0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

50.5K

Stars

TypeScript

Language

441.7K

Lines of Code

4.9K

Files

126

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 1.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 92 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 34 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 60 finding(s).

PR Review Velocity Impact 1.5/100 · LOW

Which changes need focused human review? 126 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 1HIGH 0MEDIUM 1LOW 124

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 126 distinct pattern matches across 6 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 Identifiers60 hits · 62 pts

Severity	File	Line	Snippet	Context
LOW	…lte/reference/functions/defaultShouldDehydrateQuery.md	9	function defaultShouldDehydrateQuery(query: Query): boolean;	CODE
LOW	…/reference/functions/defaultShouldDehydrateMutation.md	9	function defaultShouldDehydrateMutation(mutation: Mutation): boolean;	CODE
LOW	…lit/reference/functions/defaultShouldDehydrateQuery.md	9	function defaultShouldDehydrateQuery(query: Query): boolean;	CODE
LOW	…/lit/reference/functions/registerDefaultQueryClient.md	9	function registerDefaultQueryClient(client: QueryClient): void;	CODE
LOW	…/reference/functions/defaultShouldDehydrateMutation.md	9	function defaultShouldDehydrateMutation(mutation: Mutation): boolean;	CODE
LOW	…it/reference/functions/unregisterDefaultQueryClient.md	9	function unregisterDefaultQueryClient(client: QueryClient): void;	CODE
LOW	…vue/reference/functions/defaultShouldDehydrateQuery.md	9	function defaultShouldDehydrateQuery(query: Query): boolean;	CODE
LOW	…/reference/functions/defaultShouldDehydrateMutation.md	9	function defaultShouldDehydrateMutation(mutation: Mutation): boolean;	CODE
LOW	…lar/reference/functions/defaultShouldDehydrateQuery.md	9	function defaultShouldDehydrateQuery(query: Query): boolean;	CODE
LOW	…/reference/functions/defaultShouldDehydrateMutation.md	9	function defaultShouldDehydrateMutation(mutation: Mutation): boolean;	CODE
LOW	…lid/reference/functions/defaultShouldDehydrateQuery.md	9	function defaultShouldDehydrateQuery(query: Query): boolean;	CODE
LOW	…/reference/functions/defaultShouldDehydrateMutation.md	9	function defaultShouldDehydrateMutation(mutation: Mutation): boolean;	CODE
LOW	…act/reference/functions/defaultShouldDehydrateQuery.md	9	function defaultShouldDehydrateQuery(query: Query): boolean;	CODE
LOW	…/reference/functions/defaultShouldDehydrateMutation.md	9	function defaultShouldDehydrateMutation(mutation: Mutation): boolean;	CODE
LOW	…eact/reference/functions/useQueryErrorResetBoundary.md	9	function useQueryErrorResetBoundary(): QueryErrorResetBoundaryValue;	CODE
LOW	…act/reference/functions/defaultShouldDehydrateQuery.md	9	function defaultShouldDehydrateQuery(query: Query): boolean;	CODE
LOW	…/reference/functions/defaultShouldDehydrateMutation.md	9	function defaultShouldDehydrateMutation(mutation: Mutation): boolean;	CODE
LOW	…eact/reference/functions/useQueryErrorResetBoundary.md	11	function useQueryErrorResetBoundary(): QueryErrorResetBoundaryValue;	CODE
LOW	examples/lit/pagination/src/services/projects/api.ts	109	export async function armNextProjectMutationFailureOnServer(): Promise<void> {	CODE
LOW⚡	examples/lit/ssr/src/app.ts	9	function incrementSsrQueryControllerCreationCount(	CODE
LOW⚡	examples/lit/ssr/src/app.ts	18	export function resetSsrQueryControllerCreationCount(	CODE
LOW⚡	examples/lit/ssr/src/app.ts	24	export function getSsrQueryControllerCreationCount(	CODE
LOW	scripts/generate-docs.ts	38	function simplifyLitQueriesControllerTypes(	CODE
LOW	scripts/generate-docs.ts	79	async function trimTrailingWhitespaceInMarkdown(outputDir: string) {	CODE
LOW	scripts/generate-docs.ts	105	async function addRedirectFromToFileFrontmatter(	CODE
LOW	scripts/generate-docs.ts	127	async function addRedirectFromToFrontmatter(	CODE
LOW	scripts/generate-docs.ts	139	async function generatePackageReferenceDocs(pkg: PackageReferenceDocsConfig) {	CODE
LOW	packages/preact-query/src/__tests__/utils.tsx	47	export function mockOnlineManagerIsOnline(	CODE
LOW	…move-overloads/__testfixtures__/bug-reports.output.tsx	14	export function useDetailsContainsIdentifierAsThirdArgument({ groupId }: { groupId?: string }): any {	CODE
LOW	…move-overloads/__testfixtures__/bug-reports.output.tsx	47	export function useDeleteSomethingWithOnError(): any {	CODE
LOW	…emove-overloads/__testfixtures__/bug-reports.input.tsx	12	export function useDetailsContainsIdentifierAsThirdArgument({ groupId }: { groupId?: string }): any {	CODE
LOW	…emove-overloads/__testfixtures__/bug-reports.input.tsx	39	export function useDeleteSomethingWithOnError(): any {	CODE
LOW	packages/react-query/src/__tests__/utils.tsx	46	export function mockOnlineManagerIsOnline(	CODE
LOW	packages/lit-query/src/context.ts	31	export function registerDefaultQueryClient(client: QueryClient): void {	CODE
LOW	packages/lit-query/src/context.ts	43	export function unregisterDefaultQueryClient(client: QueryClient): void {	CODE
LOW	packages/lit-query/src/context.ts	81	export function createMissingQueryClientError(): Error {	CODE
LOW	packages/lit-query/src/context.ts	90	function createAmbiguousQueryClientError(): Error {	CODE
LOW	packages/lit-query/src/createQueriesController.ts	224	function createPendingQueryObserverResult(): QueryObserverResult {	CODE
LOW	packages/lit-query/src/createQueriesController.ts	263	function createPlaceholderQueryObserverResult(	CODE
LOW	…-next-experimental/src/ReactQueryStreamedHydration.tsx	30	export function ReactQueryStreamedHydration(props: {	CODE
LOW	…uery-next-experimental/src/HydrationStreamProvider.tsx	86	function UseClientHydrationStreamProvider(props: {	CODE
LOW	packages/query-sync-storage-persister/src/index.ts	53	export function createSyncStoragePersister({	CODE
LOW	packages/query-persist-client-core/src/persist.ts	125	export async function persistQueryClientRestore({	CODE
LOW	packages/query-persist-client-core/src/persist.ts	190	export function persistQueryClientSubscribe(	CODE
LOW	packages/solid-query/src/useBaseQuery.ts	215	function setStateWithReconciliation(res: typeof observerResult) {	CODE
LOW	packages/solid-query/src/__tests__/utils.tsx	39	export function mockOnlineManagerIsOnline(	CODE
LOW	packages/query-devtools/src/utils.tsx	96	export function getQueryStatusColorByLabel(label: QueryStatusLabel) {	CODE
LOW	…vtools/src/providers/DevtoolsSubscriptionsProvider.tsx	17	export function DevtoolsSubscriptionsProvider(props: ParentProps) {	CODE
LOW	…perimental/src/__tests__/inject-devtools-panel.test.ts	26	function MockTanstackQueryDevtoolsPanel() {	CODE
LOW	…query-experimental/src/__tests__/with-devtools.test.ts	36	function MockTanstackQueryDevtools() {	CODE
LOW	…t-plugin-query/src/utils/detect-react-query-imports.ts	30	export function detectTanstackQueryImports(create: EnhancedCreate): Create {	CODE
LOW	…ery/src/__tests__/mutation-property-order.rule.test.ts	41	export function generateInvalidPermutations(	CODE
LOW	…c/__tests__/infinite-query-property-order.rule.test.ts	41	export function generateInvalidPermutations(	CODE
LOW	…uery/src/rules/exhaustive-deps/exhaustive-deps.rule.ts	229	function dereferenceVariablesAndTypeAssertions(	CODE
LOW	…ules/prefer-query-options/prefer-query-options.rule.ts	95	function reportInlineFilterQueryKey(node: TSESTree.Node): void {	CODE
LOW	…ules/prefer-query-options/prefer-query-options.rule.ts	239	function getReturnedObjectExpressions(	CODE
LOW	packages/query-core/src/hydration.ts	209	export function defaultShouldDehydrateMutation(mutation: Mutation) {	CODE
LOW	packages/query-core/src/hydration.ts	219	export function defaultShouldDehydrateQuery(query: Query) {	CODE
LOW	packages/query-core/src/__tests__/utils.ts	6	export function mockOnlineManagerIsOnline(	CODE
LOW	…ckages/query-core/src/__tests__/streamedQuery.test.tsx	20	function createAsyncNumberGenerator(amount: number, start = 0) {	CODE

Fake / Example Data33 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	…preact/reference/interfaces/UseSuspenseQueryOptions.md	11	and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so those options	CODE
LOW	…eference/interfaces/UseSuspenseInfiniteQueryOptions.md	11	`throwOnError`, and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so	CODE
LOW	docs/framework/react/guides/placeholder-query-data.md	19	When we use `placeholderData`, our Query will not be in a `pending` state - it will start out as being in `success` stat	CODE
LOW	…/react/reference/interfaces/UseSuspenseQueryOptions.md	11	and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so those options	CODE
LOW	…eference/interfaces/UseSuspenseInfiniteQueryOptions.md	11	`throwOnError`, and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so	CODE
LOW	packages/preact-query/src/types.ts	181	* and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so those options	COMMENT
LOW	packages/preact-query/src/types.ts	261	* `throwOnError`, and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so	COMMENT
LOW	packages/preact-query/src/__tests__/useQuery.test.tsx	4229	placeholderData: 'placeholder',	CODE
LOW	packages/preact-query/src/__tests__/useQuery.test.tsx	4251	data: 'placeholder',	CODE
LOW	packages/preact-query/src/__tests__/useQuery.test.tsx	4272	placeholderData: 'placeholder',	CODE
LOW	packages/preact-query/src/__tests__/useQuery.test.tsx	4300	data: 'placeholder',	CODE
LOW	packages/preact-query/src/__tests__/useQuery.test.tsx	4308	data: 'placeholder',	CODE
LOW	…preact-query/src/__tests__/useSuspenseQueries.test.tsx	300	sleep(localDuration).then(() => ({ name: 'John Doe', age: 50 })),	CODE
LOW	…preact-query/src/__tests__/useSuspenseQueries.test.tsx	349	data: 'John Doe',	CODE
LOW	packages/react-query/src/types.ts	182	* and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so those options	COMMENT
LOW	packages/react-query/src/types.ts	262	* `throwOnError`, and `placeholderData` — Suspense hooks cannot render a "disabled" or "placeholder" state, so	COMMENT
LOW	packages/react-query/src/__tests__/useQuery.test.tsx	4219	placeholderData: 'placeholder',	CODE
LOW	packages/react-query/src/__tests__/useQuery.test.tsx	4241	data: 'placeholder',	CODE
LOW	packages/react-query/src/__tests__/useQuery.test.tsx	4262	placeholderData: 'placeholder',	CODE
LOW	packages/react-query/src/__tests__/useQuery.test.tsx	4290	data: 'placeholder',	CODE
LOW	packages/react-query/src/__tests__/useQuery.test.tsx	4298	data: 'placeholder',	CODE
LOW	…/react-query/src/__tests__/useSuspenseQueries.test.tsx	355	sleep(localDuration).then(() => ({ name: 'John Doe', age: 50 })),	CODE
LOW	…/react-query/src/__tests__/useSuspenseQueries.test.tsx	405	data: 'John Doe',	CODE
LOW	packages/solid-query/src/__tests__/useQuery.test.tsx	3778	placeholderData: 'placeholder',	CODE
LOW	packages/solid-query/src/__tests__/useQuery.test.tsx	3802	data: 'placeholder',	CODE
LOW	packages/solid-query/src/__tests__/useQuery.test.tsx	3823	placeholderData: 'placeholder',	CODE
LOW	packages/solid-query/src/__tests__/useQuery.test.tsx	3853	data: 'placeholder',	CODE
LOW	packages/solid-query/src/__tests__/useQuery.test.tsx	3861	data: 'placeholder',	CODE
LOW	…-query-experimental/src/__tests__/inject-query.test.ts	172	placeholderData: 'placeholder',	CODE
LOW	…ckages/query-core/src/__tests__/queryObserver.test.tsx	991	placeholderData: 'placeholder',	CODE
LOW	…ckages/query-core/src/__tests__/queryObserver.test.tsx	996	data: 'placeholder',	CODE
LOW	…ckages/query-core/src/__tests__/queryObserver.test.tsx	1008	expect(results[0]).toMatchObject({ status: 'success', data: 'placeholder' })	CODE
LOW	…ages/query-core/src/__tests__/queryObserver.test-d.tsx	551	placeholderData: { value: 'placeholder' },	CODE

Over-Commented Block16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	integrations/svelte-vite/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/svelte/chat/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	…amples/svelte/default-query-function/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/svelte/basic-graphql-request/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/svelte/simple/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/svelte/algolia/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/svelte/batching/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/svelte/shadow-dom/src/vite-env.d.ts	1	/// <reference types="svelte" />	COMMENT
LOW	examples/solid/astro/src/env.d.ts	1	/// <reference path="../.astro/types.d.ts" />	COMMENT
LOW	packages/preact-query/src/HydrationBoundary.tsx	101	//	COMMENT
LOW	packages/react-query/src/HydrationBoundary.tsx	101	// This code needs to happen during the render phase, because after initial	COMMENT
LOW	…ages/query-devtools/src/TanstackQueryDevtoolsPanel.tsx	41	#queryFlavor: string	COMMENT
LOW	packages/svelte-query/src/createBaseQuery.svelte.ts	121	// The only reason this is necessary is because of `isRestoring`.	COMMENT
LOW	packages/query-core/src/queryObserver.ts	61	TQueryKey extends QueryKey = QueryKey,	COMMENT
LOW	packages/query-core/src/timeoutManager.ts	121	if (process.env.NODE_ENV !== 'production') {	COMMENT
LOW	packages/query-core/src/__tests__/hydration.test.tsx	1481		COMMENT

Overly Generic Function Names15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	examples/svelte/offline/static/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…les/lit/optimistic-updates/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…amples/lit/auto-refetching/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…inite-query-with-max-pages/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	examples/lit/offline/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…/load-more-infinite-scroll/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	examples/vue/offline/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	examples/solid/offline/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…/preact/optimistic-updates/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	examples/preact/pagination/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…les/preact/auto-refetching/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…inite-query-with-max-pages/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	examples/preact/offline/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	…/load-more-infinite-scroll/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE
LOW	examples/react/offline/public/mockServiceWorker.js	124	async function handleRequest(event, requestId, requestInterceptedAt) {	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…s/angular/rxjs/src/app/components/example.component.ts	26	this.form.controls.term.valueChanges.pipe(	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	integrations/angular-cli-20/README.md	15	## Code scaffolding	COMMENT

TanStack/query

Open-Source Code Quality, Security and Technical Debt Review