0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

5.3K

Stars

TypeScript

Language

292.2K

Lines of Code

1.6K

Files

144

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 2.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 133 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

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

Agent Over-Engineering Ratio 1.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 60 finding(s).

PR Review Velocity Impact 3.1/100 · LOW

Which changes need focused human review? 144 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 2HIGH 2MEDIUM 6LOW 134

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 144 distinct pattern matches across 10 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.

Over-Commented Block73 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	metro.config.js	1	// Learn more https://docs.expo.io/guides/customizing-metro	COMMENT
LOW	app/+native-intent.ts	1	// Expo Router's hook for the links the system opens the app with. The logic is	COMMENT
LOW	app/(auth)/(tabs)/(libraries)/[libraryId].tsx	521	// The policy is covered by utils/library/libraryTabs.test.ts, the counts by	COMMENT
LOW	app/(auth)/(tabs)/(home)/_layout.tsx	21	import { userAtom } from "@/providers/JellyfinProvider";	COMMENT
LOW	providers/WebSocketProvider.tsx	461	// session expiry (the auth interceptor handles it). What remains is	COMMENT
LOW	providers/JellyfinProvider.tsx	201	// approves it with the token it already holds, so Seerr opens an ordinary	COMMENT
LOW	providers/JellyfinProvider.tsx	261	// the dead token stays in storage, so every reload re-fires authed calls →	COMMENT
LOW	providers/NativePlayerProvider.tsx	1101	});	COMMENT
LOW	providers/PlaySettingsProvider.tsx	121	[api, user, settings, playSettings],	COMMENT
LOW	utils/sentry.ts	21	// allows submitting events, so shipping it in the client bundle is fine.	COMMENT
LOW	utils/sentry.ts	241	enableSwizzling: false,	COMMENT
LOW	utils/errors.ts	61	// - 523: the origin is unreachable (routing, DNS)	COMMENT
LOW	utils/errors.ts	81	export const isGatewayStatus = (status: number): boolean =>	COMMENT
LOW	utils/errors.ts	381	// space, a slash, a comment or a list separator. A dot or a colon after it	COMMENT
LOW	utils/httpFailureGate.ts	21	// in search, by every screen that mounts the same request, and by each layer	COMMENT
LOW	utils/atoms/settings.ts	1081	const stillCurrent = () => {	COMMENT
LOW	utils/jellyfin/getDefaultPlaySettings.ts	321	}	COMMENT
LOW	utils/tvDiscovery/payload.ts	81		COMMENT
LOW	components/settings/LocalNetworkSettings.tsx	161	// `192.168.1.10` became the API base path on home Wi-Fi and crashed the	COMMENT
LOW	components/video-player/controls/SkipSegmentOverlay.tsx	41		COMMENT
LOW	…s/video-player/controls/NextEpisodeCountDownButton.tsx	61	// Advancing is one-way per appearance: without this, any re-render inside	COMMENT
LOW	components/video-player/controls/Controls.tsx	481	// only shifts left when the icon is actually shown.	COMMENT
LOW	components/video-player/controls/Controls.tsx	501	// can't swap Skip Credits, the countdown and the prompt around under the	COMMENT
LOW	hooks/usePushRegistration.ts	41	// one goes out.	COMMENT
LOW	hooks/useAppLanguage.ts	21	notifications: Notifications \| null,	COMMENT
LOW	hooks/useMediaPreferences.ts	241	// session-start concern, so it keys off the user's identity instead.	COMMENT
LOW	.github/workflows/release.yml	1	name: 🚀 Release (EAS build + submit)	COMMENT
LOW	modules/mpv-player/ios/PlayerAudioSession.swift	1	import AVFoundation	COMMENT
LOW	modules/mpv-player/ios/PlayerEngine.swift	121	name: UIApplication.didEnterBackgroundNotification, object: nil)	COMMENT
LOW	modules/mpv-player/ios/PlayerEngine.swift	341		COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	161		COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	341	// Moving this elsewhere causes tvOS to freeze when exiting the player.	COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	361	#if os(tvOS)	COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	381	//	COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	441	/// Step 3 is the one that breaks on Apple platforms: CoreText answers with a	COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	601	// Clear wakeup callback first to stop event processing	COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	621	// this can be the layer's final reference. A CALayer that has	COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	781	// MARK: - Property Helpers	COMMENT
LOW	modules/mpv-player/ios/MPVLayerRenderer.swift	1221		COMMENT
LOW	…ules/mpv-player/ios/NativePlayer/PlayerViewModel.swift	21	/// Bridges MPVPlayerEngine callbacks into SwiftUI state and dual-emits every	COMMENT
LOW	…ules/mpv-player/ios/NativePlayer/PlayerViewModel.swift	161	/// Custom proxy auth headers for the thumbnails above (see RemoteImage).	COMMENT
LOW	…ules/mpv-player/ios/NativePlayer/PlayerViewModel.swift	221	private(set) var sleepTimerEndDate: Date?	COMMENT
LOW	…ules/mpv-player/ios/NativePlayer/PlayerViewModel.swift	241	/// stream) and a second onNextEpisodeRequested fires mid-swap.	COMMENT
LOW	…ayer/ios/NativePlayer/NativePlayerViewController.swift	1	import Combine	COMMENT
LOW	…ayer/ios/NativePlayer/NativePlayerViewController.swift	21	#if os(iOS)	COMMENT
LOW	…ayer/ios/NativePlayer/NativePlayerViewController.swift	61		COMMENT
LOW	…ayer/ios/NativePlayer/NativePlayerViewController.swift	121		COMMENT
LOW	…ayer/ios/NativePlayer/NativePlayerViewController.swift	221	// two-finger pinch can be observed without entering the SwiftUI gesture	COMMENT
LOW	…ayer/ios/NativePlayer/NativePlayerViewController.swift	381	}	COMMENT
LOW	…ayer/ios/NativePlayer/Views/PlayerCenterControls.swift	1	#if os(iOS)	COMMENT
LOW	…ayer/ios/NativePlayer/Views/TV/TVChromeLayerView.swift	1	#if os(tvOS)	COMMENT
LOW	…ayer/ios/NativePlayer/Views/TV/TVChromeLayerView.swift	141	/// deliberately does not publish the ~30Hz clock (see PlaybackTimeModel).	COMMENT
LOW	…yer/ios/NativePlayer/Views/TV/TVFocusCoordinator.swift	41	/// what makes or breaks it:	COMMENT
LOW	…yer/ios/NativePlayer/Views/TV/TVFocusCoordinator.swift	141	private static let establishGrace: TimeInterval = 0.05	COMMENT
LOW	…yer/ios/NativePlayer/Views/TV/TVFocusCoordinator.swift	261	///	COMMENT
LOW	…player/ios/NativePlayer/Views/TV/TVOverlayLayers.swift	1	#if os(tvOS)	COMMENT
LOW	…v-player/ios/NativePlayer/Views/TV/TVControlsRow.swift	1	#if os(tvOS)	COMMENT
LOW	…player/ios/NativePlayer/Views/TV/TVTrickplayCard.swift	1	#if os(tvOS)	COMMENT
LOW	…c/main/java/expo/modules/mpvplayer/MPVLayerRenderer.kt	141	//	COMMENT
LOW	…c/main/java/expo/modules/mpvplayer/MPVLayerRenderer.kt	281	// Hardware decoder codecs (shared)	COMMENT
13 more matches not shown…

Hyper-Verbose Identifiers54 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW	…bs)/(home)/settings/appearance/hide-libraries/page.tsx	16	export default function AppearanceHideLibrariesPage() {	CODE
LOW	…p/(auth)/(tabs)/(home)/settings/notifications/page.tsx	5	export default function NotificationsSettingsPage() {	CODE
LOW	plugins/withTVOSTopShelf.ts	32	function getKeychainAccessGroupIdentifier(config: ExpoConfig): string {	CODE
LOW	plugins/withTVOSTopShelf.ts	56	function ensureKeychainAccessGroup(	CODE
LOW	providers/AudioStorage/index.ts	80	function withCurrentContainerPaths(	CODE
LOW	providers/Downloads/fileOperations.ts	162	export function deletePendingDownloadFiles(download: AbandonedDownload): void {	CODE
LOW	providers/Downloads/fileOperations.ts	219	export function calculateTotalDownloadedSize(): number {	CODE
LOW	providers/Downloads/utils.ts	75	export function liveActivityPosterFileName(item: BaseItemDto): string {	CODE
LOW	providers/Downloads/liveActivity.ts	120	export async function buildDownloadActivityMetadata({	CODE
LOW	providers/Downloads/liveActivity.ts	152	export function setDownloadLiveActivityEnabled(enabled: boolean): void {	CODE
LOW	providers/Downloads/hooks/useDownloadReconciliation.ts	104	export function useDownloadReconciliation({	CODE
LOW	utils/background-tasks.ts	11	export async function registerBackgroundFetchAsync(): Promise<boolean> {	CODE
LOW	utils/background-tasks.ts	44	export async function unregisterBackgroundFetchAsync(): Promise<boolean> {	CODE
LOW	utils/background-tasks.ts	58	export async function unregisterBackgroundFetchAsyncSessions(): Promise<boolean> {	CODE
LOW	utils/background-tasks.ts	74	export async function registerBackgroundFetchAsyncSessions(): Promise<boolean> {	CODE
LOW	utils/seriesTrackMemory.ts	63	export function rememberSeriesTrackFromRow(options: {	CODE
LOW	utils/downloadSize.ts	53	export function estimateDownloadActivitySize(	CODE
LOW	utils/secureCredentials.ts	185	export async function getCredentialOrForgetAccount(	CODE
LOW	utils/secureCredentials.ts	420	export function updateServerCustomHeaders(	CODE
LOW	utils/secureCredentials.ts	628	export function makeServerHeadersReadableWhileLocked(): void {	CODE
LOW	utils/secureCredentials.ts	831	export async function migrateCurrentSessionToSecureStorage(	CODE
LOW	utils/atoms/downloadedSubtitles.ts	136	export function removeAllSubtitlesForItem(itemId: string): void {	CODE
LOW	utils/atoms/downloadedSubtitles.ts	159	export function getAllDownloadedSubtitles(): DownloadedSubtitle[] {	CODE
LOW	utils/jellyfin/userConfiguration.ts	23	export function buildUserConfigurationPayload(	CODE
LOW	utils/jellyfin/createApi.ts	76	export function createApiWithCustomHeaders(	CODE
LOW	utils/customHeaders/integrations.ts	80	export function updateIntegrationHeaderConfig(	CODE
LOW	utils/customHeaders/integrations.ts	103	export function getIntegrationHeaderConfig(	CODE
LOW	utils/customHeaders/integrations.ts	126	export function makeIntegrationHeadersReadableWhileLocked(): void {	CODE
LOW	utils/customHeaders/integrations.ts	157	export function resolveIntegrationHeaders(	CODE
LOW	utils/customHeaders/secureValues.ts	59	function secureValueKeyScopeMatches(	CODE
LOW	utils/customHeaders/secureValues.ts	128	export function resolveCustomHeaderValues(	CODE
LOW	utils/customHeaders/secureValues.ts	148	export function secureCustomHeaderMetadata(	CODE
LOW	utils/customHeaders/secureValues.ts	201	export function deleteSecureCustomHeaderValues(headers: CustomHeader[]): void {	CODE
LOW	utils/customHeaders/secureValues.ts	228	export function recreateLegacySecureValues(	CODE
LOW	utils/customHeaders/normalize.ts	19	function hasInvalidHeaderValueCharacters(value: string): boolean {	CODE
LOW	utils/customHeaders/resolve.ts	102	function getSavedServerHeadersForUrl(	CODE
LOW	utils/customHeaders/optionalHeaders.ts	15	export function sourceWithOptionalHeaders(	CODE
LOW	utils/nativePlayer/resolveFailedPresentation.ts	21	export function resolveFailedPresentation(input: {	CODE
LOW	utils/nativePlayer/syncPlay.ts	86	export async function dispatchNativeSyncPlayAction(	CODE
LOW	utils/query/networkAwareInvalidate.ts	12	export function invalidateQueriesWhenOnline(	CODE
LOW	utils/downloads/offline-series.ts	16	export function getDownloadedEpisodesForSeries(	CODE
LOW	utils/downloads/offline-series.ts	30	export function getDownloadedEpisodesForSeason(	CODE
LOW	utils/downloads/offline-series.ts	43	export function getDownloadedEpisodesBySeasonId(	CODE
LOW	utils/downloads/offline-series.ts	57	export function getDownloadedSeasonNumbers(	CODE
LOW	utils/downloads/offline-series.ts	99	export function buildOfflineSeriesFromEpisodes(	CODE
LOW	utils/directPlayer/sessionPosition.ts	42	export function resolveSessionPositionTicks(session: {	CODE
LOW	components/tv/settings/TVCustomHeadersSection.tsx	91	function TVIntegrationHeaderEditor({	CODE
LOW	hooks/useRevalidatePlaybackProgressCache.ts	8	export function useInvalidatePlaybackProgressCache() {	CODE
LOW	hooks/useTVBackPress.ts	19	export function enableTVMenuKeyInterception() {	CODE
LOW	hooks/useTVBackPress.ts	25	export function disableTVMenuKeyInterception() {	CODE
LOW	hooks/useNetworkAwareQueryClient.ts	22	export function useNetworkAwareQueryClient(): NetworkAwareQueryClient {	CODE
LOW	hooks/useDismissKeyboardOnLeave.ts	16	export function useDismissKeyboardOnLeave() {	CODE
LOW	scripts/typecheck.ts	76	function parseErrorsAndCreateSummary(errorOutput: string): {	CODE
LOW	modules/tv-user-profile/index.ts	44	export function isProfileSwitchingSupported(): boolean {	CODE

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…s/mpvplayer/nativeplayer/ui/SyncPlayQueuePhoneSheet.kt	416	private fun androidx.compose.foundation.layout.RowScope.TransportButton(	CODE
CRITICAL	…ain/java/expo/modules/exoplayerplayer/ExoPlayerView.kt	408	androidx.media3.exoplayer.audio.AudioCapabilities.getCapabilities(context)	CODE

Excessive Try-Catch Wrapping5 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/ks-player/SwiftUIUsage.md	81	print("Error: \(error)")	CODE
MEDIUM	docs/ks-player/KSPlayerLayer.md	282	print("Error occurred")	CODE
MEDIUM	docs/ks-player/UIKitUsage.md	149	print("Error occurred")	CODE
MEDIUM	modules/mpv-player/ios/Logger.swift	118	print("Error managing log file: \(error)")	CODE
MEDIUM	modules/mpv-player/ios/Logger.swift	141	print("Error truncating log file: \(error)")	CODE

Structural Annotation Overuse4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	docs/tv-modal-guide.md	37	### Step 1: Create the Atom	COMMENT
LOW	docs/tv-modal-guide.md	54	### Step 2: Create the Hook	COMMENT
LOW	docs/tv-modal-guide.md	76	### Step 3: Create the Modal Page	COMMENT
LOW	docs/tv-modal-guide.md	154	### Step 4: Add Stack.Screen Configuration	COMMENT

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docs/ks-player/SubtitleSupport.md	289	let openSubSource = OpenSubtitleDataSouce(apiKey: "your-api-key")	CODE

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	e2e/syncplay/setup.py	37	except (OSError, ValueError):	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	utils/jellyfin/subtitleUtils.ts	579	// 1) Exact identity by external filename — robust against hidden-embedded offset.	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	components/search/LoadingSkeleton.tsx	56	Lorem ipsum	CODE
LOW	modules/tv-search/ios/TvSearchModule.swift	10	Prop("placeholder") { (view: TvSearchView, value: String?) in	CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	e2e/syncplay/setup.py	30		CODE

streamyfin/streamyfin

Open-Source Code Quality, Security and Technical Debt Review