1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.6K

Stars

TypeScript

Language

176.5K

Lines of Code

838

Files

329

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 50 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.6/100 · LOW

Are imports declared and package/API names verified? 279 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 35 finding(s).

PR Review Velocity Impact 9.1/100 · LOW

Which changes need focused human review? 329 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 1LOW 327

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 329 distinct pattern matches across 7 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.

Fake / Example Data279 hits · 280 pts

Severity	File	Line	Snippet	Context
LOW	public/locales/sk/gamepage.json	242	"placeholder": {	CODE
LOW	public/locales/sk/gamepage.json	340	"placeholder": {	CODE
LOW	public/locales/sk/translation.json	521	"placeholder": "Sem vložte argumenty spúšťača",	CODE
LOW	public/locales/sk/translation.json	560	"placeholder": {	CODE
LOW	public/locales/sk/translation.json	720	"placeholder": "Vyberte presný priečinok na uloženie hier",	CODE
LOW	public/locales/sk/translation.json	919	"placeholder": "",	CODE
LOW	public/locales/uz/gamepage.json	3	"placeholder": {	CODE
LOW	public/locales/uz/translation.json	564	"placeholder": "Launcher argumentlarini bu yerga qo'ying",	CODE
LOW	public/locales/uz/translation.json	603	"placeholder": {	CODE
LOW	public/locales/uz/translation.json	759	"placeholder": "Aniq saqlash o'yinlari papkasini tanlang",	CODE
LOW	public/locales/uz/translation.json	943	"placeholder": "",	CODE
LOW	public/locales/pl/gamepage.json	269	"placeholder": {	CODE
LOW	public/locales/pl/gamepage.json	371	"placeholder": {	CODE
LOW	public/locales/pl/translation.json	547	"placeholder": "Wstaw tutaj argumenty uruchamiania",	CODE
LOW	public/locales/pl/translation.json	586	"placeholder": {	CODE
LOW	public/locales/pl/translation.json	747	"placeholder": "Wybierz folder zapisu gier",	CODE
LOW	public/locales/pl/translation.json	959	"placeholder": "Wprowadź swój klucz API SteamGridDB",	CODE
LOW	public/locales/vi/gamepage.json	244	"placeholder": {	CODE
LOW	public/locales/vi/gamepage.json	342	"placeholder": {	CODE
LOW	public/locales/vi/translation.json	521	"placeholder": "Thêm Đối Số Trình Khởi Chạy ở đây",	CODE
LOW	public/locales/vi/translation.json	560	"placeholder": {	CODE
LOW	public/locales/vi/translation.json	720	"placeholder": "Chọn thư mục lưu trò chơi chính xác",	CODE
LOW	public/locales/vi/translation.json	912	"placeholder": "",	CODE
LOW	public/locales/sv/gamepage.json	247	"placeholder": {	CODE
LOW	public/locales/sv/gamepage.json	349	"placeholder": {	CODE
LOW	public/locales/sv/translation.json	525	"placeholder": "Ange argument för startprogrammet",	CODE
LOW	public/locales/sv/translation.json	564	"placeholder": {	CODE
LOW	public/locales/sv/translation.json	724	"placeholder": "Ange exakt mapp för sparfiler",	CODE
LOW	public/locales/sv/translation.json	923	"placeholder": "Ange din API-nyckel för SteamGridDB här",	CODE
LOW	public/locales/ga/gamepage.json	292	"placeholder": {	CODE
LOW	public/locales/ga/gamepage.json	365	"placeholder": {	CODE
LOW	public/locales/ga/translation.json	293	"placeholder": {	CODE
LOW	public/locales/ga/translation.json	475	"placeholder": "Roghnaigh an fillteán cluichí sábhála cruinn",	CODE
LOW	public/locales/ga/translation.json	806	"placeholder": "Cuir na hargóintí tosaitheora anseo",	CODE
LOW	public/locales/ga/translation.json	967	"placeholder": "Cuir isteach d’Eochair API SteamGridDB anseo",	CODE
LOW	public/locales/he/gamepage.json	129	"placeholder": {	CODE
LOW	public/locales/he/gamepage.json	341	"placeholder": {	CODE
LOW	public/locales/he/translation.json	452	"placeholder": "בחרו את תיקיית המשחקים המדויקת",	CODE
LOW	public/locales/he/translation.json	727	"placeholder": "שימו פה ארגומנטים של הלאוונצר",	CODE
LOW	public/locales/he/translation.json	765	"placeholder": {	CODE
LOW	public/locales/he/translation.json	882	"placeholder": "",	CODE
LOW	public/locales/be/gamepage.json	267	"placeholder": {	CODE
LOW	public/locales/be/gamepage.json	366	"placeholder": {	CODE
LOW	public/locales/be/translation.json	530	"placeholder": "Змесціце сюды аргументы праграмы запуску",	CODE
LOW	public/locales/be/translation.json	569	"placeholder": {	CODE
LOW	public/locales/be/translation.json	729	"placeholder": "Выберыце дакладную папку захаванняў гульні",	CODE
LOW	public/locales/be/translation.json	930	"placeholder": "",	CODE
LOW	public/locales/da/gamepage.json	292	"placeholder": {	CODE
LOW	public/locales/da/gamepage.json	353	"placeholder": {	CODE
LOW	public/locales/da/translation.json	457	"placeholder": "Vælg den nøjagtige gemte spilmappe",	CODE
LOW	public/locales/da/translation.json	735	"placeholder": "",	CODE
LOW	public/locales/da/translation.json	805	"placeholder": "Sæt Launcher-argumenterne her",	CODE
LOW	public/locales/da/translation.json	940	"placeholder": {	CODE
LOW	public/locales/pt_BR/gamepage.json	269	"placeholder": {	CODE
LOW	public/locales/pt_BR/gamepage.json	376	"placeholder": {	CODE
LOW	public/locales/pt_BR/translation.json	537	"placeholder": "Adicione os argumentos de inicialização aqui",	CODE
LOW	public/locales/pt_BR/translation.json	576	"placeholder": {	CODE
LOW	public/locales/pt_BR/translation.json	736	"placeholder": "Selecione a pasta exata com os saves",	CODE
LOW	public/locales/pt_BR/translation.json	949	"placeholder": "Insira aqui sua chave de API do SteamGridDB",	CODE
LOW	public/locales/ja/gamepage.json	247	"placeholder": {	CODE
219 more matches not shown…

Hyper-Verbose Identifiers35 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	meta/lintTranslations.ts	55	function checkStringValueAgainstEnglish(	CODE
LOW	e2e/helpers.ts	49	async function resetLegendaryCommandStub(app: ElectronApplication) {	CODE
LOW	…rontend/screens/Settings/sections/SystemInfo/index.tsx	54	function SteamDeckSystemSpecifications({	CODE
LOW	…d/screens/Settings/sections/AdvancedSettings/index.tsx	149	async function cancelEosOverlayInstallOrUpdate() {	CODE
LOW	…d/screens/Settings/sections/AdvancedSettings/index.tsx	164	async function checkForEosOverlayUpdates() {	CODE
LOW	…brary/components/InstallModal/DownloadDialog/index.tsx	195	async function confirmInstallBrokenAnticheat(path?: string) {	CODE
LOW	…nd/screens/Game/ModifyInstallModal/Legendary/index.tsx	11	export default function LegendaryModifyInstallModal({	CODE
LOW	src/frontend/helpers/index.ts	137	function getPreferredInstallLanguage(	CODE
LOW	src/frontend/helpers/library.ts	268	async function checkLaunchOptionsAndLaunch({	CODE
LOW	src/backend/save_sync.ts	36	async function getDefaultLegendarySavePath(appName: string): Promise<string> {	CODE
LOW	src/backend/launcher.ts	1018	function getKnownFixesEnvVariables(appName: string, runner: Runner) {	CODE
LOW	src/backend/launcher.ts	1841	function getRunnerCallWithoutCredentials(	CODE
LOW	src/backend/protocol.ts	35	export function shouldHideWindowForProtocolArgs(args: string[]): boolean {	CODE
LOW	src/backend/constants/environment.ts	9	function readFlatpakRuntimeVersion() {	CODE
LOW	src/backend/utils/compatibility_layers.ts	363	export async function getGamePortingToolkitWine(): Promise<	CODE
LOW	src/backend/utils/compatibility_layers.ts	413	export async function getSystemGamePortingToolkitWine(): Promise<	CODE
LOW	src/backend/utils/systeminfo/gpu/windows.ts	73	function getFormattedDriverVersion(	CODE
LOW	src/backend/utils/systeminfo/gpu/pci_ids.ts	78	async function populateDeviceAndVendorName(	CODE
LOW	src/backend/utils/os/path/index.ts	11	async function searchForExecutableOnPath(	CODE
LOW	src/backend/wine/manager/utils.ts	87	export async function updateWineListsIfOutdated(releasesData: ReleasesInfo) {	CODE
LOW	src/backend/wiki_game_info/applegamingwiki/utils.ts	10	export async function getInfoFromAppleGamingWiki(	CODE
LOW	src/backend/shortcuts/shortcuts/macos_shortcut.ts	1	function buildMacOsShortcutLaunchCommand(	CODE
LOW	src/backend/shortcuts/nonesteamgame/nonesteamgame.ts	202	function hasParameterCaseInsensitive(object: ShortcutEntry, key: string) {	CODE
LOW	src/backend/shortcuts/nonesteamgame/nonesteamgame.ts	369	function enableSteamClientApiOnNextStart(steamPath: string) {	CODE
LOW	src/backend/shortcuts/nonesteamgame/nonesteamgame.ts	418	function checkIfShortcutObjectIsValid(	CODE
LOW	src/backend/shortcuts/nonesteamgame/nonesteamgame.ts	558	async function addNonSteamGameViaSteamClient(props: {	CODE
LOW	src/backend/shortcuts/nonesteamgame/nonesteamgame.ts	869	async function removeNonSteamGameViaSteamClient(props: {	CODE
LOW	src/backend/shortcuts/nonesteamgame/steamUrlHandler.ts	46	async function addNonSteamGameViaUrlHandler(props: {	CODE
LOW	src/backend/shortcuts/nonesteamgame/steamUrlHandler.ts	101	function removeSteamShortcutWrapper(gameInfo: {	CODE
LOW	src/backend/shortcuts/nonesteamgame/steamClient.ts	36	async function getSharedJSContextSocketUrl(): Promise<string \| null> {	CODE
LOW	src/backend/shortcuts/nonesteamgame/steamClient.ts	65	async function isSteamClientApiAvailable(): Promise<boolean> {	CODE
LOW	src/backend/shortcuts/nonesteamgame/steamClient.ts	184	async function addShortcutViaSteamClient(props: {	CODE
LOW	src/backend/shortcuts/nonesteamgame/steamClient.ts	213	async function removeShortcutViaSteamClient(appId: number): Promise<void> {	CODE
LOW	src/backend/shortcuts/nonesteamgame/steamClient.ts	229	async function setShortcutArtworkViaSteamClient(props: {	CODE
LOW	src/backend/storeManagers/gog/redist.ts	114	export function createRedistDMQueueElement(): DMQueueElement {	CODE

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	i18next-parser.config.js	1	module.exports = {	COMMENT
LOW	src/frontend/screens/Discounts/helpers.ts	61	// Translation keys below are referenced via template literals, so list them	COMMENT
LOW	src/frontend/screens/Discounts/helpers.ts	81	// t('discounts.region.countries.NL', 'Netherlands')	COMMENT
LOW	src/frontend/helpers/gamepad.ts	741	// const axes = controller.axes	COMMENT
LOW	src/frontend/helpers/gamepad_layouts/nintendo.ts	121	dPadAxis = axes[9]	COMMENT
LOW	src/backend/backend_events.ts	21	wineVersionInstalled: (versionInfo: WineVersionInfo, path: string) => void	COMMENT
LOW	src/backend/utils.ts	1141	// we have to iterate over every line (we can't just look at the last	COMMENT
LOW	src/webviewPreload/index.ts	1	// Preload script injected into store webviews (Epic, GOG, Amazon, Zoom).	COMMENT
LOW	src/common/typedefs/vite.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	src/preload/api/misc.ts	61		COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	.github/pull_request_template.md	6	"AI used for feedback on exact implementation", "AI used for boilerplate in <file(s)>", "Entirely generated by AI")	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…frontend/screens/Game/ModifyInstallModal/GOG/index.tsx	151	// TODO: Handle error	COMMENT
LOW	src/backend/tools/index.ts	83	// TODO: implement proper use of the -builtin using the WINEDLLPATH_PREPEND	COMMENT

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/backend/storeManagers/zoom/games.ts	294	await pipeline(response.data, createWriteStream(downloadPath)) // Use pipeline for robust stream handling	CODE

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/backend/logger/log_writer.ts	68	// NOTE: This function needs to be synchronous since, in practice, most	COMMENT

Heroic-Games-Launcher/HeroicGamesLauncher

Open-Source Code Quality, Security and Technical Debt Review