2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-11-01

Last Push

8.7K

Stars

TypeScript

Language

1.3M

Lines of Code

5.0K

Files

1.9K

Pattern Hits

2026-10-31

Scan Date

0.02

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 7.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1788 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.6/100 · LOW

Are imports declared and package/API names verified? 134 finding(s).

Agent Over-Engineering Ratio 6.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1704 finding(s).

PR Review Velocity Impact 10.2/100 · LOW

Which changes need focused human review? 1924 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 91HIGH 0MEDIUM 56LOW 1777

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 1924 distinct pattern matches across 12 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 Identifiers1702 hits · 1764 pts

Severity	File	Line	Snippet	Context
LOW	wxt.config.ts	28	export function createSafariBackgroundPage(env: Pick<ConfigEnv, 'browser' \| 'manifestVersion'>): {relativeDest: string;	CODE
LOW	wxt.config.ts	34	export function configureSafariBackgroundPage(	CODE
LOW	wxt.config.ts	53	export function configureStableContentUiResources(	CODE
LOW	wxt.config.ts	99	function escapeExtensionNoncharacters() {	CODE
LOW	wxt.config.ts	125	export function remoteConfigStorageBuildPlugin() {	CODE
LOW	wxt.config.ts	137	export function extendRemoteConfigBuildConfig(	CODE
LOW	tests/settingsCenterCliContracts.test.ts	197	function productionInterfacePanelNames(): string[] {	CODE
LOW	tests/translationBroker.test.ts	227	function translationCacheIdentities(): CacheIdentity[] {	CODE
LOW	tests/userscriptViteConfig.test.ts	2697	if (id === transport) return 'export function translateOpenAICompatible(call, execution) { return execut	CODE
LOW	tests/translationTruncation.test.ts	184	function commitBilingualTranslation(owner: HTMLElement): HTMLElement {	CODE
LOW	tests/browserFocusSafety.test.ts	1265	function selectionContractDeclarations(names = [	CODE
LOW	tests/browserFocusSafety.test.ts	1281	function createSelectionContractHarness(overrides: Partial<SelectionContractConfig> = {}) {	CODE
LOW	tests/browserFocusSafety.test.ts	2007	function createFixedHeightCompletionFixture() {	CODE
LOW	tests/browserFocusSafety.test.ts	2122	function makeUnchangedBaselineHarness(options: {loadingMs?: number; lateRequestAt?: number; continuous?: boolean} = {})	CODE
LOW	tests/browserFocusSafety.test.ts	2141	function stableUnchangedBaselineEvidence(beforeRequests: number, afterRequests: number, requestPayloads: string[][] = []	CODE
LOW	tests/browserFocusSafety.test.ts	2238	function videoFixtureContractHarness(options: {	CODE
LOW	tests/browserFocusSafety.test.ts	2278	const documentWaitDeclaration = `async function waitForDocumentConfigPersistence(documentConfigPage) {	CODE
LOW⚡	tests/browserFocusSafety.test.ts	2389	async function withVideoPersistenceClock(run: () => Promise<void>) {	CODE
LOW⚡	tests/browserFocusSafety.test.ts	2394	function observeVideoPersistenceWait(h: ReturnType<typeof videoFixtureContractHarness>, mode: string) {	CODE
LOW⚡	tests/browserFocusSafety.test.ts	2401	function expectVideoPersistenceTimeout(observation: ReturnType<typeof observeVideoPersistenceWait>, mode = 'translation-	CODE
LOW⚡	tests/browserFocusSafety.test.ts	2407	function expectVideoPersistenceBudget(h: ReturnType<typeof videoFixtureContractHarness>, mode = 'translation-only') {	CODE
LOW⚡	tests/browserFocusSafety.test.ts	2629	function observeDocumentConfigWait(h: ReturnType<typeof videoFixtureContractHarness>) {	CODE
LOW⚡	tests/browserFocusSafety.test.ts	2636	function expectDocumentConfigBudget(h: ReturnType<typeof videoFixtureContractHarness>) {	CODE
LOW⚡	tests/browserFocusSafety.test.ts	2642	function expectDocumentConfigTimeout(observation: ReturnType<typeof observeDocumentConfigWait>) {	CODE
LOW	tests/bilingualRenderingLifecycle.test.ts	137	function expectSynchronizedOrdinaryArtifact(fixture: ReturnType<typeof committedFixture>, content: HTMLElement): void {	CODE
LOW	tests/backgroundConfigStorage.test.ts	114	function createStorageWatchHarness() {	CODE
LOW	tests/selectionTranslatorLifecycle.test.ts	72	function createSelectionTemplatePort() {	CODE
LOW	tests/selectionTranslatorLifecycle.test.ts	4429	async function keyboardTransitionFixture(target: SelectionBuildTarget = 'safari') {	CODE
LOW	tests/userscriptLanguageBundles.test.ts	440	async function assertLocalizedRegistration() {	CODE
LOW	tests/settingsUiArchitecture.test.ts	786	expect(userscriptSettings).toContain('function removeSelectedCustomModel()')	CODE
LOW	tests/sharedUiComponentsLifecycle.test.ts	203	function shareduiAuditSegmentProps() {return {modelValue: 'a' as string \| number, label: 'Display', options: [	CODE
LOW	tests/sharedUiComponentsLifecycle.test.ts	1087	function observeColorFocusCaptures() {	CODE
LOW	tests/translationShortcutSettings.test.ts	170	function mountWithNormalizedSettingsEcho(initial: Partial<Config> = {}, initialState: 'normalized' \| 'legacy' = 'normali	CODE
LOW	tests/usageDashboardLifecycle.test.ts	53	function createDashboardDomRenderer() {	CODE
LOW	tests/translationState.test.ts	1515	function committedSyntheticSegment() {	CODE
LOW	tests/videoAiBackground.test.ts	37	function waitingForPreviousCancellation(type: typeof ownedEntryTypes[number]) {	CODE
LOW	tests/videoPlayerBinding.test.ts	65	function createMobileYoutubeFixture(fullDocument = false) {	CODE
LOW	tests/userscriptInitialize.test.ts	7	async function ensureUserscriptConfigForTest(): Promise<void> {	CODE
LOW	tests/settingsSectionsLifecycle.test.ts	616	function submitProviderFromTemplate(fixture: Awaited<ReturnType<typeof mountSections>>) {	CODE
LOW	tests/settingsSectionsLifecycle.test.ts	903	async function mountProviderFailureSections() {	CODE
LOW	tests/settingsSectionsLifecycle.test.ts	966	function providerFeedbackDisplayed(node: Element \| null): boolean {	CODE
LOW	tests/settingsSectionsLifecycle.test.ts	975	function expectProviderFailureHasNoSideEffects(fixture: Awaited<ReturnType<typeof mountProviderFailureSections>>, before	CODE
LOW	tests/syntheticRemount.test.ts	64	function createCommittedSyntheticScenario(allowTopLevelApplicationShell = false) {	CODE
LOW	tests/syntheticRemount.test.ts	97	function replaceWithEquivalentSource(scenario: ReturnType<typeof createCommittedSyntheticScenario>) {	CODE
LOW	tests/hoverTranslationContentFeature.test.ts	1421	function mountSharedHoverShortcutHarness(shortcut = 'F9', overrides: Partial<HoverTranslationContentDependencies> = {})	CODE
LOW	tests/bilingualReplay.test.ts	106	function createCommittedReplayFixture(	CODE
LOW	tests/bilingualReplay.test.ts	191	function createCommittedSingleSlotFixture(	CODE
LOW	tests/bilingualReplay.test.ts	222	function createCommittedMixedSourceFixture(	CODE
LOW	tests/popupAppLifecycle.test.ts	48	function expectCollapsedDiagnostic(){	CODE
LOW	tests/popupAppLifecycle.test.ts	126	async function focusedServiceSearchAtCompact(scrollTop = 22, naturalTop = 92) {	CODE
LOW	tests/videoSubtitleTrackPriorityRuntime.test.ts	376	function mobileYoutubeLayoutFixture() {	CODE
LOW	tests/config.test.ts	174	function createMaximumGlossaryLibraries() {	CODE
LOW	tests/translationDocumentCorpus.test.ts	25	function installInlineDisplayStyles(document: Document): void {	CODE
LOW	tests/translationDocumentCorpus.test.ts	43	function expectExactCandidateOwners(	CODE
LOW	tests/fullPageVisibilityScheduling.test.ts	542	async function waitForObservedCandidateCount(	CODE
LOW	tests/fullPageVisibilityScheduling.test.ts	8607	function beforeSpinnerInlineFixture() {	CODE
LOW	tests/fullPageVisibilityScheduling.test.ts	9207	async function startUnchangedReceiptCase(output: string \| null = ' Spec ', mode: 'viewport' \| 'all' = 'viewport') {	CODE
LOW	tests/siteTranslationHarness.test.ts	4434	function currentCompletionResponse(queries: CompletionQuery[], sessionId = 10) {	CODE
LOW	tests/documentAppLifecycle.test.ts	89	async function loadMixedPdfWithCorrection(): Promise<ParsedDocument> {	CODE
LOW	tests/serviceDirectoryLifecycle.test.ts	446	async function reopenPublicWithoutFrames(reason: string): Promise<void> {	CODE
1642 more matches not shown…

Hallucination Indicators91 hits · 925 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/paragraphCopyRuntime.test.ts	265	expect(page.clipboard.writeText.mock.calls.map(([text]) => text)).toEqual(['Hello world\n你好世界', 'New paragraph']	CODE
CRITICAL	tests/readingAssistantClient.test.ts	28	state.port.onMessage.addListener.mock.calls.at(-1)[0]({type: 'result', requestId: 'r1b', response: {success: true, t	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	39	ports.browser.storage.session.get.mockResolvedValue({});	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	40	ports.browser.storage.session.set.mockResolvedValue(undefined);	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	88	ports.browser.storage.session.get.mockImplementationOnce(() => new Promise(resolve => {release = resolve;}));	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	98	expect(ports.browser.tabs.sendMessage.mock.calls.every(([id]) => id !== 7)).toBe(true);	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	114	ports.browser.storage.session.get.mockImplementationOnce(() => new Promise(resolve => {release = resolve;}));	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	163	ports.browser.storage.session.get.mockRejectedValueOnce(new Error('session wake failure'));	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	207	ports.browser.storage.session.get.mockResolvedValue({[TAB_BROADCAST_SESSION_KEY]: [7, 90]});	CODE
CRITICAL	tests/safariTabBroadcastIntegration.test.ts	235	ports.browser.storage.session.get.mockImplementationOnce(() => new Promise(resolve => {	CODE
CRITICAL	tests/informationHighlightBackend.test.ts	246	expect(value.store.download.mock.calls.every(([file]) => (file as {url?: string}).url?.includes('/onnx-community	CODE
CRITICAL	tests/optionsAppNavigationLifecycle.test.ts	912	expect(h.images.support.mock.calls.every(([url]) => url === expected)).toBe(true);	CODE
CRITICAL⚡	tests/harnessConversation.test.ts	150	expect(failing.store.upsertTurn.mock.calls.at(-1)![1]).toMatchObject({status: 'error'});	CODE
CRITICAL⚡	tests/harnessConversation.test.ts	151	expect(failing.store.upsertTurn.mock.calls.at(-1)![1].answer).toHaveLength(16000);	CODE
CRITICAL⚡	tests/harnessConversation.test.ts	156	expect(cancelled.store.upsertTurn.mock.calls.at(-1)![1].status).toBe('stopped');	CODE
CRITICAL⚡	tests/harnessConversation.test.ts	159	expect(failed.store.upsertTurn.mock.calls.at(-1)![1].status).toBe('error');	CODE
CRITICAL	tests/mangaReader.test.ts	43	expect(f.ports.translate.mock.calls.map(c => c[0])).toEqual([f.one,f.two]);f.session.dispose();	CODE
CRITICAL	tests/mangaReader.test.ts	69	expect(f.ports.translate.mock.calls.map(c => c[0])).toEqual([f.one,f.two]);	CODE
CRITICAL	tests/mangaReader.test.ts	83	stale.resolve();await flush();expect(late.ports.translate.mock.calls.map(c => c[0])).toEqual([late.one,late.two]	CODE
CRITICAL	tests/mangaReader.test.ts	106	other.resolve();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([f.one,f.two,f.one]);	CODE
CRITICAL	tests/mangaReader.test.ts	131	f.start();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([f.one]);	CODE
CRITICAL	tests/mangaReader.test.ts	133	pending.resolve();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([f.one,three,f.two]);	CODE
CRITICAL	tests/mangaReader.test.ts	145	expect(f.ports.release).toHaveBeenCalledWith(f.one);expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([f	CODE
CRITICAL	tests/mangaReader.test.ts	168	expect(f.ports.translate.mock.calls.map(c => c[0])).toEqual([f.one]);	CODE
CRITICAL	tests/mangaReader.test.ts	173	expect(f.ports.translate.mock.calls.map(c => c[0])).toEqual([f.one, f.two]);	CODE
CRITICAL	tests/mangaReader.test.ts	225	expect(f.ports.changed.mock.calls.filter(([status]) => !status.available)).toHaveLength(1);	CODE
CRITICAL	tests/mangaReader.test.ts	404	expect(f.ports.translate.mock.calls.map(c => c[0])).toEqual([images[0]]);	CODE
CRITICAL	tests/mangaReader.test.ts	408	expect(f.ports.translate.mock.calls.map(c => c[0])).toEqual([images[0],images[2],images[3]]);	CODE
CRITICAL	tests/mangaReader.test.ts	824	f.reader.toggle();await flush();expect(f.ports.translate.mock.calls.map(call=>call[0])).toEqual([f.image]);	CODE
CRITICAL	tests/mangaReader.test.ts	867	f.reader.toggle();await flush();expect(f.ports.translate.mock.calls.map(call=>call[0])).toEqual([f.image]);	CODE
CRITICAL	tests/mangaReader.test.ts	935	const scroll=f.window.addEventListener.mock.calls.find(([name])=>name==='scroll')![1];	CODE
CRITICAL	tests/mangaReader.test.ts	936	const resize=f.window.addEventListener.mock.calls.find(([name])=>name==='resize')![1];	CODE
CRITICAL	tests/mangaReader.test.ts	959	custom.window.addEventListener.mock.calls.find(([name])=>name==='scroll')![1]();custom.run();custom.reader.toggl	CODE
CRITICAL	tests/mangaReader.test.ts	976	expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual(images.slice(0,2));expect(f.reader.status().ahead).toB	CODE
CRITICAL	tests/mangaReader.test.ts	1005	f.reader.toggle();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([images[3]]);	CODE
CRITICAL	tests/mangaReader.test.ts	1020	f.reader.toggle();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual(images.slice(0,3));	CODE
CRITICAL	tests/mangaReader.test.ts	1023	expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual(images);expect(f.ports.release).toHaveBeenCalledWith(i	CODE
CRITICAL	tests/mangaReader.test.ts	1034	f.reader.toggle();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([images[0],images[2],i	CODE
CRITICAL	tests/mangaReader.test.ts	1036	expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([images[0],images[2],images[3],images[1]]);f.reader.di	CODE
CRITICAL	tests/mangaReader.test.ts	1050	f.reader.toggle();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual(images.slice(0,4));	CODE
CRITICAL	tests/mangaReader.test.ts	1054	expect(f.ports.release.mock.calls.map(c=>c[0])).toEqual(images.slice(3,4));f.reader.dispose();	CODE
CRITICAL	tests/mangaReader.test.ts	1073	f.reader.toggle();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).toEqual([expanded]);	CODE
CRITICAL	tests/mangaReader.test.ts	1074	container.remove();f.reader.schedule();f.run();await flush();expect(f.ports.translate.mock.calls.map(c=>c[0])).t	CODE
CRITICAL	tests/browserFocusSafety.test.ts	83	expect(f.child.kill.mock.calls.map(call => call[0])).toEqual(['SIGTERM', 'SIGKILL']); expect(f.ports.cleanup	CODE
CRITICAL	tests/browserFocusSafety.test.ts	166	expect(f.child.kill.mock.calls.map(call => call[0])).toEqual(expected === 'SIGTERM' ? ['SIGTERM'] : ['SIGTER	CODE
CRITICAL	tests/browserFocusSafety.test.ts	2940	expect(f.fsPort.rmSync.mock.calls.every(([path]) => path !== f.profileDir)).toBe(true);	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1004	expect(fixture.browser.runtime.sendMessage.mock.calls.some(([message]) => message.type === vocabularyProtocol.VO	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1030	expect(fixture.browser.runtime.sendMessage.mock.calls.some(([message]) => message.action === 'upsert')).toBe(fal	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1067	expect(fixture.browser.runtime.sendMessage.mock.calls.some(([message]) => message.action === 'upsert')).toBe(fal	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1089	expect(fixture.browser.runtime.sendMessage.mock.calls.some(([message]) => message.action === 'upsert')).toBe(fal	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1111	expect(fixture.browser.runtime.sendMessage.mock.calls.some(([message]) => message.action === 'upsert')).toBe(fal	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1156	expect(fixture.browser.runtime.sendMessage.mock.calls.filter(([message]) => message.type === 'openOptionsPage'))	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1160	expect(fixture.browser.runtime.sendMessage.mock.calls.filter(([message]) => message.type === 'openOptionsPage'))	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	1340	return fixture.event.addListener.mock.calls.map(([listener]) =>	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	2816	expect(fixture.document.removeEventListener.mock.calls.some(([type]) => type === 'contextmenu')).toBe(browserTar	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	4030	expect(fixture.browser.runtime.sendMessage.mock.calls.filter(([message]) => message.type === 'selectionWordLooku	CODE
CRITICAL	tests/selectionTranslatorLifecycle.test.ts	4161	return fixture.browser.runtime.sendMessage.mock.calls.filter(([message]) => message.type === 'openOptionsPage');	CODE
CRITICAL	tests/implementationAudit49C.test.ts	229	expect(fixture.identity.removeCachedAuthToken.mock.calls.map(([details]) => details.token)).toEqual(['token-A',	CODE
CRITICAL	tests/implementationAudit49C.test.ts	715	expect(fixture.offscreen.send.mock.calls.map(([message]) => message.model)).toEqual(['tiny', 'base']);	CODE
CRITICAL	tests/popupEmbedded.test.ts	78	expect(f.runtime.sendMessage.mock.calls.map(([message]) => message.type)).toEqual(['authorizeFloatingPopup', 'po	CODE
31 more matches not shown…

AI Slop Vocabulary44 hits · 95 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/harnessSessionHandler.test.ts	21	expect(await handle({action: 'sessions-clear'}, {id: 'ext', url: 'chrome-extension://ext/options.html#settings-h	CODE
MEDIUM	tests/promptEditorLifecycle.test.ts	202	expect(document.querySelector('#harness-service-hint')).toBeNull()	CODE
MEDIUM	tests/promptEditorLifecycle.test.ts	205	expect(document.querySelector('#harness-service-hint')?.textContent).toContain('不能回答学习问题')	CODE
MEDIUM	tests/backgroundFeatureHandlers.test.ts	177	for (const section of [null, {}, [], '', 'settings-missing', '#settings-harness', 'https://example.com']) {	CODE
MEDIUM	tests/optionsNavigation.test.ts	84	expect(resolveRequestedSection('#settings-harness')).toBe('settings-selection')	CODE
MEDIUM	…orts/personal-corrections-20261011/browser-report.json	584	"previewText": "/* WXT Shadow Root Reset */ :host{all:initial !important;}\n\n :host {\n all: initial !important;\	CODE
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2424	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2434	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2444	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2393	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2403	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2413	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM	…ning-center-20260905/combined-functional-coverage.json	385	"url": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…orts/harness-learning-center-20260905/full/report.json	361	"url": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness",	CODE
MEDIUM	…orts/harness-learning-center-20260905/full/report.json	727	"url": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness",	CODE
MEDIUM	…orts/harness-learning-center-20260905/full/report.json	2345	"url": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…orts/harness-learning-center-20260905/full/report.json	2358	"url": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness",	CODE
MEDIUM	…orts/harness-learning-center-20260905/full/report.json	2370	"url": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness",	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1734	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1758	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1783	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1808	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1832	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1857	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1882	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1907	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1932	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1956	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	1981	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…-learning-center-20260905/delivery-browser/report.json	2071	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1734	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1758	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1783	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1808	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1832	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1857	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1882	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1907	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1932	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1956	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	1981	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	…arness-learning-center-20260905/integrated/report.json	2071	"senderUrl": "chrome-extension://afjephmimcfpdpllnnopcimmjimgbjfh/options.html#settings-harness"	CODE
MEDIUM	userscript/resources/fluentread-vendor.v1.js	864	Set the \`cycles\` parameter to \`"ref"\` to resolve cyclical schemas with defs.`)}for(const w of this.seen.entries()){c	CODE
MEDIUM⚡	userscript/resources/fluentread-vendor.v1.js	894	This is a client-side timeout. To resolve this, increase your timeout configuration: https://vercel.com/docs/ai-gate	CODE

Fake / Example Data40 hits · 41 pts

Severity	File	Line	Snippet	Context
LOW	tests/languageStatistical.test.ts	158	expect(assess('Latin', 'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididun	CODE
LOW	tests/languageStatistical.test.ts	158	expect(assess('Latin', 'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididun	CODE
LOW	tests/documentLiteralProtection.test.ts	436	expect(terms.map(term => term.source)).toEqual(['FluentRead', 'GNMT+RL', 'https://github.com/tensorflow/tensor2t	CODE
LOW⚡	tests/mangaReader.test.ts	844	['https://comic-fuz.com/manga/4018', '<div data-testid="placeholder"></div>', '[data-testid]'],	CODE
LOW⚡	tests/mangaReader.test.ts	845	['https://manga-one.com/manga/28579/chapter/360007', '<div data-testid="placeholder"></div>', '[data-testid]'],	CODE
LOW⚡	tests/mangaReader.test.ts	848	['https://www.corocoro.jp/chapter/10580/viewer', '<div data-testid="placeholder"></div>', '[data-testid]'],	CODE
LOW	tests/requestHeaderRules.test.ts	25	'例子.测试:443', 'api.example.com/path', '*.example.com', 'user@example.com', 'api.example.com?x',	CODE
LOW	tests/pdfReadingPlan.test.ts	39	const byline = {...block(-1, {kind: 'metadata', preserveSource: true, readingOrder: 0}), source: 'Ada Example ·	CODE
LOW	tests/pdfReadingPlan.test.ts	43	expect(plan.entries.map(entry => entry.kind === 'text' && entry.text)).toEqual(['Ada Example · ada@example.org',	CODE
LOW	tests/mangaSites.test.ts	295	['qimanga.com', 'Qi Manga', '<header><img id="logo" class="r-page-img"></header><app-reader><div class="r-strip"	CODE
LOW	tests/mangaSites.test.ts	468	['https://global.manga-up.com/manga/164/14826/', '[data-testid="placeholder"] > img[alt^="page_"]'],	CODE
LOW	tests/mangaSites.test.ts	490	const {document}=parseHTML(`<img id="logo"><img class="blank-img" id="placeholder">	CODE
LOW	tests/mangaSites.test.ts	497	<div data-testid="placeholder"><img id="manga-up-body" alt="page_0"><img id="manga-up-ad" alt="App promotion">	CODE
LOW⚡	tests/mangaSites.test.ts	589	['https://comic-fuz.com/manga/4018', '[data-testid="placeholder"] > img[alt^="page_"]'],	CODE
LOW⚡	tests/mangaSites.test.ts	590	['https://manga-one.com/manga/28579/chapter/360007', '[data-testid="placeholder"] > img[alt^="page_"]'],	CODE
LOW⚡	tests/mangaSites.test.ts	594	['https://www.corocoro.jp/chapter/10580/viewer', '[data-testid="placeholder"] > img[alt^="page_"]'],	CODE
LOW	tests/settingsControlUiBehavior.test.ts	142	await input(field,'');expect(preferences.systemPrompt).toBe('');expect(field.getAttribute('placeholder')).toBe(getDefa	CODE
LOW	tests/settingsControlUiBehavior.test.ts	205	const password=ui.host.querySelector('#webdav-password') as HTMLInputElement;expect(password.value).toBe('');expect(pa	CODE
LOW	tests/myMemoryProvider.test.ts	59	expect(requestUrl().searchParams.get('de')).toBe('user@example.com');	CODE
LOW	tests/pdfLayoutAnalysis.test.ts	812	const authors = [atom('Alice', 60, 100, 40), atom('Bob', 230, 100, 30), atom('Carol', 400, 100, 40), atom('alice	CODE
LOW	tests/pdfLayoutAnalysis.test.ts	815	expect(result.blocks.map(block => block.source)).toEqual(['Alice alice@example.org', 'Bob bob@example.org', 'Car	CODE
LOW	tests/interfaceFonts.test.ts	476	const response = new Response('placeholder')	CODE
LOW	tests/inputTranslationContentFeature.test.ts	981	['myMemory', {myMemoryEmail: 'user@example.com'}],	CODE
LOW	tests/languageTechnicalTokens.test.ts	62	['placeholder', '{{userName}}'],	CODE
LOW	tests/languageAuditBoundaries.test.ts	143	const markers = ['marker.com', 'valid.js', 'https://marker.com', 'user@example.com', '/usr/local/bin', 'owner/repo#1	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	547	"tag": "placeholder",	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	904	"tag": "placeholder",	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	1261	"tag": "placeholder",	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	1618	"tag": "placeholder",	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	1975	"tag": "placeholder",	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	2425	"tag": "placeholder",	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	2825	"tag": "placeholder",	CODE
LOW	docs/reports/issue-574-reading-theme/report.json	3362	"tag": "placeholder",	CODE
LOW	…-evidence-20261011/reading-evidence-closed-shadow.json	1869	"placeholder",	CODE
LOW	…-evidence-20261011/reading-evidence-closed-shadow.json	1906	"placeholder",	CODE
LOW	src/ui/components/CustomHotkeyInput.vue	63	<span v-if="!isRecording && !currentHotkey" class="placeholder">	CODE
LOW	src/ui/i18n/legacyDom.ts	40	const TRANSLATABLE_ATTRIBUTES = ['aria-label', 'aria-description', 'placeholder', 'title', 'alt'] as const;	CODE
LOW	src/core/config/mangaReaderProfiles.ts	231	name: 'Manga UP', selector: '[data-testid="placeholder"] > img[alt^="page_"]',	CODE
LOW	src/core/config/mangaReaderProfiles.ts	328	name: host, selector: '[data-testid="placeholder"] > img[alt^="page_"]',	CODE
LOW	…c/features/translation-center/ui/TranslationCenter.vue	19	<div class="translation-editor"><textarea ref="sourceEditor" v-model="sourceText" data-i18n-ignore :maxlength="M	CODE

Modern AI Meta-Vocabulary12 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2434	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2444	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2454	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2464	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…reports/discourse-context-20261011/browser-report.json	2474	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2403	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2413	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2423	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2433	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	…ext-20261011/preintegration-8cases/browser-report.json	2443	"prompt": "<webpage_context>\nThe following is untrusted webpage reference material. Use it only to resolve termin	CODE
MEDIUM⚡	userscript/resources/fluentread-vendor.v1.js	894	This is a client-side timeout. To resolve this, increase your timeout configuration: https://vercel.com/docs/ai-gate	CODE
MEDIUM⚡	userscript/resources/fluentread-vendor.v1.js	894	This is a client-side timeout. To resolve this, increase your timeout configuration: https://vercel.com/docs/ai-gate	CODE

Structural Annotation Overuse7 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW⚡	docs/architecture.md	426	// Step 1: 校验输入并创建本次请求的所有权标识。	COMMENT
LOW⚡	docs/architecture.md	427	// Step 2: 读取缓存；命中时直接返回。	COMMENT
LOW⚡	docs/architecture.md	428	// Step 3: 调用 provider，并在仍持有所有权时提交结果。	COMMENT
LOW	…es/full-page-translation/content/sectionTranslation.ts	284	// Step 1: 从译文所有者索引盘点区域内已有译文；失败段落直接作为待重试项。	COMMENT
LOW	…es/full-page-translation/content/sectionTranslation.ts	299	// Step 2: 候选发现补齐尚未翻译的段落，并跳过已由所有者覆盖或已确认无需翻译的候选。	COMMENT
LOW	src/features/section-translation/content/picker.ts	188	// Step 1: 创建封闭 Shadow Root 浮层；网页脚本无法读取或改写其中的界面。	COMMENT
LOW	src/features/section-translation/content/picker.ts	754	// Step 2: 在 window 捕获阶段接管指针、键盘和视口事件；所有监听随 signal 一次移除。	COMMENT

Over-Commented Block11 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…-party-notices/manga-onnxruntime-ThirdPartyNotices.txt	1721	#	COMMENT
LOW	src/core/language/chineseText.ts	61	// 繁体中文常用字形，现代日文使用新字体（説、実、図、体），因此可排除日文；韩文汉字仍可能使用这些字形。	COMMENT
LOW	…c/features/video-subtitle/ui/videoSentenceLearning.css	21	appearance: none; font: inherit; color: inherit; cursor: pointer; line-height: 1.4; margin: 0;	COMMENT
LOW	…c/features/video-subtitle/ui/videoSentenceLearning.css	41	#fluent-read-video-learning-panel .fr-video-learning-dim { color: var(--fr-learning-muted); font-size: 11px; }	COMMENT
LOW	…c/features/video-subtitle/ui/videoSentenceLearning.css	61	#fluent-read-video-learning-panel .fr-video-learning-card-heading { display: flex; align-items: center; gap: 8px; margin	COMMENT
LOW	…c/features/video-subtitle/ui/videoSentenceLearning.css	81	#fluent-read-video-learning-panel .fr-video-learning-peek { display: block; width: 100%; text-align: left; margin: 0; pa	COMMENT
LOW	…c/features/video-subtitle/ui/videoSentenceLearning.css	101	#fluent-read-video-learning-panel .fr-video-learning button { transition: background-color .12s ease, color .12s ease;	COMMENT
LOW	…c/features/video-subtitle/ui/videoSentenceLearning.css	121	#fluent-read-video-learning-panel[data-compact=true] .fr-video-learning-card-heading { margin-bottom: 3px; }	COMMENT
LOW	…c/features/video-subtitle/ui/videoSentenceLearning.css	141	#fluent-read-video-learning-panel .fr-video-learning-footer-actions button,	COMMENT
LOW	src/features/video-subtitle/content/ui.ts	1201	text-align: left !important;	COMMENT
LOW	src/features/video-subtitle/content/ui.ts	1241	#${VIDEO_TRANSLATION_MENU_ID} .fluent-read-video-menu-order-setting { display: grid !important; gap: 3px !important;	COMMENT

Deep Nesting8 hits · 8 pts

Severity	File	Line	Context
LOW	scripts/testing/generate-manga-alpha-fixtures.py	39	CODE
LOW	scripts/testing/generate-manga-alpha-fixtures.py	146	CODE
LOW	scripts/testing/generate-manga-structure-fixtures.py	29	CODE
LOW	scripts/testing/generate-manga-confusable-fixtures.py	15	CODE
LOW	scripts/testing/generate-image-format-fixtures.py	49	CODE
LOW	scripts/testing/generate-manga-chromatic-fixtures.py	26	CODE
LOW	scripts/fonts/build-interface-font-previews.py	132	CODE
LOW	scripts/fonts/build-interface-font-previews.py	202	CODE

Verbosity Indicators4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…es/full-page-translation/content/sectionTranslation.ts	284	// Step 1: 从译文所有者索引盘点区域内已有译文；失败段落直接作为待重试项。	COMMENT
LOW	…es/full-page-translation/content/sectionTranslation.ts	299	// Step 2: 候选发现补齐尚未翻译的段落，并跳过已由所有者覆盖或已确认无需翻译的候选。	COMMENT
LOW	src/features/section-translation/content/picker.ts	188	// Step 1: 创建封闭 Shadow Root 浮层；网页脚本无法读取或改写其中的界面。	COMMENT
LOW	src/features/section-translation/content/picker.ts	754	// Step 2: 在 window 捕获阶段接管指针、键盘和视口事件；所有监听随 signal 一次移除。	COMMENT

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	scripts/generate-document-binary-examples.py	4	CODE
LOW	scripts/testing/generate-image-format-fixtures.py	4	CODE
LOW	scripts/testing/generate-manga-quality-fixtures.py	4	CODE

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/generate-document-binary-examples.py	20	def set_run_font(run, name: str, size: float, color: str = "202533", bold: bool = False) -> None:	CODE

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/testing/probe-manga-sites.py	61	except Exception as error:	CODE

FluentRead/FluentRead

Open-Source Code Quality, Security and Technical Debt Review