2.1

Adjusted Signal

2.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.8K

Stars

TypeScript

Language

139.8K

Lines of Code

2.3K

Files

278

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 9.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 272 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

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

Agent Over-Engineering Ratio 8.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 250 finding(s).

PR Review Velocity Impact 9.7/100 · LOW

Which changes need focused human review? 278 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 276

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 278 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 Identifiers250 hits · 254 pts

Severity	File	Line	Snippet	Context
LOW	test/utils.ts	63	async function ensureWasClientSideRouted(pageIdFirst: `/pages/${string}`) {	CODE
LOW	test/utils.ts	83	function expectPageContextJsonRequest(shouldExist: boolean) {	CODE
LOW	test/vike-react/.testRun.ts	224	async function ensureWasClientSideRouted(pageIdFirst: `/pages/${string}`) {	CODE
LOW	test/playground/e2e-test.ts	6	function testOtherFrameworkNavigation() {	CODE
LOW	test/playground/pages/e2e-test.ts	95	function testOnCreateGlobalContext(isDev: boolean) {	CODE
LOW	test/playground/pages/markdown/e2e-test.ts	50	async function workaroundPlaywrightRaceCondition() {	CODE
LOW	…st/playground/pages/config-meta/cumulative/e2e-test.ts	6	function testSettingInheritedByDescendants() {	CODE
LOW	…playground/pages/config-meta/default-clear/e2e-test.ts	6	function testDefaultAndClearSuffixes() {	CODE
LOW	test/vike-vue/.testRun.ts	240	async function ensureWasClientSideRouted(pageIdFirst: `/pages/${string}`) {	CODE
LOW	test/vike-solid/.testRun.ts	52	function testNavigationBetweenWithSSRAndWithoutSSR() {	CODE
LOW	test/vike-solid/.testRun.ts	187	async function ensureWasClientSideRouted(pageIdFirst: `/pages/${string}` \| `!/pages/${string}`) {	CODE
LOW	docs/components/UseVikeExtensionUiFramework.tsx	8	function UseVikeExtensionUiFramework({ featureName }: { featureName: string }) {	CODE
LOW	docs/components/RecommendationRouterLibraries.tsx	6	function RecommendationRouterLibraries({	CODE
LOW	docs/components/ViteLazyTranspilingContradiction.tsx	7	function ViteLazyTranspilingContradiction() {	CODE
LOW	…dex/sections/Stability/StableGraphic/EcoComponents.tsx	186	function createCategoryDecorations(seed: number): CategoryDecorations {	CODE
LOW	…dex/sections/Stability/StableGraphic/EcoComponents.tsx	200	function createComponentDecorations(componentNames: string[], seed: number): Record<string, number> {	CODE
LOW	…dex/sections/Stability/StableGraphic/EcoComponents.tsx	253	function createPseudoRandomNumberGenerator(seed: number) {	CODE
LOW	packages/vike/src/server/runtime/renderPageServer.ts	134	async function renderPageServerEntryOnce(	CODE
LOW	packages/vike/src/server/runtime/renderPageServer.ts	207	async function renderPageServerEntryRecursive(	CODE
LOW	packages/vike/src/server/runtime/renderPageServer.ts	343	function logWrongUsageAbortedErrorPage(errErrorPage: ErrorAbort, pageContext: PageContextBegin) {	CODE
LOW	packages/vike/src/server/runtime/renderPageServer.ts	426	function getPageContextHttpErrorFallback(err: unknown, pageContextBegin: PageContextBegin) {	CODE
LOW	packages/vike/src/server/runtime/renderPageServer.ts	689	function getPageContextSkipRequest(pageContextInit: PageContextInit, requestId: number) {	CODE
LOW	packages/vike/src/server/runtime/renderPageServer.ts	709	function getPageContextInvalidVikeConfig(err: unknown, pageContextInit: PageContextInit, requestId: number) {	CODE
LOW	packages/vike/src/server/runtime/globalContext.ts	117	async function getGlobalContextServerInternal() {	CODE
LOW	packages/vike/src/server/runtime/globalContext.ts	127	function getGlobalContextServerInternalOptional() {	CODE
LOW	packages/vike/src/server/runtime/globalContext.ts	142	function assertGlobalContextIsDefined() {	CODE
LOW	packages/vike/src/server/runtime/globalContext.ts	228	function assertIsNotInitializedYet() {	CODE
LOW	…/src/server/runtime/renderPageServer/isFontFallback.ts	16	function removeFileExtensionAndHash(assetUrl: string): string {	CODE
LOW	…rc/server/runtime/renderPageServer/resolveRedirects.ts	29	function getStaticRedirectsForPrerender(	CODE
LOW	…rc/server/runtime/renderPageServer/resolveRedirects.ts	50	function resolveRouteStringRedirect(urlSource: string, urlTarget: string, urlPathname: string): null \| string {	CODE
LOW	…src/server/runtime/renderPageServer/headersResponse.ts	20	function resolveHeadersResponseFinal(pageContext: PageContextHeadersResponse, statusCode: number) {	CODE
LOW⚡	…src/server/runtime/renderPageServer/headersResponse.ts	35	function resolveHeadersResponseSetCookie(pageContext: PageContextHeadersResponse) {	CODE
LOW⚡	…src/server/runtime/renderPageServer/headersResponse.ts	45	function getHeadersSetCookieAborted(pageContext: { pageContextsAborted: PageContextAborted[] }) {	CODE
LOW⚡	…src/server/runtime/renderPageServer/headersResponse.ts	52	async function resolveHeadersResponseEarly(pageContext: PageContextAfterPageEntryLoaded & PageContextCspNonce) {	CODE
LOW	…src/server/runtime/renderPageServer/headersResponse.ts	65	async function resolveHeadersResponseConfig(pageContext: PageContextAfterPageEntryLoaded): Promise<Headers> {	CODE
LOW	…/server/runtime/renderPageServer/createHttpResponse.ts	67	async function createHttpResponsePageHtml(	CODE
LOW	…/server/runtime/renderPageServer/createHttpResponse.ts	78	function createHttpResponsePageContent(	CODE
LOW	…/server/runtime/renderPageServer/createHttpResponse.ts	114	function createHttpResponseBaseIsMissing(urlOriginal: string, baseServer: string): HttpResponse {	CODE
LOW	…/server/runtime/renderPageServer/createHttpResponse.ts	141	function createHttpResponseErrorFallback(pageContext: {	CODE
LOW	…/server/runtime/renderPageServer/createHttpResponse.ts	171	function createHttpResponseErrorFallbackJson(pageContext: { pageContextsAborted: PageContextAborted[] }) {	CODE
LOW	…/server/runtime/renderPageServer/createHttpResponse.ts	177	async function createHttpResponsePageJson(	CODE
LOW	…/server/runtime/renderPageServer/createHttpResponse.ts	188	function createHttpResponseRedirect({ url, statusCode }: UrlRedirect, pageContextInit: PageContextBegin): HttpResponse {	CODE
LOW	…er/runtime/renderPageServer/createPageContextServer.ts	90	function createPageContextServerWithoutGlobalContext(pageContextInit: PageContextInit, requestId: number) {	CODE
LOW	…ckages/vike/src/server/runtime/renderPageServer/csp.ts	14	async function resolvePageContextCspNone(	CODE
LOW	…time/renderPageServer/loadPageConfigsLazyServerSide.ts	35	async function loadPageConfigsLazyServerSide(pageContext: PageContext_loadPageConfigsLazyServerSide) {	CODE
LOW	…server/runtime/renderPageServer/getHttpResponseBody.ts	61	function getHttpResponseBodyStreamHandlers(htmlRender: HtmlRender \| Uint8Array, renderHook: null \| RenderHook) {	CODE
LOW	…untime/renderPageServer/loadPageContextEnvironments.ts	21	async function loadPageContextEnvironments(	CODE
LOW	…time/renderPageServer/execHookDataAndOnBeforeRender.ts	7	async function execHookDataAndOnBeforeRender(	CODE
LOW	…untime/renderPageServer/handlePageContextRequestUrl.ts	20	function handlePageContextRequestUrl(url: string) {	CODE
LOW	…ver/getPageAssets/sortPageAssetsForEarlyHintsHeader.ts	7	async function sortPageAssetsForEarlyHintsHeader(pageAssets: PageAsset[], isProduction: boolean) {	CODE
LOW	…nderPageServer/getPageAssets/retrievePageAssetsProd.ts	108	function resolveIncludeAssetsImportedByServer(config: ConfigResolved): boolean {	CODE
LOW	…c/server/runtime/renderPageServer/html/injectAssets.ts	100	function injectAtStreamAfterFirstChunk(): null \| string {	CODE
LOW	…c/server/runtime/renderPageServer/html/injectAssets.ts	135	async function resolvePageContextPromise(pageContext: {	CODE
LOW	…er/runtime/renderPageServer/html/streamedValuesHtml.ts	84	async function writeStreamedValuesHtmlAtStreamEnd(	CODE
LOW	…er/runtime/renderPageServer/html/streamedValuesHtml.ts	105	async function getStreamedValuesLinesPrerendered(pageContext: PageContextStreamedValuesHtml): Promise<null \| string[]> {	CODE
LOW	…ike/src/server/runtime/renderPageServer/html/stream.ts	111	async function streamReadableNodeToString(readableNode: StreamReadableNode): Promise<string> {	CODE
LOW	…ike/src/server/runtime/renderPageServer/html/stream.ts	121	async function streamReadableWebToString(readableWeb: ReadableStream): Promise<string> {	CODE
LOW⚡	…ike/src/server/runtime/renderPageServer/html/stream.ts	180	async function stringToStreamReadableNode(str: string \| Uint8Array): Promise<StreamReadableNode> {	CODE
LOW⚡	…ike/src/server/runtime/renderPageServer/html/stream.ts	185	async function streamReadableWebToStreamReadableNode(stream: ReadableStream): Promise<StreamReadableNode> {	CODE
LOW⚡	…ike/src/server/runtime/renderPageServer/html/stream.ts	189	function stringToStreamReadableWeb(str: string \| Uint8Array): StreamReadableWeb {	CODE
190 more matches not shown…

Over-Commented Block20 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	…t/@cloudflare_vite-plugin_ud/worker-configuration.d.ts	7321	readonly mid: number	COMMENT
LOW	test/@cloudflare_vite-plugin/worker-configuration.d.ts	7321	readonly mid: number	COMMENT
LOW	…les/cloudflare-workers-react/worker-configuration.d.ts	7241	// The unique identifier (JWT ID) used by the client to authenticate, if token	COMMENT
LOW	…les/cloudflare-workers-react/worker-configuration.d.ts	7401	type MaybeProvider<T> = T extends object ? Provider<T> : unknown	COMMENT
LOW	packages/vike/src/server/runtime/page-files/setup.ts	1	import '../../assertEnvServer.js'	COMMENT
LOW	…ke/src/server/runtime/renderPageServer/addErrorHint.ts	201	// config_.logger.error = (msg, options) => {	COMMENT
LOW	…time/renderPageServer/html/injectAssets/getHtmlTags.ts	141		COMMENT
LOW	…time/renderPageServer/html/injectAssets/getHtmlTags.ts	241	// ```browser-console	COMMENT
LOW	packages/vike/src/utils/isScriptFile.ts	1	export { isScriptFile }	COMMENT
LOW	packages/vike/src/utils/isReact.ts	1	// There doesn't seem to be a reliable way to detect React:	COMMENT
LOW	…ckages/vike/src/shared-server-client/streamedValues.ts	1	// The wire format of streamed pageContext values: a ReadableStream, a Promise or an async iterable (e.g. an async	COMMENT
LOW	packages/vike/src/shared-server-client/abort.ts	1	// TO-DO/next-major-release: Move all universal imports (when using Client Routing) to:	COMMENT
LOW	…/src/shared-server-client/getPageContextUrlComputed.ts	81	_urlRewrite?: string	COMMENT
LOW	packages/vike/src/shared-server-client/route/routing.ts	1	// TO-DO/next-major-release: move	COMMENT
LOW	…s/vike/src/node/vite/plugins/pluginDev/optimizeDeps.ts	41	// https://github.com/vikejs/vike-photon/blob/e11edb617ae44da6c1748222c387b10bf3fa5495/packages/vike-photon/src/plugi	COMMENT
LOW	…n-runnable-dev/pluginReplaceConstantsNonRunnableDev.ts	41	// const distFileIsNonRunnableDev = requireResolveDistFile('dist/utils/isNonRunnableDevProcess.js')	COMMENT
LOW	…ite/shared/resolveVikeConfigInternal/pointerImports.ts	1	export { transformPointerImports }	COMMENT
LOW	…/src/client/runtime-client-routing/renderPageClient.ts	361	// When the normal page threw an error:	COMMENT
LOW	…/src/client/runtime-client-routing/renderPageClient.ts	941	} else {	COMMENT
LOW	…ke/src/client/runtime-client-routing/initOnPopState.ts	1	export { initOnPopState }	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/vike/src/utils/getBetterError.spec.ts	4	// AUTO-GENERATED by AI	COMMENT

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	test/vike-react/pages/starship/+Layout.tsx	55	Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum	CODE
LOW	test/vike-react/pages/starship/+Layout.tsx	55	Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum	CODE
LOW	test/vike-vue/pages/starship/DummyText.vue	4	Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis	CODE
LOW	test/vike-vue/pages/starship/DummyText.vue	4	Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum sociis	CODE
LOW	test/vike-solid/pages/starship/+Layout.tsx	63	Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum	CODE
LOW	test/vike-solid/pages/starship/+Layout.tsx	63	Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aenean commodo ligula eget dolor. Aenean massa. Cum	CODE

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/vike-vue/pages/client-only/+Page.vue	24	<!-- if the component uses the #fallback slot you can use #client-only-fallback -->	CODE

vikejs/vike

Open-Source Code Quality, Security and Technical Debt Review