0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.4K

Stars

TypeScript

Language

79.5K

Lines of Code

786

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 3.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 51 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 3.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 47 finding(s).

PR Review Velocity Impact 3.8/100 · LOW

Which changes need focused human review? 57 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 1MEDIUM 0LOW 56

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 57 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 Identifiers47 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	src/plugins/messageLinkEmbeds/index.tsx	292	function getChannelLabelAndIconUrl(channel: Channel) {	CODE
LOW	src/plugins/messageLinkEmbeds/index.tsx	298	function ChannelMessageEmbedAccessory({ message, channel }: MessageEmbedProps): JSX.Element \| null {	CODE
LOW	src/plugins/consoleShortcuts/native.ts	9	export function initDevtoolsOpenEagerLoad(e: IpcMainInvokeEvent) {	CODE
LOW	src/plugins/translate/languages.ts	306	export function deeplLanguageToGoogleLanguage(language: string) {	CODE
LOW	src/plugins/translate/TranslateIcon.tsx	45	function AutoTranslateConfirmModal(props: RenderModalProps) {	CODE
LOW	src/plugins/translate/native.ts	9	export async function makeDeeplTranslateRequest(_: IpcMainInvokeEvent, pro: boolean, apiKey: string, payload: string) {	CODE
LOW	src/plugins/xsOverlay/index.tsx	321	function shouldIgnoreForChannelType(channel: Channel) {	CODE
LOW	src/plugins/silentMessageToggle/index.tsx	44	function SilentMessageDisabledIcon() {	CODE
LOW	src/plugins/fixSpotifyEmbeds.desktop/native.ts	13	function cleanUpAndGetSpotifyFrames() {	CODE
LOW	src/plugins/showConnections/index.tsx	97	function CompactConnectionComponent({ connection, theme }: { connection: ConnectedAccount, theme: string; }) {	CODE
LOW	src/plugins/clientTheme/utils/styleUtils.ts	17	export function createOrUpdateThemeColorVars(color: string) {	CODE
LOW	src/plugins/clientTheme/utils/styleUtils.ts	39	function getOrCreateStyle(styleId: StyleId) {	CODE
LOW	src/plugins/expressionManager/index.tsx	73	function buildManageExpressionItems(id: string, type: string) {	CODE
LOW	src/plugins/fakeProfileThemes/index.tsx	104	function SettingsAboutComponentWrapper() {	CODE
LOW	…missionsViewer/components/RolesAndUsersPermissions.tsx	46	function RolesAndUsersPermissionsComponent({ permissions, guild, modalProps, header }: { permissions: Array<RoleOrUserPe	CODE
LOW	…missionsViewer/components/RolesAndUsersPermissions.tsx	286	export default function openRolesAndUsersPermissionsModal(permissions: Array<RoleOrUserPermission>, guild: Guild, header	CODE
LOW	src/plugins/pinDms/data.ts	56	export function removeChannelFromCategory(channelId: string) {	CODE
LOW	src/plugins/pinDms/data.ts	86	export function getAllUncollapsedChannels() {	CODE
LOW	src/plugins/musicRichPresence/index.tsx	239	function CustomInstanceAboutComponent() {	CODE
LOW	src/plugins/musicRichPresence/listenbrainz.ts	23	export function invalidateListenBrainzCache() {	CODE
LOW	src/plugins/musicRichPresence/listenbrainz.ts	30	function fallbackToYoutubeThumbnail(originUrl: string \| undefined): string \| undefined {	CODE
LOW	src/plugins/platformIndicators/index.tsx	210	function CurrentUserPlatformIndicators({ small }: { small: boolean; }) {	CODE
LOW	src/plugins/platformIndicators/index.tsx	215	function OtherUserPlatformIndicators({ user, small = false }: { user: User; small?: boolean; }) {	CODE
LOW	…/decor/ui/components/DecorDecorationGridDecoration.tsx	21	export default function DecorDecorationGridDecoration(props: DecorDecorationGridDecorationProps) {	CODE
LOW	src/plugins/decor/lib/stores/UsersDecorationsStore.ts	96	export function useUserDecorAvatarDecoration(user?: User): AvatarDecoration \| null \| undefined {	CODE
LOW	src/plugins/decor/lib/utils/decoration.ts	15	export function decorationToAvatarDecoration(decoration: Decoration): AvatarDecoration {	CODE
LOW	src/plugins/betterRoleContext/index.tsx	79	export function buildExtraRoleContextMenuItems(role: Role, guild: Guild, popoutRef?: React.RefObject<any>) {	CODE
LOW	src/plugins/ircColors/index.ts	26	function calculateNameColorForUser(id?: string) {	CODE
LOW	src/utils/discord.tsx	110	export function insertTextIntoChatInputBox(text: string) {	CODE
LOW	src/webpack/patchWebpack.ts	290	function proxyFactoryAndUpdateExisting(moduleFactories: AnyWebpackRequire["m"], moduleId: PropertyKey, newFactory: AnyMo	CODE
LOW	src/webpack/webpack.ts	153	function makePropertyNonEnumerable(target: Record<PropertyKey, any>, key: PropertyKey) {	CODE
LOW	…ponents/settings/tabs/vencord/NotificationSettings.tsx	38	export function openNotificationSettingsModal() {	CODE
LOW	src/api/ContextMenu.ts	62	export function addGlobalContextMenuPatch(patch: GlobalContextMenuPatchCallback) {	CODE
LOW	src/api/ContextMenu.ts	85	export function removeGlobalContextMenuPatch(patch: GlobalContextMenuPatchCallback): boolean {	CODE
LOW	src/api/ContextMenu.ts	95	export function findGroupChildrenByChildId(id: string \| string[], children: Array<ReactElement<any> \| null \| undefined>,	CODE
LOW	src/api/MessagePopover.tsx	68	export function removeMessagePopoverButton(identifier: string) {	CODE
LOW⚡	src/api/MessageEvents.ts	94	export function addMessagePreSendListener(listener: MessageSendListener) {	CODE
LOW⚡	src/api/MessageEvents.ts	101	export function addMessagePreEditListener(listener: MessageEditListener) {	CODE
LOW⚡	src/api/MessageEvents.ts	105	export function removeMessagePreSendListener(listener: MessageSendListener) {	CODE
LOW⚡	src/api/MessageEvents.ts	108	export function removeMessagePreEditListener(listener: MessageEditListener) {	CODE
LOW	src/api/MessageEvents.ts	135	export function removeMessageClickListener(listener: MessageClickListener) {	CODE
LOW	src/api/PluginManager.ts	133	export function startDependenciesRecursive(p: Plugin) {	CODE
LOW	src/api/PluginManager.ts	161	export function subscribePluginFluxEvents(p: Plugin, fluxDispatcher: typeof FluxDispatcher) {	CODE
LOW	src/api/PluginManager.ts	183	export function unsubscribePluginFluxEvents(p: Plugin, fluxDispatcher: typeof FluxDispatcher) {	CODE
LOW	src/api/PluginManager.ts	194	export function subscribeAllPluginsFluxEvents(fluxDispatcher: typeof FluxDispatcher) {	CODE
LOW	src/api/MemberListDecorators.tsx	41	export function removeMemberListDecorator(identifier: string) {	CODE
LOW	src/api/Themes.ts	158	export function removeThemeChangeListener(listener: () => void) {	CODE

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	src/plugins/reviewDB/components/ReviewsView.tsx	119	<Paragraph className={cl("placeholder")}>	CODE
LOW	src/plugins/musicRichPresence/index.tsx	216	value: "placeholder"	CODE
LOW	src/plugins/musicRichPresence/index.tsx	333	if (settings.store.missingArt === "placeholder")	CODE
LOW	src/plugins/musicRichPresence/index.tsx	334	return "placeholder";	CODE
LOW	src/utils/types.ts	356	export interface PluginSettingComponentDef extends Omit<PluginSettingDefCommon, "description" \| "placeholder" \| "display	CODE
LOW	…components/settings/tabs/plugins/components/Common.tsx	29	export type ComponentSettingProps<T extends Omit<PluginSettingDefCommon, "description" \| "placeholder">> = SettingBasePr	CODE

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	CONTRIBUTING.md	13	- AI slop will result in a block. If code or text you submit is clearly generated by AI without human review and cle	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	browser/userscript.meta.js	1	// ==UserScript==	COMMENT
LOW	browser/userscript.meta.js	21		COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ckages/discord-types/src/common/messages/Commands.d.ts	31	// TODO: implement	COMMENT

Vendicated/Vencord

Open-Source Code Quality, Security and Technical Debt Review