają wysoką jakość [witryn, które mogą przeglądać agenty AI](https://goo.gle/lighthous	CODE
MEDIUM	front_end/third_party/lighthouse/locales/uk.json	606	"message": "Завдяки правильній структурі [дерева доступності](https://developer.chrome.com/docs/lighthouse/agentic-b	CODE
MEDIUM	front_end/third_party/lighthouse/locales/uk.json	642	"message": "Якщо файл llms.txt не відповідає рекомендаціям, великі мовні моделі можуть не розуміти, як сканувати ваш	CODE
MEDIUM	front_end/third_party/lighthouse/locales/uk.json	1458	"message": "Ці перевірки забезпечують високу якість вебсайтів і їх доступність для агентів на основі ШІ, а також під	CODE
MEDIUM	front_end/third_party/lighthouse/locales/uk.json	1539	"message": "Ці перевірки забезпечують високу якість вебсайтів і їх доступність для агентів на основі ШІ, а також під	CODE
MEDIUM	front_end/third_party/lighthouse/locales/fi.json	606	"message": "Hyvin muotoiltu [saavutettavuuspuu](https://developer.chrome.com/docs/lighthouse/agentic-browsing/access	CODE
135 more matches not shown…

Over-Commented Block273 hits · 272 pts

Severity	File	Line	Snippet	Context
LOW	test/shared/README.md	1	# Helpers README	COMMENT
LOW	test/ai_evals/ai-eval-state-provider.ts	101	/**	COMMENT
LOW	…/resources/memory/context-analysis/classic-for-loop.js	21	// Calling a callback compiles it, which gives it a ScopeInfo of its own whose `outer_scope_info`	COMMENT
LOW	test/e2e/resources/network/search-result-3.js	1	// Copyright 2025 The Chromium Authors	COMMENT
LOW	test/e2e/resources/network/search-result-2.js	1	// Copyright 2025 The Chromium Authors	COMMENT
LOW	test/e2e/resources/network/search-result-1.js	1	// Copyright 2025 The Chromium Authors	COMMENT
LOW	test/e2e/resources/search/search.js	21		COMMENT
LOW	test/e2e/resources/sources/minified-errors.js	1	// Copyright 2022 The Chromium Authors	COMMENT
LOW	test/e2e/resources/lighthouse/sw.js	1	// Used to verify that a service worker is/isn't registered.	COMMENT
LOW	test/e2e/elements/style-pane-properties.test.ts	821	// 1. Inline styles from the style attribute	COMMENT
LOW	test/e2e/lighthouse/navigation.test.ts	241	} catch (e) {	COMMENT
LOW	test/e2e/console/console-repl-mode.test.ts	21	// typing, we need to:	COMMENT
LOW	inspector_overlay/highlight_flex_common.ts	341		COMMENT
LOW	extensions/cxx_debugging/tests/LLDBEvalExtensions.h	1	// Copyright 2023 The Chromium Authors	COMMENT
LOW	…debugging/third_party/lit-html/directives/class-map.js	101	//# sourceMappingURL=class-map.js.map	COMMENT
LOW	…ng/third_party/lit-html/directives/template-content.js	41	//# sourceMappingURL=template-content.js.map	COMMENT
LOW	…ugging/third_party/lit-html/directives/async-append.js	61	}	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	121	// each, and we build up the new list of parts by updating	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	141	// part 0 in-place (no need to move it) and record part 0 in	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	161	// newKeys: [0, 2, 1, 4, 3, 7, 6] and advance both oldTail	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	181	// oldKeys: [0, 1, 2, 3, 4, 5, 6]	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	201	// skip that old part on future iterations.	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	221	// continue...	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	241	// newParts), so advance `oldHead`.	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	261	// newKeys: [0, 2, 1, 4, 3, 7, 6] head: update & move 4,	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	281	// * Example below: `oldHead` exceeded `oldTail`, so we're done	COMMENT
LOW	…xx_debugging/third_party/lit-html/directives/repeat.js	301	// and only move those not in the LIS set. However that costs	COMMENT
LOW	…ebugging/third_party/lit-html/directives/unsafe-svg.js	61	//# sourceMappingURL=unsafe-svg.js.map	COMMENT
LOW	…_debugging/third_party/lit-html/lib/template-result.js	41	/**	COMMENT
LOW	…_debugging/third_party/lit-html/lib/template-result.js	61	// close the comment.	COMMENT
LOW	…ebugging/third_party/lit-html/lib/template-instance.js	41	_clone() {	COMMENT
LOW	…ebugging/third_party/lit-html/lib/template-instance.js	61	//	COMMENT
LOW	…cxx_debugging/third_party/lit-html/lib/shady-render.js	121	// styles via `prepareAdoptedCssText` since that requires that	COMMENT
LOW	…cxx_debugging/third_party/lit-html/lib/shady-render.js	241	const hasRendered = parts.has(container);	COMMENT
LOW	…nsions/cxx_debugging/third_party/lit-html/lib/parts.js	261	else {	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	141	// Overview of O(n) reconciliation algorithm (general approach	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	161	// * Iterate old & new lists from both sides, updating,	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	181	// advance the `oldTail` and `oldHead` pointers.	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	201	// * Example below: The key at `oldTail` was removed (no longer	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	221	// `oldKeyToIndexMap`, and move that old part's DOM into the	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	241	// pointer are old parts, and to the right of the tail	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	261	// marked with null, so we always advance old pointers over	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	281	// Last, advance `oldTail` and `newHead` pointers.	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	301	// * Once the new or old pointers move past each other then all	COMMENT
LOW	…ebugging/third_party/lit-html/src/directives/repeat.ts	321	// remaining clauses is is just a simple guess at which cases	COMMENT
LOW	…ng/third_party/lit-html/src/directives/async-append.ts	61	if (i === 0) {	COMMENT
LOW	…ns/cxx_debugging/third_party/lit-html/src/lib/parts.ts	61	protected _createPart(): AttributePart {	COMMENT
LOW	…ugging/third_party/lit-html/src/lib/template-result.ts	61	let html = '';	COMMENT
LOW	…ugging/third_party/lit-html/src/lib/template-result.ts	81	// whether a binding is inside a comment, and if not, if it appears to be	COMMENT
LOW	…ging/third_party/lit-html/src/lib/template-instance.ts	61	// 5. Update - set node, attribute, property, etc., values	COMMENT
LOW	…ging/third_party/lit-html/src/lib/template-instance.ts	81	// that don't strictly adhere to the no-modification rule because shadow	COMMENT
LOW	…debugging/third_party/lit-html/src/lib/shady-render.ts	141	// `prepareTemplateStyles` is called.	COMMENT
LOW	…debugging/third_party/lit-html/src/lib/shady-render.ts	281	// When performing first scope render,	COMMENT
LOW	extensions/cxx_debugging/lib/ApiContext.h	1	// Copyright 2023 The Chromium Authors	COMMENT
LOW	extensions/cxx_debugging/lib/WasmVendorPlugins.h	1	// Copyright 2023 The Chromium Authors	COMMENT
LOW	extensions/cxx_debugging/lib/api.h	1	// Copyright 2023 The Chromium Authors	COMMENT
LOW	extensions/cxx_debugging/lib/WasmModule.h	1	// Copyright 2023 The Chromium Authors	COMMENT
LOW	third_party/pyjson5/src/setup.py	1	# Copyright 2015 Google Inc. All rights reserved.	COMMENT
LOW	third_party/pyjson5/src/benchmarks/run.py	1	#!/usr/bin/env python3	COMMENT
LOW	third_party/pyjson5/src/json5/version.py	1	# Copyright 2014 Google Inc. All rights reserved.	COMMENT
213 more matches not shown…

Hallucination Indicators17 hits · 175 pts

Severity	File	Line	Snippet	Context
CRITICAL	test/e2e/extensions/can-reveal-requests.test.ts	22	await extension.evaluate(() => window.chrome.devtools.panels.network.show());	CODE
CRITICAL	test/e2e/extensions/can-reveal-requests.test.ts	31	await extension.evaluate(() => window.chrome.devtools.panels.network.show({filter: 'foobar'}));	CODE
CRITICAL	…_test_runner/sources_test_runner/DebuggerTestRunner.js	664	breakpoint = Main.MainImpl.MainImpl.universeForTest.eventBreakpointsManager.resolveEventListenerBreakpoint(auxData);	CODE
CRITICAL	front_end/panels/sources/NavigatorView.ts	1915	UI.TreeOutline.TreeElement.prototype.selectOnMouseDown.call(treeElement, event);	CODE
CRITICAL	…nt_end/models/ai_assistance/agents/PerformanceAgent.ts	377	const request = focus.parsedTrace.data.NetworkRequests.byTime.find(request => request.args.data.url === urlText);	CODE
CRITICAL	…nt_end/models/trace/handlers/NetworkRequestsHandler.ts	288	const lrSizeHeader = request.receiveResponse.args.data.headers.find(h => h.name === 'X-TotalFetchedSize');	CODE
CRITICAL	…nt_end/models/trace/handlers/NetworkRequestsHandler.ts	297	const isH2 = request.receiveResponse.args.data.headers.some(h => h.name === 'X-ProtocolIsH2');	CODE
CRITICAL	…nt_end/models/trace/handlers/NetworkRequestsHandler.ts	356	const TCPMsHeader = request.receiveResponse.args.data.headers.find(h => h.name === 'X-TCPMs');	CODE
CRITICAL	…nt_end/models/trace/handlers/NetworkRequestsHandler.ts	372	const ResponseMsHeader = request.receiveResponse.args.data.headers.find(h => h.name === 'X-ResponseMs');	CODE
CRITICAL	…t_end/third_party/codemirror/package/lib/codemirror.js	8872	return this.cm.display.wrapper.ownerDocument.getSelection()	CODE
CRITICAL	…y/codemirror/package/src/input/ContentEditableInput.js	134	return this.cm.display.wrapper.ownerDocument.getSelection()	CODE
CRITICAL⚡	…nt_end/third_party/codemirror.next/chunk/codemirror.js	1	const t=1024;let e=0,i=class{constructor(t,e){this.from=t,this.to=e}};class n{constructor(t={}){this.id=e++,this.perNode	CODE
CRITICAL	front_end/third_party/marked/package/lib/marked.esm.js	57	`+r.text,this.inlineQueue.pop(),this.inlineQueue.at(-1).src=o.text):t.push(r);continue}if(e){this.infiniteLoopError(e.ch	CODE
CRITICAL	front_end/third_party/marked/package/lib/marked.umd.js	57	`+r.text,this.inlineQueue.pop(),this.inlineQueue.at(-1).src=o.text):t.push(r);continue}if(e){this.infiniteLoopError(e.ch	CODE
CRITICAL	front_end/third_party/axe-core/axe.js	10848	if (axe.commons.text.autocomplete.stateTerms.includes(purposeTerm)) {	CODE
CRITICAL	front_end/third_party/axe-core/axe.min.js	12	!function e(window){var a=window,document=window.document;function S(e){return(S="function"==typeof Symbol&&"symbol"==ty	CODE
CRITICAL	…eap_snapshot_worker/heap_snapshot_worker-entrypoint.ts	9	Platform.HostRuntime.HOST_RUNTIME.workerScope.postMessage.bind(Platform.HostRuntime.HOST_RUNTIME.workerScope));	CODE

Cross-Language Confusion (JS/TS)16 hits · 100 pts

Severity	File	Line	Snippet	Context
HIGH⚡	…test_runner/elements_test_runner/ElementsTestRunner.js	1061	print(children[i], newPrefix, depth - 1);	CODE
HIGH⚡	…test_runner/elements_test_runner/ElementsTestRunner.js	1063	print(children[i], prefix, depth);	CODE
HIGH⚡	…test_runner/elements_test_runner/ElementsTestRunner.js	1070	print((rootNode ? treeOutline.findTreeElement(rootNode) : treeOutline.rootElement()), '', depth \|\| 10000);	CODE
HIGH	…r/package/lib/puppeteer/bidi/core/BrowsingContext.d.ts	106	print(options?: PrintOptions): Promise<string>;	CODE
HIGH	front_end/third_party/csp_evaluator/package/csp.ts	313	* @return True if directive is a valid CSP directive.	COMMENT
HIGH	front_end/third_party/csp_evaluator/package/csp.ts	323	* @return True if keyword is a valid CSP keyword.	COMMENT
HIGH	front_end/third_party/csp_evaluator/package/csp.ts	335	* @return True if urlScheme has a valid scheme.	COMMENT
HIGH	front_end/third_party/csp_evaluator/package/csp.ts	359	* @return True if nonce is has a valid CSP nonce.	COMMENT
HIGH	front_end/third_party/csp_evaluator/package/csp.ts	383	* @return True if hash is has a valid CSP hash.	COMMENT
HIGH	…trypoints/formatter_worker/JavaScriptFormatter.test.ts	81	print(\'infinity\');	CODE
HIGH	…trypoints/formatter_worker/JavaScriptFormatter.test.ts	153	print(a);	CODE
HIGH	…trypoints/formatter_worker/JavaScriptFormatter.test.ts	154	print(b);	CODE
HIGH	…trypoints/formatter_worker/JavaScriptFormatter.test.ts	196	print(key);	CODE
HIGH	…trypoints/formatter_worker/JavaScriptFormatter.test.ts	198	print(value);	CODE
HIGH	…trypoints/formatter_worker/JavaScriptFormatter.test.ts	307	print(1);	CODE
HIGH	…trypoints/formatter_worker/JavaScriptFormatter.test.ts	308	print(2);	CODE

Fake / Example Data83 hits · 87 pts

Severity	File	Line	Snippet	Context
LOW⚡	test/e2e/ai_assistance/ai_assistance.test.ts	918	(el, expected) => el.getAttribute('placeholder') === expected,	CODE
LOW	test/e2e/resources/sources/scroll-into-view.js	2	/* Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	COMMENT
LOW	test/e2e/resources/sources/scroll-into-view.js	2	/* Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	COMMENT
LOW	…ipts/eslint_rules/lib/no-imperative-dom-api/toolbar.ts	107	key: 'placeholder',	CODE
LOW	…ipts/eslint_rules/lib/no-imperative-dom-api/dom-api.ts	25	'alt', 'draggable', 'height', 'hidden', 'href', 'id', 'name', 'placeholder', 'rel', 'role',	CODE
LOW	front_end/ui/legacy/Toolbar.ts	814	const placeholder = this.getAttribute('placeholder') \|\| '';	CODE
LOW	front_end/ui/legacy/Toolbar.test.ts	116	const input = new UI.Toolbar.ToolbarInput('placeholder');	CODE
LOW	front_end/ui/legacy/Toolbar.test.ts	127	const input = new UI.Toolbar.ToolbarInput('placeholder');	CODE
LOW	front_end/ui/legacy/Toolbar.test.ts	278	const item = new UI.Toolbar.ToolbarInput('placeholder');	CODE
LOW	front_end/ui/legacy/SearchableView.test.ts	89	describe('placeholder', () => {	CODE
LOW	front_end/ui/legacy/TextPrompt.ts	72	['editing', 'completions', 'placeholder', 'cancel-on-blur', 'render-as-block'];	CODE
LOW	front_end/ui/legacy/TextPrompt.ts	217	const truncatedTextPlaceholder = this.getAttribute('placeholder');	CODE
LOW	…_end/ui/legacy/components/data_grid/DataGridElement.ts	406	.filter(node => node.querySelector('td') && !hasBooleanAttribute(node, 'placeholder'));	CODE
LOW	…_end/ui/legacy/components/data_grid/DataGridElement.ts	620	this.isCreationNode = hasBooleanAttribute(this.#configElement, 'placeholder');	CODE
LOW	…t_end/ui/components/markdown_view/MarkdownView.docs.ts	47	Lorem ipsum dolor sit amet, ![icon](gear) consectetur adipiscing elit. [Phasellus tristique](test-link) metus velit, a	CODE
LOW	…t_end/ui/components/markdown_view/MarkdownView.docs.ts	47	Lorem ipsum dolor sit amet, ![icon](gear) consectetur adipiscing elit. [Phasellus tristique](test-link) metus velit, a	CODE
LOW	…s/markdown_view/MarkdownPlaceholderLitRenderer.test.ts	23	assert.isFalse(baseParagraph.tokens?.some(t => t.type === 'placeholder'));	CODE
LOW	…s/markdown_view/MarkdownPlaceholderLitRenderer.test.ts	41	placeholderParagraph.tokens?.some(t => t.type === 'placeholder'),	CODE
LOW	…onents/markdown_view/MarkdownPlaceholderLitRenderer.ts	38	if ((token as Marked.Marked.Token).type === 'placeholder') {	CODE
LOW	…_end/ui/components/suggestion_input/SuggestionInput.ts	38	return ['disabled', 'placeholder'];	CODE
LOW	front_end/core/text_utils/Markdown.test.ts	21	(t): t is TextUtils.Markdown.PlaceholderToken => t.type === 'placeholder',	CODE
LOW	front_end/core/text_utils/Markdown.ts	8	type: 'placeholder';	CODE
LOW	front_end/core/text_utils/Markdown.ts	17	name: 'placeholder',	CODE
LOW	front_end/core/text_utils/Markdown.ts	28	type: 'placeholder',	CODE
LOW	front_end/core/common/Console.test.ts	50	console.log('Lorem Ipsum');	CODE
LOW	front_end/core/common/Console.test.ts	61	console.warn('Lorem Ipsum');	CODE
LOW	front_end/core/common/Console.test.ts	72	console.error('Lorem Ipsum');	CODE
LOW	…d/panels/browser_debugger/DOMBreakpointsSidebarPane.ts	172	`<div class="placeholder">	CODE
LOW⚡	front_end/panels/settings/BackendLinkingSettingsTab.ts	229	<dt class="placeholder">${'${devtoolsDebugId}'}</dt>	CODE
LOW⚡	front_end/panels/settings/BackendLinkingSettingsTab.ts	232	<dt class="placeholder">${'${requestId}'}</dt>	CODE
LOW⚡	front_end/panels/settings/BackendLinkingSettingsTab.ts	235	<dt class="placeholder">${'${correlationId}'}</dt>	CODE
LOW⚡	front_end/panels/settings/BackendLinkingSettingsTab.ts	238	<dt class="placeholder">${'${traceId}'}</dt>	CODE
LOW⚡	front_end/panels/settings/BackendLinkingSettingsTab.ts	241	<dt class="placeholder">${'${spanId}'}</dt>	CODE
LOW	front_end/panels/network/RequestHeadersView.test.ts	370	const loremIpsum = `Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	front_end/panels/network/RequestHeadersView.test.ts	370	const loremIpsum = `Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	front_end/panels/elements/DOMTreeWidget.test.ts	6481	nodeValue: 'Lorem ipsum dolor sit amet',	CODE
LOW	front_end/panels/elements/DOMTreeWidget.test.ts	6481	nodeValue: 'Lorem ipsum dolor sit amet',	CODE
LOW	front_end/panels/elements/DOMTreeWidget.test.ts	6499	'Lorem ipsum dolor sit amet');	CODE
LOW	front_end/panels/elements/DOMTreeWidget.test.ts	6499	'Lorem ipsum dolor sit amet');	CODE
LOW	front_end/panels/elements/PropertyRenderer.ts	389	if ('placeholder' in result) {	CODE
LOW	front_end/panels/sources/SourcesNavigator.ts	294	slot="placeholder"	CODE
LOW	front_end/panels/sources/SourcesNavigator.ts	420	slot="placeholder"	CODE
LOW	front_end/panels/sources/SourcesNavigator.ts	549	slot="placeholder"	CODE
LOW	front_end/panels/sources/SourcesNavigator.ts	622	slot="placeholder"	CODE
LOW	front_end/panels/sources/NavigatorView.test.ts	472	placeholder.element.slot = 'placeholder';	CODE
LOW	front_end/panels/sources/NavigatorView.test.ts	476	const placeholderSlot = navigatorView.contentElement.querySelector('slot[name="placeholder"]');	CODE
LOW	front_end/panels/sources/NavigatorView.ts	204	<slot name="placeholder"></slot>	CODE
LOW	…pplication/preloading/components/RuleSetDetailsView.ts	62	<div class="placeholder">	CODE
LOW	front_end/models/ai_assistance/AiHistoryStorage.test.ts	166	id: `dummy-id-${i}`,	CODE
LOW⚡	…ls/ai_assistance/data_formatters/FileFormatter.test.ts	70	content: 'lorem ipsum',	CODE
LOW⚡	…ls/ai_assistance/data_formatters/FileFormatter.test.ts	77	lorem ipsum	CODE
LOW⚡	…ls/ai_assistance/data_formatters/FileFormatter.test.ts	87	content: 'lorem ipsum',	CODE
LOW	…ls/ai_assistance/data_formatters/FileFormatter.test.ts	103	lorem ipsum	CODE
LOW	…models/issues_manager/MarkdownIssueDescription.test.ts	66	assert.isTrue(tokens.some(t => t.type === 'placeholder'));	CODE
LOW⚡	front_end/models/badges/UserBadges.test.ts	101	mockGetSyncInformation(inspectorFrontendHost, {accountEmail: 'test@test.com', isSyncActive: false});	CODE
LOW	front_end/models/badges/UserBadges.test.ts	248	mockGetSyncInformation(inspectorFrontendHost, {accountEmail: 'test@test.com', isSyncActive: false});	CODE
LOW	front_end/models/badges/UserBadges.test.ts	268	mockGetSyncInformation(inspectorFrontendHost, {accountEmail: 'test@test.com', isSyncActive: false});	CODE
LOW	front_end/models/badges/UserBadges.test.ts	290	mockGetSyncInformation(inspectorFrontendHost, {accountEmail: 'test@test.com', isSyncActive: false});	CODE
LOW	front_end/models/badges/UserBadges.test.ts	339	mockGetSyncInformation(inspectorFrontendHost, {accountEmail: 'test@test.com', isSyncActive: false});	CODE
LOW	front_end/models/badges/UserBadges.test.ts	362	mockGetSyncInformation(inspectorFrontendHost, {accountEmail: 'test@test.com', isSyncActive: false});	CODE
23 more matches not shown…

AI Slop Vocabulary21 hits · 49 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/test_harness.py	16	# The goal of this test is to verify e2e behavior of our test harness w.r.t how	COMMENT
MEDIUM	scripts/tools/get_cl_test_results.py	107	"""Formats a comprehensive plain-text failure log from a ResultDB test result."""	STRING
MEDIUM	scripts/eslint_rules/lib/no-commented-out-import.ts	31	// More robust checking could involve parsing, but this matches the original logic.	COMMENT
MEDIUM	front_end/core/common/Base64.ts	74	// slice instead, we leverage the sliced string optimization in V8 and avoid	COMMENT
MEDIUM	front_end/panels/elements/StylePropertyTreeElement.ts	4077	// These referencing logic needs to be updated to be more robust.	COMMENT
MEDIUM	front_end/models/trace/helpers/Trace.ts	646	// we are robust against future trace events also doing this.	COMMENT
MEDIUM	front_end/models/trace/helpers/Trace.ts	647	// This check seems very robust, but it also helps satisfy TypeScript and	COMMENT
MEDIUM	front_end/third_party/codemirror.next/chunk/html.js	4	const b={area:!0,base:!0,br:!0,col:!0,command:!0,embed:!0,frame:!0,hr:!0,img:!0,input:!0,keygen:!0,link:!0,meta:!0,param	CODE
MEDIUM⚡	…nt_end/third_party/codemirror.next/chunk/codemirror.js	1	const t=1024;let e=0,i=class{constructor(t,e){this.from=t,this.to=e}};class n{constructor(t={}){this.id=e++,this.perNode	CODE
MEDIUM⚡	…nt_end/third_party/codemirror.next/chunk/codemirror.js	1	const t=1024;let e=0,i=class{constructor(t,e){this.from=t,this.to=e}};class n{constructor(t={}){this.id=e++,this.perNode	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ar-XB.json	3204	"message": "‏‮Use‬‏ [‏‮Ezoic‬‏ ‏‮Leap‬‏](https://pubdash.ezoic.com/leap) ‏‮and‬‏ ‏‮enable‬‏ `Optimize Fonts` ‏‮to‬‏	CODE
MEDIUM	front_end/third_party/lighthouse/locales/ar-XB.json	3321	"message": "‏‮Consider‬‏ ‏‮searching‬‏ ‏‮the‬‏ [‏‮Magento‬‏ ‏‮Marketplace‬‏](https://marketplace.magento.com/catalog	CODE
MEDIUM	front_end/third_party/lighthouse/locales/fil.json	3438	"message": "[Palitan ang mga animated na GIF ng video](https://web.dev/replace-gifs-with-videos/) para sa mas mabibi	CODE
MEDIUM	front_end/third_party/lighthouse/locales/pt-PT.json	3552	"message": "Carregue imagens diretamente a partir da [biblioteca de multimédia](https://wordpress.org/support/articl	CODE
MEDIUM	front_end/third_party/lighthouse/locales/hi.json	3438	"message": "वेब पेजों को तेज़ी से लोड करने के लिए, [ऐनिमेट किए गए GIF की जगह वीडियो का इस्तेमाल करें](https://web.de	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-US.json	3219	"message": "Use [Ezoic Leap](https://pubdash.ezoic.com/leap) and enable `Optimize Fonts` to automatically leverage t	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-US.json	3336	"message": "Consider searching the [Magento Marketplace](https://marketplace.magento.com/catalogsearch/result/?q=web	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-US.json	3453	"message": "[Replace animated GIFs with video](https://web.dev/replace-gifs-with-videos/) for faster web page loads	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-GB.json	3204	"message": "Use [Ezoic Leap](https://pubdash.ezoic.com/leap) and enable `Optimize Fonts` to automatically leverage t	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-GB.json	3321	"message": "Consider searching the [Magento Marketplace](https://marketplace.magento.com/catalogsearch/result/?q=web	CODE
MEDIUM	front_end/third_party/lighthouse/locales/en-GB.json	3438	"message": "[Replace animated GIFs with video](https://web.dev/replace-gifs-with-videos/) for faster web page loads,	CODE

Structural Annotation Overuse28 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/write-ai-eval-test/SKILL.md	19	### Step 1: Read Only Required Metadata & `BUILD.gn` in One Parallel Turn	COMMENT
LOW	.agents/skills/write-ai-eval-test/SKILL.md	38	### Step 2: Write Test and Update `BUILD.gn` in One Parallel Turn	COMMENT
LOW	.agents/skills/devtools-setting-migration/SKILL.md	42	### Step 1: Locate Existing Registration & Analyze Use-Sites	COMMENT
LOW	.agents/skills/devtools-setting-migration/SKILL.md	52	### Step 2: Extract & Define `SettingDescriptor` in the Lowest Layer	COMMENT
LOW	.agents/skills/devtools-setting-migration/SKILL.md	87	### Step 3: Move UI Registration to a Higher-Level `-meta.ts` File	COMMENT
LOW	.agents/skills/devtools-setting-migration/SKILL.md	119	### Step 4: Update Call Sites (`moduleSetting` to `resolve`)	COMMENT
LOW	.agents/skills/devtools-setting-migration/SKILL.md	136	### Step 5: Update `BUILD.gn` Files and Module Entrypoints	COMMENT
LOW	.agents/skills/devtools-setting-migration/SKILL.md	145	### Step 6: Verify Changes	COMMENT
LOW	docs/contributing/settings-experiments-features.md	81	#### Step 1: Create an Experiment in the DevTools repository	COMMENT
LOW	docs/contributing/settings-experiments-features.md	117	#### Step 2: Update UI bindings to allow toggling the experiment from the DevTools UI	COMMENT
LOW	docs/contributing/settings-experiments-features.md	137	#### Step 3: Add the experiment to enums.xml in the Chromium repository	COMMENT
LOW	front_end/ui/comments/CommentAnchorResolver.ts	661	// Step 1: Primary domain ID fast-path (shadow-piercing data attribute query)	COMMENT
LOW	front_end/ui/comments/CommentAnchorResolver.ts	688	// Step 2: VE path and deepTextContent fallback (for non-ID controls and console logs)	COMMENT
LOW	front_end/ui/comments/CommentAnchorResolver.ts	736	// Step 3: Single-Element Canonicalization (return the first matching node in document order)	COMMENT
LOW⚡	front_end/core/platform/StringUtilities.ts	835	// Step 1: Prefix formula-like text with `'` so spreadsheets render it as literal text.	COMMENT
LOW⚡	front_end/core/platform/StringUtilities.ts	838	// Step 2: Apply double-quoting if the cell contains quotes, any common	COMMENT
LOW	front_end/core/common/README.md	63	### Step 1: Define the Object to be Revealed	COMMENT
LOW	front_end/core/common/README.md	77	### Step 2: Implement the `Revealer` Interface in Your UI Panel	COMMENT
LOW	front_end/core/common/README.md	105	### Step 3: Register Your Panel as a `Revealer`	COMMENT
LOW	front_end/core/common/README.md	146	### Step 4: Trigger the Reveal from Anywhere	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2095	// Step 1: Generate an editable fetch command that retains forbidden headers as comments.	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2098	// Step 2: Prepend 'await' unless already present	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2114	// Step 3: Show the console drawer (without switching away from network panel)	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2118	// Step 4: Log console message with link to original request	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2121	// Step 5: Inject fetch command into console prompt	COMMENT
LOW	front_end/panels/elements/StylesSidebarPane.test.ts	4410	// Step 1: Both .target:focus and .target are active	COMMENT
LOW	…nt_end/models/ai_assistance/agents/PerformanceAgent.ts	92	### Step 1: Determine a performance problem to investigate	COMMENT
LOW	…nt_end/models/ai_assistance/agents/PerformanceAgent.ts	105	### Step 2: Suggest solutions	COMMENT

Verbosity Indicators21 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW	front_end/ui/comments/CommentAnchorResolver.ts	661	// Step 1: Primary domain ID fast-path (shadow-piercing data attribute query)	COMMENT
LOW	front_end/ui/comments/CommentAnchorResolver.ts	688	// Step 2: VE path and deepTextContent fallback (for non-ID controls and console logs)	COMMENT
LOW	front_end/ui/comments/CommentAnchorResolver.ts	736	// Step 3: Single-Element Canonicalization (return the first matching node in document order)	COMMENT
LOW	front_end/ui/legacy/components/perf_ui/FlameChart.ts	933	// Each time the entry highlight is updated, we need to check if the mouse is hovering over a	COMMENT
LOW	front_end/ui/legacy/components/perf_ui/FlameChart.ts	3892	// If this level not belong to any group, it is always shown, otherwise we need to check if it is visible.	COMMENT
LOW⚡	front_end/core/platform/StringUtilities.ts	835	// Step 1: Prefix formula-like text with `'` so spreadsheets render it as literal text.	COMMENT
LOW⚡	front_end/core/platform/StringUtilities.ts	838	// Step 2: Apply double-quoting if the cell contains quotes, any common	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2095	// Step 1: Generate an editable fetch command that retains forbidden headers as comments.	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2098	// Step 2: Prepend 'await' unless already present	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2114	// Step 3: Show the console drawer (without switching away from network panel)	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2118	// Step 4: Log console message with link to original request	COMMENT
LOW⚡	front_end/panels/network/NetworkLogView.ts	2121	// Step 5: Inject fetch command into console prompt	COMMENT
LOW	front_end/panels/elements/StylesSidebarPane.test.ts	4410	// Step 1: Both .target:focus and .target are active	COMMENT
LOW	front_end/panels/elements/StylesSidebarPane.test.ts	4422	// Step 2: .target:focus becomes inactive (collapsible, expanded by default when collapse-non-contributing-css-rules	COMMENT
LOW	front_end/panels/elements/StylesSidebarPane.test.ts	4444	// Step 3: .target:focus becomes active again -> should reuse section and preserve manual collapsed state!	COMMENT
LOW	…_end/panels/elements/components/ElementsBreadcrumbs.ts	85	* When the window is resized, we need to check if we either:	COMMENT
LOW	front_end/panels/timeline/TimelineFlameChartView.ts	1170	// We need to check if the user is updating the range because they are	COMMENT
LOW	…nels/timeline/overlays/components/EntryLabelOverlay.ts	512	// If the entry has a calltree, we need to check if we need to show the 'generate label' button.	COMMENT
LOW	…nt_end/models/ai_assistance/agents/PerformanceAgent.ts	92	### Step 1: Determine a performance problem to investigate	COMMENT
LOW	…nt_end/models/ai_assistance/agents/PerformanceAgent.ts	105	### Step 2: Suggest solutions	COMMENT
LOW	front_end/models/trace/handlers/WarningsHandler.ts	101	// A forced reflow happened. However we need to check if	COMMENT

Empty Error Handlers5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	extensions/cxx_debugging/tools/bootstrap.py	228	except json.JSONDecodeError:	CODE
HIGH	extensions/cxx_debugging/e2e/runner.py	43	except FileExistsError:	CODE
HIGH	scripts/test_harness.py	81	except json.JSONDecodeError:	CODE
HIGH	scripts/deps/ensure_node_modules.py	127	except FileNotFoundError:	CODE
HIGH	scripts/deps/download_emscripten.py	93	except OSError:	CODE

Deep Nesting21 hits · 21 pts

Severity	File	Line	Context
LOW	PRESUBMIT.py	559	CODE
LOW	PRESUBMIT.py	602	CODE
LOW	PRESUBMIT.py	649	CODE
LOW	extensions/cxx_debugging/tools/bootstrap.py	216	CODE
LOW	extensions/cxx_debugging/e2e/runner.py	262	CODE
LOW	third_party/pyjson5/src/json5/lib.py	78	CODE
LOW	third_party/pyjson5/src/json5/lib.py	120	CODE
LOW	third_party/pyjson5/src/json5/fakes/host_fake.py	70	CODE
LOW	scripts/test_harness.py	587	CODE
LOW	scripts/test_harness.py	625	CODE
LOW	scripts/tools/update_goldens.py	170	CODE
LOW	scripts/tools/get_cl_test_results.py	228	CODE
LOW	scripts/deps/ensure_node_modules_unittest.py	42	CODE
LOW	scripts/deps/set_lpac_acls.py	35	CODE
LOW	scripts/deps/roll_deps.py	146	CODE
LOW	scripts/deps/roll_deps.py	316	CODE
LOW	scripts/deps/roll_front_end_third_party.py	113	CODE
LOW	scripts/deps/manage_node_deps.py	147	CODE
LOW	scripts/deps/manage_node_deps.py	377	CODE
LOW	scripts/deps/manage_node_deps.py	482	CODE
LOW	scripts/deps/download_emscripten.py	46	CODE

Slop Phrases8 hits · 17 pts

Severity	File	Line	Snippet	Context
MEDIUM	front_end/models/ai_assistance/ConversationSummary.ts	18	- Sensitive Topics: If the conversation history touches on sensitive topics (religion, race, politics, sexuality, ge	CODE
MEDIUM	…ont_end/models/ai_assistance/PerformanceAnnotations.ts	48	* Critical: If asked about sensitive topics (religion, race, politics, sexuality, gender, etc.), respond with: "My e	COMMENT
MEDIUM	…nt_end/models/ai_assistance/agents/PerformanceAgent.ts	160	- If asked about sensitive topics (religion, race, politics, sexuality, gender, etc.), respond with: "My expertise is li	CODE
MEDIUM	…e.web-custom-data/package/data/browsers.html-data.json	5216	"description": "This enumerated attribute specifies how horizontal alignment of each column cell content will	CODE
MEDIUM	…e.web-custom-data/package/data/browsers.html-data.json	5279	"description": "This enumerated attribute specifies how horizontal alignment of each column cell content will	CODE
MEDIUM	…e.web-custom-data/package/data/browsers.html-data.json	5324	"description": "This enumerated attribute specifies how horizontal alignment of each cell content will be hand	CODE
MEDIUM	…e.web-custom-data/package/data/browsers.html-data.json	5369	"description": "This enumerated attribute specifies how horizontal alignment of each cell content will be hand	CODE
MEDIUM	…e.web-custom-data/package/data/browsers.html-data.json	5414	"description": "This enumerated attribute specifies how horizontal alignment of each cell content will be hand	CODE

Excessive Try-Catch Wrapping12 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	scripts/tools/update_goldens.py	349	except Exception as exc: # pylint: disable=broad-except	CODE
LOW	scripts/tools/get_cl_test_results.py	150	except Exception: # pylint: disable=broad-except	CODE
LOW	scripts/tools/get_cl_test_results.py	170	except Exception: # pylint: disable=broad-except	CODE
MEDIUM	scripts/deps/roll_deps.py	355	print(f"Error interacting with GCS for {gs_url}: {e}")	CODE
LOW	scripts/deps/roll_deps.py	358	except Exception as e:	CODE
MEDIUM	scripts/deps/roll_deps.py	22	def node_path(options):	CODE
LOW	scripts/deps/manage_node_deps.py	130	except Exception as error:	CODE
LOW	scripts/deps/manage_node_deps.py	220	except Exception as error:	CODE
MEDIUM	scripts/deps/manage_node_deps.py	124	def exec_command(cmd):	CODE
MEDIUM	scripts/deps/manage_node_deps.py	212	def check_npm_version():	CODE
LOW	scripts/deps/download_emscripten.py	80	except Exception as e:	CODE
LOW	scripts/deps/download_emscripten.py	97	except Exception as e:	CODE

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	front_end/ui/components/text_editor/config.ts	680	// Do not show AI generated suggestion if top traditional suggestion is of type	COMMENT
HIGH	front_end/ui/components/text_editor/config.ts	726	// only register impression for the first time AI generated suggestion is shown to the user.	COMMENT

Unused Imports9 hits · 9 pts

Severity	File	Line	Context
LOW	third_party/pyjson5/src/benchmarks/run.py	16	CODE
LOW	third_party/pyjson5/src/json5/__init__.py	17	CODE
LOW	third_party/pyjson5/src/json5/__init__.py	18	CODE
LOW	third_party/pyjson5/src/json5/__init__.py	18	CODE
LOW	third_party/pyjson5/src/json5/__init__.py	18	CODE
LOW	third_party/pyjson5/src/json5/__init__.py	18	CODE
LOW	third_party/pyjson5/src/json5/__init__.py	19	CODE
LOW	third_party/pyjson5/src/json5/tool.py	24	CODE
LOW	third_party/pyjson5/src/json5/tests/tool_test.py	21	CODE

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	test/e2e/resources/search/search.js	11	function doSomething() {	CODE
LOW	front_end/third_party/marked/package/bin/main.js	155	async function getData() {	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/deps/manage_node_deps.py	192	# Check if the patch can be applied.	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	third_party/pyjson5/src/json5/__init__.py	22	__all__ = [	CODE

TODO Padding1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…t_end/third_party/puppeteer-replay/package/lib/main.js	1002	return; // TODO: implement these	CODE

ChromeDevTools/devtools-frontend

Open-Source Code Quality, Security and Technical Debt Review