1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-08-16

Last Push

4.2K

Stars

TypeScript

Language

64.6K

Lines of Code

383

Files

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

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

Cognitive Ownership Risk 5.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 52 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 3.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 42 finding(s).

PR Review Velocity Impact 4.2/100 · LOW

Which changes need focused human review? 52 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 0MEDIUM 2LOW 50

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 52 distinct pattern matches across 5 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers42 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	components/home/hooks/usePersonalizedRecommendations.ts	44	export function usePersonalizedRecommendations(isPremium = false) {	CODE
LOW⚡	components/player/DanmakuCanvas.tsx	66	function getDanmakuSettingsSnapshot(): string {	CODE
LOW⚡	components/player/DanmakuCanvas.tsx	71	function subscribeToDanmakuSettings(listener: () => void): () => void {	CODE
LOW⚡	components/player/DanmakuCanvas.tsx	75	function parseDanmakuSettingsSnapshot(snapshot: string): DanmakuSettingsSnapshot {	CODE
LOW	components/player/hooks/usePlayerSettings.ts	34	function getPlayerSettingsSnapshot(isPremium: boolean, mediaProxyEnabled: boolean): PlayerSettingsSnapshot {	CODE
LOW	…mponents/player/hooks/desktop/useFullscreenControls.ts	70	async function waitForWindowFullscreenLayout(): Promise<void> {	CODE
LOW	components/player/hooks/desktop/android-pip-utils.ts	20	export function createAndroidPiPTransitionPlan(fullscreenMode: FullscreenMode): AndroidPiPTransitionPlan {	CODE
LOW	components/player/hooks/desktop/android-pip-utils.ts	29	export function shouldRestoreInlineAfterAndroidPiP(	CODE
LOW	components/player/hooks/desktop/android-pip-utils.ts	40	export function shouldRollbackTemporaryWindowFullscreen(session: AndroidPiPSessionState \| null): boolean {	CODE
LOW	lib/app-release.ts	74	export function getDefaultRepositoryBranch(	CODE
LOW	lib/config/lan-access.ts	29	function normalizeAllowedOriginHost(rawOrigin: string): string \| null {	CODE
LOW	lib/config/lan-access.ts	49	export function parseLanAllowedDevOrigins(value: string \| undefined \| null): string[] {	CODE
LOW	lib/config/deployment.ts	17	export function shouldEnableVercelAnalytics(env: EnvLike = process.env): boolean {	CODE
LOW	lib/server/api-responses.ts	3	export function authenticationRequiredResponse(): NextResponse {	CODE
LOW	lib/server/auth-helpers.ts	68	export function shouldUseSecureSessionCookie(request?: SessionCookieProtocolRequest): boolean {	CODE
LOW	lib/server/auth-helpers.ts	181	export function isBootstrapAdminCredential(	CODE
LOW	lib/server/douban-image.ts	10	export function buildDoubanImageCandidates(rawUrl: string): string[] {	CODE
LOW	lib/server/auth.ts	90	function getEffectiveAdminPassword(): string {	CODE
LOW	lib/server/auth.ts	187	async function ensureManagedAccountsBootstrapped(): Promise<StoredAccountRecord[]> {	CODE
LOW	lib/server/auth.ts	247	function buildLegacyProfileIdInput(password: string): ArrayBuffer {	CODE
LOW	lib/server/auth.ts	273	function sessionPayloadToServerSession(payload: SessionPayload): ServerAuthSession {	CODE
LOW	lib/server/auth.ts	440	async function authenticateManagedAdminCredential(username: string, password: string): Promise<boolean> {	CODE
LOW	lib/server/auth.ts	445	async function authenticateLegacyAdminCredential(password: string): Promise<boolean> {	CODE
LOW	lib/server/auth.ts	506	export async function createSessionStatusResponse(request: NextRequest): Promise<NextResponse> {	CODE
LOW	lib/utils/video.ts	51	export function extractNumericResolutionLabel(	CODE
LOW	lib/utils/video.ts	67	export function extractPlaybackQualityLabel(	CODE
LOW	lib/utils/floating-button-position.ts	26	export function clampFloatingButtonPosition(	CODE
LOW	lib/utils/floating-button-position.ts	46	export function getDefaultFloatingButtonPosition(	CODE
LOW	lib/utils/floating-button-position.ts	87	export function getPositionFromFloatingButtonRatios(	CODE
LOW	lib/utils/m3u8-ad-signatures.ts	3	export function findDuplicateSignatureBlockIndices(blocks: Block[]): Set<number> {	CODE
LOW	lib/utils/m3u8-utils.ts	66	function isAuxiliaryAdMetadataLine(trimmedLine: string, normalizedKeywords: string[]): boolean {	CODE
LOW	lib/utils/m3u8-duration-grid.ts	45	export function isSmallIntegerDurationBlock(samples: DurationSample[]): boolean {	CODE
LOW	lib/utils/m3u-parser.ts	67	function looksLikeRelativeMediaPath(value: string): boolean {	CODE
LOW	lib/utils/m3u-parser.ts	239	export function extractPlaylistReferences(content: string, baseUrl?: string): PlaylistReference[] {	CODE
LOW	lib/hooks/useFloatingButtonPosition.ts	53	export function useFloatingButtonPosition({	CODE
LOW	lib/store/search-history-store.ts	123	export function useSearchHistoryStoreSelector(isPremium = false) {	CODE
LOW	lib/player/resolution-cache.ts	42	export function shouldReuseCachedResolution(	CODE
LOW	lib/player/resolution-probe-utils.ts	104	export function parseResolutionFromManifest(content: string, baseUrl?: string): ResolutionProbeLabel \| null {	CODE
LOW	lib/player/resolution-probe-utils.ts	145	export function extractVariantPlaylistUrls(content: string, baseUrl: string): string[] {	CODE
LOW	lib/player/danmaku-canvas-utils.ts	37	export function resolveDanmakuCanvasMetrics(	CODE
LOW	lib/player/danmaku-canvas-utils.ts	68	export function haveDanmakuCanvasMetricsChanged(	CODE
LOW	lib/player/source-list-utils.ts	15	export function shouldExpandForCurrentSource(	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	components/player/hooks/useDanmaku.ts	72	// Step 1: Search for the anime	COMMENT
LOW⚡	components/player/hooks/useDanmaku.ts	87	// Step 2: Match title	COMMENT
LOW⚡	components/player/hooks/useDanmaku.ts	95	// Step 3: Match episode	COMMENT
LOW⚡	components/player/hooks/useDanmaku.ts	103	// Step 4: Fetch comments	COMMENT

Structural Annotation Overuse4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	components/player/hooks/useDanmaku.ts	72	// Step 1: Search for the anime	COMMENT
LOW⚡	components/player/hooks/useDanmaku.ts	87	// Step 2: Match title	COMMENT
LOW⚡	components/player/hooks/useDanmaku.ts	95	// Step 3: Match episode	COMMENT
LOW⚡	components/player/hooks/useDanmaku.ts	103	// Step 4: Fetch comments	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	wrangler.toml	2	# This file provides compatibility settings for Cloudflare Pages deployment.	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/player/page.tsx	542	// Preserve playback position for seamless source switch	COMMENT

KuekHaoYang/KVideo

Open-Source Code Quality, Security and Technical Debt Review