1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

15.3K

Stars

TypeScript

Language

931.7K

Lines of Code

11.6K

Files

1.2K

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 5.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 852 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.5/100 · LOW

Are imports declared and package/API names verified? 315 finding(s).

Agent Over-Engineering Ratio 4.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 643 finding(s).

PR Review Velocity Impact 6.9/100 · LOW

Which changes need focused human review? 1216 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 55LOW 1161

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 1216 distinct pattern matches across 8 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 Identifiers594 hits · 620 pts

Severity	File	Line	Snippet	Context
LOW	docs/start/framework/react/guide/deferred-hydration.md	474	export function CartRecommendationsBoundary() {	CODE
LOW	docs/router/faq.md	59	function PathlessLayoutRouteComponent() {	CODE
LOW	docs/router/faq.md	89	function PathlessLayoutRouteComponent() {	CODE
LOW	docs/router/how-to/test-file-based-routing.md	81	export function createTestRouterFromFiles(initialLocation = '/') {	CODE
LOW	docs/router/how-to/setup-testing.md	885	export function createAuthenticatedRouter(user = mockUser) {	CODE
LOW	examples/solid/start-bun/server.ts	181	function isFileEligibleForPreloading(relativePath: string): boolean {	CODE
LOW	examples/solid/start-bun/server.ts	211	function compressDataIfAppropriate(	CODE
LOW	examples/solid/start-bun/server.ts	270	function createCompositeGlobPattern(): Bun.Glob {	CODE
LOW	…s/solid/with-trpc/src/routes/dashboard.posts.index.tsx	7	function DashboardPostsIndexComponent() {	CODE
LOW	…solid/with-trpc/src/routes/dashboard.posts.$postId.tsx	18	function DashboardPostsPostIdComponent() {	CODE
LOW	examples/solid/i18n-paraglide/README.md	110	function createTranslatedPathnames(	CODE
LOW	examples/solid/basic-solid-query/src/main.tsx	188	function NestedPathlessLayoutComponent() {	CODE
LOW	examples/solid/start-i18n-paraglide/README.md	154	function createTranslatedPathnames(	CODE
LOW	…start-i18n-paraglide/src/utils/translated-pathnames.ts	32	function createTranslatedPathnames(	CODE
LOW	examples/react/start-bun/server.ts	181	function isFileEligibleForPreloading(relativePath: string): boolean {	CODE
LOW	examples/react/start-bun/server.ts	211	function compressDataIfAppropriate(	CODE
LOW	examples/react/start-bun/server.ts	270	function createCompositeGlobPattern(): Bun.Glob {	CODE
LOW	…s/react/with-trpc/src/routes/dashboard.posts.index.tsx	8	function DashboardPostsIndexComponent() {	CODE
LOW	…react/with-trpc/src/routes/dashboard.posts.$postId.tsx	15	function DashboardPostsPostIdComponent() {	CODE
LOW	…-trpc-react-query/src/routes/dashboard.posts.index.tsx	8	function DashboardPostsIndexComponent() {	CODE
LOW	…rpc-react-query/src/routes/dashboard.posts.$postId.tsx	20	function DashboardPostsPostIdComponent() {	CODE
LOW	examples/react/i18n-paraglide/README.md	155	function createTranslatedPathnames(	CODE
LOW	examples/react/location-masking/src/main.tsx	253	function PhotoModalPendingComponent() {	CODE
LOW	examples/react/start-i18n-paraglide/README.md	165	function createTranslatedPathnames(	CODE
LOW	…start-i18n-paraglide/src/utils/translated-pathnames.ts	32	function createTranslatedPathnames(	CODE
LOW	benchmarks/memory/server/bench-utils.ts	32	export function createDeterministicRandom(seed: number) {	CODE
LOW	…arks/memory/server/scenarios/server-fn-churn/shared.ts	179	async function assertServerFnChurnSanity(	CODE
LOW	…emory/server/scenarios/serialization-payload/shared.ts	42	async function assertSerializationPayloadSanity(handler: StartRequestHandler) {	CODE
LOW	…ry/server/scenarios/peak-large-page/large-page-data.ts	100	function createDeterministicRandom(seed: number) {	CODE
LOW⚡	…arks/memory/server/scenarios/peak-large-page/shared.ts	20	function buildPeakLargePageRequest() {	CODE
LOW⚡	…arks/memory/server/scenarios/peak-large-page/shared.ts	24	function validatePeakLargePageResponse(response: Response, request: Request) {	CODE
LOW⚡	…arks/memory/server/scenarios/peak-large-page/shared.ts	32	function validatePeakLargePageBody(body: string) {	CODE
LOW⚡	…arks/memory/server/scenarios/peak-large-page/shared.ts	38	async function assertPeakLargePageSanity(handler: StartRequestHandler) {	CODE
LOW	…/server/scenarios/aborted-requests/deferred-records.ts	10	export function makeAbortedRequestRecords(	CODE
LOW	…rks/memory/server/scenarios/aborted-requests/shared.ts	162	async function assertAbortedRequestsSanity(	CODE
LOW	…rver/scenarios/streaming-peak/deferred-section-data.ts	14	export function makeDeferredSectionPayload(	CODE
LOW	…marks/memory/server/scenarios/streaming-peak/shared.ts	29	function validateStreamingResponse(response: Response, request: Request) {	CODE
LOW	…marks/memory/server/scenarios/streaming-peak/shared.ts	69	async function assertStreamingPeakSanity(handler: StartRequestHandler) {	CODE
LOW	benchmarks/memory/client/bench-utils.ts	11	export function createDeterministicRandom(seed: number) {	CODE
LOW	…ory/client/scenarios/interrupted-navigations/shared.ts	66	function createInterruptedNavigationPairs(iterations: number) {	CODE
LOW	…ory/client/scenarios/interrupted-navigations/shared.ts	83	function assertSlowNavigationSettlement(settlement: NavigationSettlement) {	CODE
LOW	…ory/client/scenarios/interrupted-navigations/shared.ts	110	function reasonHasCancellationShape(reason: unknown) {	CODE
LOW	…/memory/client/scenarios/preload-churn/item-payload.ts	31	export function getTrackedItemLoaderCount(id: string) {	CODE
LOW	benchmarks/ssr/bench-utils.ts	25	function createDeterministicRandom(seed: number) {	CODE
LOW	benchmarks/ssr/scenarios/rewrites/shared.ts	48	export function runRewritePassthroughLoop(handler: StartRequestHandler) {	CODE
LOW	benchmarks/ssr/scenarios/serialization/shared-bench.ts	18	function buildSerializationRequest(	CODE
LOW	benchmarks/ssr/scenarios/serialization/shared-bench.ts	63	export async function assertSerializationScenario(	CODE
LOW	benchmarks/ssr/scenarios/serialization/shared-bench.ts	99	export function runPlainSerializationLoop(handler: StartRequestHandler) {	CODE
LOW	benchmarks/ssr/scenarios/serialization/shared-data.ts	70	export function makeRichSerializationData(	CODE
LOW	benchmarks/ssr/scenarios/serialization/shared-data.ts	88	export function makePlainSerializationData(	CODE
LOW	benchmarks/ssr/scenarios/server-routes/shared.ts	35	export async function assertServerRouteResponse(handler: StartRequestHandler) {	CODE
LOW⚡	benchmarks/ssr/scenarios/global-middleware/shared.ts	33	export function setRequestMiddlewareCount(count: RequestMiddlewareCount) {	CODE
LOW⚡	benchmarks/ssr/scenarios/global-middleware/shared.ts	38	export function getRequestMiddlewareCount(): RequestMiddlewareCount {	CODE
LOW⚡	benchmarks/ssr/scenarios/global-middleware/shared.ts	42	export function getExpectedRequestContext(	CODE
LOW	benchmarks/ssr/scenarios/global-middleware/shared.ts	55	export function getGlobalMiddlewareContext(context: unknown) {	CODE
LOW	benchmarks/ssr/scenarios/global-middleware/bench.ts	143	export async function setupGlobalMiddlewareBench(	CODE
LOW	benchmarks/ssr/scenarios/global-middleware/bench.ts	183	async function assertServerRouteResponseForCount(	CODE
LOW	benchmarks/ssr/scenarios/global-middleware/bench.ts	262	export async function assertGlobalMiddlewareScenario(	CODE
LOW	benchmarks/ssr/scenarios/global-middleware/bench.ts	274	export function runGlobalMiddlewareDocumentLoop(handler: StartRequestHandler) {	CODE
LOW	benchmarks/ssr/scenarios/global-middleware/bench.ts	284	export function runGlobalMiddlewareServerFnLoop(	CODE
534 more matches not shown…

Fake / Example Data315 hits · 279 pts

Severity	File	Line	Snippet	Context
LOW	docs/router/guide/router-context.md	101	name: 'John Doe',	CODE
LOW	docs/router/guide/router-context.md	118	name: 'John Doe',	CODE
LOW	docs/router/how-to/setup-testing.md	551	name: 'John Doe',	CODE
LOW	docs/router/how-to/setup-testing.md	578	expect(screen.getByText('John Doe')).toBeInTheDocument()	CODE
LOW	docs/router/how-to/setup-testing.md	736	user: { id: '1', name: 'John Doe' },	CODE
LOW	…onvex-better-auth/src/components/login-signup-form.tsx	75	placeholder="John Doe"	CODE
LOW	…amples/solid/kitchen-sink-solid-query/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…amples/solid/kitchen-sink-solid-query/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…ples/solid/start-basic-netlify/src/routes/deferred.tsx	25	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	…hen-sink-solid-query-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…hen-sink-solid-query-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…s/solid/start-basic-cloudflare/src/routes/deferred.tsx	25	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	examples/solid/kitchen-sink/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	examples/solid/kitchen-sink/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…mples/solid/start-basic-static/src/routes/deferred.tsx	28	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	…amples/solid/start-basic-nitro/src/routes/deferred.tsx	25	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	…s/solid/kitchen-sink-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…s/solid/kitchen-sink-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…amples/solid/start-i18n-paraglide/src/routes/index.tsx	16	messageFromLoader: m.example_message({ username: 'John Doe' }),	CODE
LOW	…amples/solid/start-i18n-paraglide/src/routes/index.tsx	28	<h2>{m.example_message({ username: 'John Doe' })}</h2>	CODE
LOW	examples/solid/start-basic/src/routes/deferred.tsx	25	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	…s/react/start-basic-cloudflare/src/routes/deferred.tsx	25	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	…amples/react/kitchen-sink-react-query/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…amples/react/kitchen-sink-react-query/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…hen-sink-react-query-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…hen-sink-react-query-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…ples/react/start-basic-rsbuild/src/routes/deferred.tsx	25	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	examples/react/kitchen-sink/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	examples/react/kitchen-sink/src/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…mples/react/start-basic-static/src/routes/deferred.tsx	28	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW	…s/react/kitchen-sink-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…s/react/kitchen-sink-file-based/src/utils/mockTodos.ts	105	`Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore	CODE
LOW	…amples/react/start-i18n-paraglide/src/routes/index.tsx	16	messageFromLoader: m.example_message({ username: 'John Doe' }),	CODE
LOW	…amples/react/start-i18n-paraglide/src/routes/index.tsx	28	<h2>{m.example_message({ username: 'John Doe' })}</h2>	CODE
LOW	examples/react/start-basic/src/routes/deferred.tsx	25	person: await personServerFn({ data: 'John Doe' }),	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	21	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	21	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	24	clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	25	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	25	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	29	ipsum dolor sit amet.	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	32	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	32	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	35	clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	36	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	36	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	40	ipsum dolor sit amet.	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	43	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	43	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	46	clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	47	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	47	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	51	ipsum dolor sit amet.	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	54	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	54	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	57	clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	58	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	58	amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	62	ipsum dolor sit amet.	CODE
LOW⚡	…ter/basic-file-based/src/routes/hover-preload-hash.tsx	65	Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy	CODE
255 more matches not shown…

Structural Annotation Overuse108 hits · 180 pts

Severity	File	Line	Snippet	Context
LOW	…start/framework/solid/tutorial/reading-writing-file.md	96	## Step 1: Reading Data From a File	COMMENT
LOW	…start/framework/solid/tutorial/reading-writing-file.md	245	## Step 2: Writing Data to a File	COMMENT
LOW	…start/framework/react/tutorial/reading-writing-file.md	94	## Step 1: Reading Data From a File	COMMENT
LOW	…start/framework/react/tutorial/reading-writing-file.md	243	## Step 2: Writing Data to a File	COMMENT
LOW	…tart/framework/react/tutorial/fetching-external-api.md	72	## Step 1: Setup a `.env` file with TMDB_AUTH_TOKEN	COMMENT
LOW	…tart/framework/react/tutorial/fetching-external-api.md	91	## Step 2: Defining Data Types	COMMENT
LOW	…tart/framework/react/tutorial/fetching-external-api.md	116	## Step 3: Creating the Route with API Fetch Function	COMMENT
LOW	…tart/framework/react/tutorial/fetching-external-api.md	168	## Step 4: Building the Movie Components	COMMENT
LOW	…tart/framework/react/tutorial/fetching-external-api.md	214	## Step 5: Creating the MoviesPage Component	COMMENT
LOW	…tart/framework/react/tutorial/fetching-external-api.md	304	## Step 6: Testing Your Application	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	23	### Step 1: Swap over to TanStack Router's dependencies	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	37	### Step 2: Use the file-based routing watcher	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	62	### Step 3: Add the file-based configuration file to your project	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	75	### Step 4: Create the routes directory	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	83	### Step 5: Create the root route file	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	109	### Step 6: Create the index route file	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	122	### Step 7: Create the posts route file	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	161	### Step 8: Create the posts index route file	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	174	### Step 9: Create the posts id route file	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	198	### Step 10: Generate the route tree	COMMENT
LOW	docs/router/installation/migrate-from-react-location.md	208	### Step 11: Update the main entry file to render the Router	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	27	### Step 1: Prepare for Migration	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	67	### Step 2: Create TanStack Router Configuration	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	87	### Step 3: Convert Your React Router v7 Structure	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	258	### Step 4: Handle React Router v7 Framework Features	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	344	### Step 5: Update Navigation Components	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	396	### Step 6: Handle React Router v7 Specific Features	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	450	### Step 7: Update Your Main Router Setup	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	483	### Step 8: Handle Search Parameters	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	528	### Step 9: Remove React Router Dependencies	COMMENT
LOW	docs/router/how-to/migrate-from-react-router.md	549	### Step 10: Add Advanced Type Safety	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	25	### Step 1: Install Material-UI Dependencies	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	37	### Step 2: Set Up Theme Provider	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	96	### Step 3: Update Root Route	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	120	### Step 1: Create Typed MUI Link Component	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	138	### Step 2: Create Typed MUI Button Component	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	154	### Step 3: Create Advanced Navigation Components	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	174	### Step 1: Create Navigation Tabs with Active States	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	222	### Step 2: Create Navigation Drawer	COMMENT
LOW	docs/router/how-to/integrate-material-ui.md	303	### Step 3: Create App Bar with Navigation	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	25	### Step 1: Install Shadcn/ui	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	39	### Step 2: Configure components.json	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	62	### Step 3: Add Essential Components	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	77	### Step 1: Set Up Proper DOM Structure	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	103	### Step 2: Create Router-Compatible Sheet Component	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	156	### Step 3: Create Router-Compatible Dialog Component	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	211	### Step 1: Router-Compatible Navigation Menu	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	265	### Step 2: Create Router-Compatible Button Links	COMMENT
LOW	docs/router/how-to/integrate-shadcn-ui.md	281	### Step 3: Usage Example	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	25	### Step 1: Install Chakra UI Dependencies	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	31	### Step 2: Set Up Chakra Provider	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	89	### Step 3: Update Root Route	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	111	### Step 1: Create Router-Compatible Chakra Components	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	141	### Step 2: Create Navigation Components	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	296	### Step 3: Create Breadcrumb Navigation	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	369	### Step 1: Create Responsive Layout Component	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	423	### Step 2: Create Responsive Card Grid	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	464	### Step 1: Posts List Page	COMMENT
LOW	docs/router/how-to/integrate-chakra-ui.md	590	### Step 2: Post Detail Page	COMMENT
LOW	docs/router/how-to/integrate-framer-motion.md	25	### Step 1: Install Framer Motion	COMMENT
48 more matches not shown…

Decorative Section Separators49 hits · 147 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/react-start/skills/_artifacts/domain_map.yaml	63	# ── Project Setup ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/domain_map.yaml	121	# ── Server Functions ─────────────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/domain_map.yaml	249	# ── Middleware and Context ───────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/domain_map.yaml	309	# ── Execution Model ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/domain_map.yaml	416	# ── Server Routes ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/domain_map.yaml	482	# ── Deployment and Rendering ─────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/skill_tree.yaml	16	# ── Start Core Skills ───────────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/skill_tree.yaml	123	# ── React Start Skills ──────────────────────────────────────────	COMMENT
MEDIUM	packages/react-start/skills/_artifacts/skill_tree.yaml	159	# ── Lifecycle Skills ────────────────────────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	20	// ─── Test helpers ──────────────────────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	51	// ─── addSharedSearchParamToFilename ────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	69	// ─── collectIdentifiersFromNode ───────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	162	// ─── collectLocalBindingsFromStatement ─────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	255	// ─── buildDeclarationMap ──────────────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	303	// ─── buildDependencyGraph ─────────────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	347	// ─── collectModuleLevelRefsFromNode ────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	415	// ─── expandTransitively ───────────────────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	487	// ─── expandDestructuredDeclarations ───────────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	564	// ─── computeSharedBindings (integration) ──────────────────	COMMENT
MEDIUM	…es/router-plugin/tests/shared-bindings-helpers.test.ts	954	// ─── removeBindingsDependingOnRoute ───────────────────────	COMMENT
MEDIUM	…es/start-client-core/skills/_artifacts/domain_map.yaml	63	# ── Project Setup ────────────────────────────────────────────────	COMMENT
MEDIUM	…es/start-client-core/skills/_artifacts/domain_map.yaml	121	# ── Server Functions ─────────────────────────────────────────────	COMMENT
MEDIUM	…es/start-client-core/skills/_artifacts/domain_map.yaml	249	# ── Middleware and Context ───────────────────────────────────────	COMMENT
MEDIUM	…es/start-client-core/skills/_artifacts/domain_map.yaml	309	# ── Execution Model ──────────────────────────────────────────────	COMMENT
MEDIUM	…es/start-client-core/skills/_artifacts/domain_map.yaml	416	# ── Server Routes ────────────────────────────────────────────────	COMMENT
MEDIUM	…es/start-client-core/skills/_artifacts/domain_map.yaml	482	# ── Deployment and Rendering ─────────────────────────────────────	COMMENT
MEDIUM	…es/start-client-core/skills/_artifacts/skill_tree.yaml	15	# ── Start Core Skills ───────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	71	# ── Defining Routes ──────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	190	# ── Navigating ───────────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	276	# ── Managing URL State ───────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	426	# ── Loading Data ─────────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	593	# ── Protecting Routes ────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	678	# ── Rendering and Layout ─────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	837	# ── Type Safety ──────────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	906	# ── Server-Side Rendering ────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/domain_map.yaml	964	# ── Migration ────────────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_domain_map.yaml	63	# ── Project Setup ────────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_domain_map.yaml	121	# ── Server Functions ─────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_domain_map.yaml	207	# ── Middleware and Context ───────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_domain_map.yaml	267	# ── Execution Model ──────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_domain_map.yaml	357	# ── Server Routes ────────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_domain_map.yaml	390	# ── Deployment and Rendering ─────────────────────────────────────	COMMENT
MEDIUM	_artifacts/skill_tree.yaml	15	# ── Router Core Skills ───────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/skill_tree.yaml	218	# ── React Router Skills ──────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/skill_tree.yaml	240	# ── Composition Skills ───────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/skill_tree.yaml	261	# ── Lifecycle Skills ─────────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_skill_tree.yaml	16	# ── Start Core Skills ───────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_skill_tree.yaml	123	# ── React Start Skills ──────────────────────────────────────────	COMMENT
MEDIUM	_artifacts/start_skill_tree.yaml	140	# ── Lifecycle Skills ────────────────────────────────────────────	COMMENT

Over-Commented Block120 hits · 111 pts

Severity	File	Line	Snippet	Context
LOW	docs/router/guide/path-params.md	1121		COMMENT
LOW	…cs/router/how-to/arrays-objects-dates-search-params.md	261		COMMENT
LOW	…solid/start-basic-cloudflare/worker-configuration.d.ts	10421	// PubSubMessage represents an incoming PubSub message.	COMMENT
LOW	…solid/start-basic-cloudflare/worker-configuration.d.ts	10541	// Note `unknown & T` is equivalent to `T`.	COMMENT
LOW	…solid/start-basic-cloudflare/worker-configuration.d.ts	10561	type MaybeCallableProvider<T> = T extends (...args: any[]) => any ? MethodOrProperty<T> : unknown;	COMMENT
LOW	…solid/start-basic-cloudflare/worker-configuration.d.ts	10581	// declaration will be merged with this one.	COMMENT
LOW	examples/solid/view-transitions/src/main.tsx	21	An example use case is sliding in a direction based on the index of the	COMMENT
LOW	…react/start-basic-cloudflare/worker-configuration.d.ts	10421	// PubSubMessage represents an incoming PubSub message.	COMMENT
LOW	…react/start-basic-cloudflare/worker-configuration.d.ts	10541	// Note `unknown & T` is equivalent to `T`.	COMMENT
LOW	…react/start-basic-cloudflare/worker-configuration.d.ts	10561	type MaybeCallableProvider<T> = T extends (...args: any[]) => any ? MethodOrProperty<T> : unknown;	COMMENT
LOW	…react/start-basic-cloudflare/worker-configuration.d.ts	10581	// declaration will be merged with this one.	COMMENT
LOW	examples/react/view-transitions/src/main.tsx	21		COMMENT
LOW	…enarios/streaming-peak/react/src/routes/stream.$id.tsx	21	// Deferred sections must settle strictly AFTER React's shell flush, which	COMMENT
LOW	packages/router-core/src/path.ts	81	// Absolute paths that start with `/` short circuit the resolution process to the root	COMMENT
LOW	packages/router-core/src/ssr/ssr-match-id.ts	1	// Inlined match ids must not look like relative URLs to crawlers, and must only	COMMENT
LOW	packages/start-plugin-core/tests/compiler.test.ts	901	})	COMMENT
LOW	packages/start-plugin-core/src/rsbuild/plugin.ts	421	startPluginOpts,	COMMENT
LOW	packages/start-plugin-core/src/rsbuild/plugin.ts	621	// ---------------------------------------------------------------	COMMENT
LOW	…lugin-core/src/vite/import-protection-plugin/plugin.ts	1301	// Dev+error: throw immediately.	COMMENT
LOW	…lugin-core/src/vite/import-protection-plugin/plugin.ts	1741	// been processed yet). When B's marker is set (here),	COMMENT
LOW	…lugin-core/src/vite/import-protection-plugin/plugin.ts	2141	}	COMMENT
LOW	…plugin-core/src/start-compiler/handleCreateServerFn.ts	381	const extractedFnIdentifier = t.identifier(functionName)	COMMENT
LOW	packages/react-start-rsc/src/serialization.server.ts	21	AnyCompositeComponent,	COMMENT
LOW	packages/solid-router/tests/link.test.tsx	361	})	COMMENT
LOW	packages/solid-router/tests/link.test.tsx	381		COMMENT
LOW	packages/solid-router/tests/link.test.tsx	401		COMMENT
LOW	packages/solid-router/tests/index.test.tsx	1	import { expect, test } from 'vitest'	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	21	// // Location,	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	41	// }),	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	61	// const routes = [	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	81	// {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	101	// const router = RouterInstance({	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	121	// })	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	141	// router.update({	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	161	// test('navigates to /a to /a/b', async () => {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	181	// await router.mount()	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	201	// path: '/',	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	221	// router.mount()	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	241	// await sleep(10)	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	261	// ]	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	281	// const router = RouterInstance()	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	301	// import: async () => {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	321	// router.update({	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	341	// {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	361	// const timer = createTimer()	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	381	// {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	401	// { '*': 'a/b' },	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	421	// {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	441	// to: '/',	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	461	// test(`${a} == ${b.to}`, () => {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	481	// {	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	501	// {},	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	521	// [	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	541	// { a: 'a', b: 'b', c: 'c' },	COMMENT
LOW	packages/solid-router/tests/index.test.tsx	561	// })	COMMENT
LOW	…tart/server-components/examples/02-composite-slots.tsx	121		COMMENT
LOW	…tter/snapshots/react/1-default/useStateDestructure.tsx	41	// label: (	COMMENT
LOW	…mbined-errorComponent-separate/useStateDestructure.tsx	41	// label: (	COMMENT
LOW	…nents-combined-loader-separate/useStateDestructure.tsx	41	// label: (	COMMENT
LOW	…code-splitter/test-files/react/useStateDestructure.tsx	41	// },	COMMENT
60 more matches not shown…

Verbosity Indicators24 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	6	// Step 1: Navigate to the home page	COMMENT
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	12	// Step 2: Scroll to a position that hides the top	COMMENT
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	26	// Step 3: Navigate to the about page	COMMENT
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	30	// Step 4: Go back to the home page and immediately check the message	COMMENT
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	46	// Step 1: Navigate to the by-element page	COMMENT
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	49	// Step 2: Scroll to a position that hides the first list item in regular list	COMMENT
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	68	// Step 3: Navigate to the about page	COMMENT
LOW⚡	…olid-router/basic-scroll-restoration/tests/app.spec.ts	72	// Step 4: Go back to the by-element page and immediately check the message	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	6	// Step 1: Navigate to the home page	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	12	// Step 2: Scroll to a position that hides the top	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	26	// Step 3: Navigate to the about page	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	30	// Step 4: Go back to the home page and immediately check the message	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	46	// Step 1: Navigate to the by-element page	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	49	// Step 2: Scroll to a position that hides the first list item in regular list	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	68	// Step 3: Navigate to the about page	COMMENT
LOW⚡	…/vue-router/basic-scroll-restoration/tests/app.spec.ts	72	// Step 4: Go back to the by-element page and immediately check the message	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	6	// Step 1: Navigate to the home page	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	13	// Step 2: Scroll to a position that hides the top	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	27	// Step 3: Navigate to the about page	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	31	// Step 4: Go back to the home page and immediately check the message	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	47	// Step 1: Navigate to the by-element page	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	51	// Step 2: Scroll to a position that hides the first list item in regular list	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	70	// Step 3: Navigate to the about page	COMMENT
LOW⚡	…eact-router/basic-scroll-restoration/tests/app.spec.ts	74	// Step 4: Go back to the by-element page and immediately check the message	COMMENT

Modern AI Meta-Vocabulary4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/router-generator/CHANGELOG.md	35	- [#8664](https://github.com/TanStack/router/pull/8664) [`57bd1a9`](https://github.com/TanStack/router/commit/57bd1a92f9	CODE
MEDIUM	packages/router-generator/CHANGELOG.md	35	- [#8664](https://github.com/TanStack/router/pull/8664) [`57bd1a9`](https://github.com/TanStack/router/commit/57bd1a92f9	CODE
MEDIUM	packages/router-generator/src/generator.ts	1035	// now we need to either scaffold the file or transform it	COMMENT
MEDIUM	packages/router-generator/src/generator.ts	1370	// scaffold the root route	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…amples/solid/authenticated-routes/src/routes/login.tsx	51	// in a real app, you'd want to use a more robust solution	COMMENT
MEDIUM	…amples/react/authenticated-routes/src/routes/login.tsx	47	// in a real app, you'd want to use a more robust solution	COMMENT

TanStack/router

Open-Source Code Quality, Security and Technical Debt Review