1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

27.1K

Stars

TypeScript

Language

83.9K

Lines of Code

380

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 3.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 66 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 5.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 71 finding(s).

PR Review Velocity Impact 5.0/100 · LOW

Which changes need focused human review? 73 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 7LOW 66

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 73 distinct pattern matches across 4 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 Identifiers64 hits · 66 pts

Severity	File	Line	Snippet	Context
LOW	src/renderer/src/utils/startup.ts	19	export function markInitialContentPartReady(part: InitialContentPart): void {	CODE
LOW	src/renderer/src/hooks/use-dns-override-notice.tsx	10	export function useDnsOverrideAutoDisabledNotice(): void {	CODE
LOW	src/renderer/src/pages/network.tsx	133	function mergeNetworkInfoCardOrder(saved: string[] = []): NetworkInfoCardKey[] {	CODE
LOW	src/shared/appConfig.ts	15	export function normalizeYamlMaxAliasCount(value: unknown): number {	CODE
LOW	src/shared/appConfig.ts	55	export function getDefaultMihomoTunDevice(platform: NodeJS.Platform \| string): string {	CODE
LOW	src/shared/local-node/helpers.ts	40	export function listRequiredLocalNodeFields(type: string): LocalNodeFieldEntry[] {	CODE
LOW	src/shared/local-node/helpers.ts	44	export function listOptionalLocalNodeFields(type: string): LocalNodeFieldEntry[] {	CODE
LOW	src/shared/local-node/helpers.ts	61	export function listVisibleLocalNodeFields(type: string, added: readonly string[]): Set<string> {	CODE
LOW	src/shared/local-node/parse.ts	353	function mapShadowsocksPluginOptions(options: LocalObject): LocalObject {	CODE
LOW	src/main/index.ts	47	async function getWindowsPowerShellMajorVersion(): Promise<number \| null> {	CODE
LOW	src/main/index.ts	74	async function ensureSupportedWindowsPowerShell(): Promise<boolean> {	CODE
LOW	src/main/index.ts	176	function createRendererFirstContentWaiter(timeout = 10000): RendererFirstContentWaiter {	CODE
LOW	src/main/index.ts	250	async function ensureNoHighPrivilegeCore(isAdmin: boolean): Promise<boolean> {	CODE
LOW	src/main/core/manager.ts	139	export function completeCoreInitialization(canStart: boolean): void {	CODE
LOW	src/main/core/manager.ts	145	function ensureCoreOperationAllowed(): void {	CODE
LOW	src/main/core/manager.ts	891	function stopCoreProcessAndStreams(	CODE
LOW	src/main/core/manager.ts	920	async function cleanupStoppedCoreResources(): Promise<void> {	CODE
LOW	src/main/core/manager.ts	995	async function restartCoreAfterUnexpectedExit(): Promise<void> {	CODE
LOW	src/main/core/process.ts	183	export async function validateWindowsPipeAccess(pipePath: string): Promise<void> {	CODE
LOW	src/main/core/permissions.ts	24	export function setStopCoreBeforeAdminRestart(stopCore: StopCoreBeforeAdminRestart): void {	CODE
LOW	src/main/core/permissions.ts	72	export async function checkMihomoCorePermissions(): Promise<boolean> {	CODE
LOW	src/main/core/permissions.ts	128	async function checkHighPrivilegeMihomoProcess(): Promise<boolean> {	CODE
LOW	src/main/core/permissions.ts	348	export async function validateTunPermissionsOnStartup(	CODE
LOW	src/main/core/admin.ts	11	export function primeAdminPrivilegesCache(value: boolean): void {	CODE
LOW	src/main/core/factory.ts	101	function ensureSmartProxyServerTunExclude(profile: IMihomoConfig, enabled: boolean): string[] {	CODE
LOW	src/main/core/dnsOverrideGuard.ts	154	export async function takeDnsOverrideAutoDisabledNotice(): Promise<boolean> {	CODE
LOW	src/main/core/profileUpdater.ts	95	function scheduleDelayedCurrentUpdate(item: IProfileItem): void {	CODE
LOW	src/main/resolve/gistApi.ts	126	async function uploadRuntimeConfigContent(runtimeConfig: string): Promise<boolean> {	CODE
LOW	src/main/resolve/gistApi.ts	158	export async function uploadRuntimeConfigIfChanged(): Promise<void> {	CODE
LOW	src/main/resolve/gistApi.ts	181	export function scheduleRuntimeConfigUpload(): void {	CODE
LOW	src/main/resolve/tray.ts	662	function createMultiScaleTrayImage(icon: Electron.NativeImage): Electron.NativeImage {	CODE
LOW	src/main/resolve/tray.ts	759	function getCustomTrayIconForStatus(	CODE
LOW	src/main/resolve/tray.ts	775	function createCustomTrayImageForStatus(	CODE
LOW	src/main/resolve/backup.ts	32	function sanitizeDeviceNameForFilename(name: string): string {	CODE
LOW	src/main/resolve/backup.ts	190	export async function initWebdavBackupScheduler(): Promise<void> {	CODE
LOW	src/main/resolve/backup.ts	224	export async function stopWebdavBackupScheduler(): Promise<void> {	CODE
LOW	src/main/resolve/server.ts	97	export async function startSubStoreFrontendServer(): Promise<void> {	CODE
LOW	src/main/resolve/server.ts	111	export async function stopSubStoreFrontendServer(): Promise<void> {	CODE
LOW	src/main/resolve/server.ts	117	export async function startSubStoreBackendServer(): Promise<void> {	CODE
LOW	src/main/resolve/server.ts	163	export async function stopSubStoreBackendServer(): Promise<void> {	CODE
LOW	src/main/resolve/floatingWindow.ts	24	function restoreFloatingWindowPosition(): { x?: number; y?: number } {	CODE
LOW	src/main/resolve/plugin/index.ts	632	async function revokePluginDeviceUnlocked(	CODE
LOW	src/main/config/controledMihomo.ts	27	function cloneDefaultControledMihomoConfig(): Partial<IMihomoConfig> {	CODE
LOW	src/main/config/controledMihomo.ts	92	export async function patchControledMihomoConfig(patch: Partial<IMihomoConfig>): Promise<void> {	CODE
LOW	src/main/config/smartOverride.ts	10	function generateSmartOverrideTemplate(	CODE
LOW	src/main/config/profile.ts	74	async function removeProfileWorkDirWithPkexec(workDir: string): Promise<void> {	CODE
LOW	src/main/config/profile.ts	497	async function fetchAndValidateSubscription(options: FetchOptions): Promise<FetchResult> {	CODE
LOW	src/main/config/profile.ts	1115	export function isPluginProfileInvalidError(e: unknown): boolean {	CODE
LOW	src/main/config/profile.ts	1246	export async function syncPluginProfileSchedule(	CODE
LOW	src/main/config/profile.ts	1266	export async function removePluginProfileContent(profileId: string): Promise<void> {	CODE
LOW⚡	src/main/utils/logFile.ts	44	export function normalizeMaxLogFileSizeMB(value: unknown): number {	CODE
LOW⚡	src/main/utils/logFile.ts	50	export function setGlobalMaxLogFileSizeMB(value: unknown): void {	CODE
LOW⚡	src/main/utils/logFile.ts	55	export function getGlobalMaxLogFileSizeBytes(): number {	CODE
LOW	src/main/utils/logFile.ts	93	async function appendToFileWithLimitInternal(	CODE
LOW	src/main/utils/logFile.ts	185	export function createCappedLogWritableStream(	CODE
LOW	src/main/utils/logFile.ts	192	export function createCoreLogWritableStream(	CODE
LOW	src/main/utils/ipc.ts	210	async function installSpecificMihomoCore(version: string): Promise<void> {	CODE
LOW	src/main/utils/dirs.ts	105	export function controledMihomoConfigPath(): string {	CODE
LOW	src/main/local/providers.ts	5	export function normalizeLocalProviderOptions(value: LocalObject): LocalObject {	CODE
LOW	src/main/local/service.ts	73	export async function inheritLocalGeneralSettings(): Promise<void> {	CODE
4 more matches not shown…

Decorative Section Separators7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	…c/renderer/src/components/network/network-topology.tsx	17	// ─── Types ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…c/renderer/src/components/network/network-topology.tsx	32	// ─── Color helpers ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…c/renderer/src/components/network/network-topology.tsx	64	// ─── Hierarchy builder ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…c/renderer/src/components/network/network-topology.tsx	236	// ─── Text measurement ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…c/renderer/src/components/network/network-topology.tsx	247	// ─── Main component ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/src/pages/network.tsx	112	// ─── Latency ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/renderer/src/pages/network.tsx	245	// ─────────────────────────────────────────────────────────────────────────────	COMMENT

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/renderer/src/utils/init.ts	1	import { getPlatform, getVersion } from './ipc'	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/main/traffic/database-worker.ts	252	function handleRequest(request: TrafficDatabaseRequest): TrafficDatabaseResponse['result'] {	CODE

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