0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

9.2K

Stars

TypeScript

Language

300.5K

Lines of Code

5.9K

Files

107

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 1.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 65 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 42 finding(s).

Agent Over-Engineering Ratio 0.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 49 finding(s).

PR Review Velocity Impact 2.6/100 · LOW

Which changes need focused human review? 107 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 6MEDIUM 11LOW 90

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 107 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.

Hyper-Verbose Identifiers49 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	docs/mdsx.config.js	109	function remarkRemovePrettierIgnore() {	CODE
LOW	docs/mdsx.config.js	269	function getComponentSourceFileContent(src = "") {	CODE
LOW	docs/static/registry/chart.json	25	"content": "import type { Tooltip } from \"layerchart\";\nimport { getContext, setContext, type Component, type Compo	CODE
LOW	docs/static/registry/styles/luma/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/static/registry/styles/sera/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/static/registry/styles/vega/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/static/registry/styles/nova/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/static/registry/styles/mira/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/static/registry/styles/maia/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/static/registry/styles/rhea/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/static/registry/styles/lyra/chart.json	25	"content": "import { getContext, setContext, type Component, type Snippet } from \"svelte\";\nimport type { Tooltip }	CODE
LOW	docs/scripts/build-registry.ts	212	function transformContentWithStyle(content: string, styleMap: Record<string, string>): string {	CODE
LOW	docs/src/lib/colors.ts	82	function getForegroundFromBackground(rgb: string): string {	CODE
LOW	docs/src/lib/components/message-animated.svelte	48	function getMessageAnimatedContentParts(current: MessageAnimatedMessage) {	CODE
LOW	docs/src/lib/components/colors/colors.ts	76	function getForegroundFromBackground(rgb: string) {	CODE
LOW	docs/src/lib/components/colors/colors.ts	89	export function generateBaseColorTemplate(baseColor: BaseColor) {	CODE
LOW	docs/src/lib/components/icons/icons.ts	7	export function getIconForLanguageExtension(language: string) {	CODE
LOW	docs/src/lib/registry/registry-utils.ts	32	export function createFileTreeForRegistryItemFiles(	CODE
LOW	docs/src/lib/registry/registry-utils.ts	166	function createTransformInjectStyles(styles: Record<string, string>): Transformer {	CODE
LOW	docs/src/lib/registry/ui/chart/chart-utils.ts	21	export function getPayloadConfigFromPayload(	CODE
LOW	…istry/examples/create/combobox/combobox-invalid.svelte	30	function closeAndFocusTriggerInvalid() {	CODE
LOW	…istry/examples/create/elevenlabs/bar-visualizer.svelte	6	function generateConnectingSequenceBar(columns: number): number[][] {	CODE
LOW	…istry/examples/create/elevenlabs/bar-visualizer.svelte	14	function generateListeningSequenceBar(columns: number): number[][] {	CODE
LOW	packages/parity/src/compare.ts	93	export function extractUpstreamComponentNames(content: string): Set<string> {	CODE
LOW	packages/parity/src/compare.ts	142	export function sourceFileHasUpstreamCounterpart(	CODE
LOW	packages/parity/src/compare.ts	337	function canonicalizeStateVariants(token: string): string {	CODE
LOW	packages/parity/src/compare.ts	787	function applyIgnoredTokensFromSource(json: ClassOccurrence[], source: ClassOccurrence[]) {	CODE
LOW	packages/parity/src/compare.ts	1181	function dropRuntimeEquivalentDiffs(added: string[], removed: string[]) {	CODE
LOW	packages/parity/src/compare.ts	1552	function resolveUpstreamRadixUiDir(): string \| undefined {	CODE
LOW	packages/parity/src/parity-ignore.ts	15	export function parseParityIgnoreUpstream(	CODE
LOW	packages/parity/src/parity-ignore.ts	50	export function stripParityIgnoreComments(content: string): string {	CODE
LOW	packages/cli/src/utils/transformers/transform-font.ts	122	function processNoSubstTemplateLiteral(	CODE
LOW	packages/primitives/src/lib/questionnaire/collection.ts	15	export function createQuestionnaireCollection(	CODE
LOW	packages/primitives/src/lib/questionnaire/collection.ts	77	export function getCollectionDefinitionWarnings(	CODE
LOW	packages/primitives/src/lib/questionnaire/collection.ts	117	export function getCollectionRegistrationWarnings(	CODE
LOW	…itives/src/lib/questionnaire/questionnaire-ssr.test.ts	362	async function renderServerQuestionnaire({ defaultItem }: { defaultItem?: string } = {}) {	CODE
LOW	…ckages/primitives/src/lib/message-scroller/geometry.ts	13	function getMessageScrollerScrollable({	CODE
LOW	…ckages/primitives/src/lib/message-scroller/geometry.ts	36	function getMessageScrollerVisibilityState({	CODE
LOW	…ckages/primitives/src/lib/message-scroller/geometry.ts	125	function getUnanchoredScrollAnchor(	CODE
LOW	…ckages/primitives/src/lib/message-scroller/geometry.ts	138	function hasMultipleNewScrollAnchors(items: HTMLElement[], previousItemCount: number) {	CODE
LOW	…ckages/primitives/src/lib/message-scroller/geometry.ts	170	function getFirstVisibleMessageItem({	CODE
LOW	…ives/src/lib/message-scroller/message-scroller.test.ts	1326	function renderPendingScrollFirstPaint(props: PendingScrollTreeProps) {	CODE
LOW	…ives/src/lib/message-scroller/message-scroller.test.ts	1334	function renderPendingScrollToContainer(props: PendingScrollTreeProps) {	CODE
LOW	…ives/src/lib/message-scroller/message-scroller.test.ts	1359	async function renderTestScrollerWithParent(	CODE
LOW	…ives/src/lib/message-scroller/message-scroller.test.ts	1446	function installIntersectionObserver() {	CODE
LOW	…es/src/lib/message-scroller/message-scroller.svelte.ts	116	function createMessageScrollerRefs({	CODE
LOW	…es/src/lib/message-scroller/message-scroller.svelte.ts	169	function createMessageScrollerCommands({	CODE
LOW	…es/src/lib/message-scroller/message-scroller.svelte.ts	1493	export function useMessageScrollerScrollable(): MessageScrollerScrollable {	CODE
LOW	…es/src/lib/message-scroller/message-scroller.svelte.ts	1497	export function useMessageScrollerVisibility(): MessageScrollerVisibilityState {	CODE

Fake / Example Data39 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW	docs/src/lib/registry/blocks/demo-sidebar-icon.svelte	38	{ name: "Acme Inc", logo: GalleryVerticalEndIcon, plan: "Enterprise" },	CODE
LOW	…gistry/blocks/sidebar-10/components/app-sidebar.svelte	17	name: "Acme Inc",	CODE
LOW	…egistry/blocks/signup-02/components/signup-form.svelte	21	<Input id="name" type="text" placeholder="John Doe" required />	CODE
LOW	…egistry/blocks/signup-03/components/signup-form.svelte	23	<Input id="name" type="text" placeholder="John Doe" required />	CODE
LOW	docs/src/lib/registry/blocks/login-02/+page.svelte	27	alt="placeholder"	CODE
LOW	…/registry/blocks/login-04/components/login-form.svelte	85	alt="placeholder"	CODE
LOW	…istry/blocks/sidebar-15/components/sidebar-left.svelte	25	name: "Acme Inc",	CODE
LOW	…gistry/blocks/sidebar-07/components/app-sidebar.svelte	22	name: "Acme Inc",	CODE
LOW	…egistry/blocks/signup-01/components/signup-form.svelte	21	<Input id="name" type="text" placeholder="John Doe" required />	CODE
LOW	docs/src/lib/registry/examples/input-form.svelte	50	<Input id="form-address" type="text" placeholder="123 Main St" />	CODE
LOW	…/src/lib/registry/examples/dialog-sticky-footer.svelte	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt	CODE
LOW	…/src/lib/registry/examples/dialog-sticky-footer.svelte	18	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt	CODE
LOW	…/src/lib/registry/examples/field-field-set-demo.svelte	12	<Input id="street" type="text" placeholder="123 Main St" />	CODE
LOW	docs/src/lib/registry/examples/drawer-direction.svelte	25	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	docs/src/lib/registry/examples/drawer-direction.svelte	25	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…lib/registry/examples/dialog-scrollable-content.svelte	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt	CODE
LOW	…lib/registry/examples/dialog-scrollable-content.svelte	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt	CODE
LOW	docs/src/lib/registry/examples/sheet-side.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	docs/src/lib/registry/examples/sheet-side.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…lib/registry/examples/drawer-scrollable-content.svelte	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt	CODE
LOW	…lib/registry/examples/drawer-scrollable-content.svelte	16	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt	CODE
LOW	…lib/registry/examples/create/home/sheet-example.svelte	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…lib/registry/examples/create/home/sheet-example.svelte	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…/lib/registry/examples/create/home/form-example.svelte	55	<Input id="checkout-7j9-card-name-43j" placeholder="John Doe" required />	CODE
LOW	…gistry/examples/create/drawer/drawer-with-sides.svelte	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…gistry/examples/create/drawer/drawer-with-sides.svelte	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…xamples/create/drawer/drawer-scrollable-content.svelte	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…xamples/create/drawer/drawer-scrollable-content.svelte	22	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…c/lib/registry/examples/create/input/input-form.svelte	25	<Input.Root id="form-name" type="text" placeholder="John Doe" />	CODE
LOW	…c/lib/registry/examples/create/input/input-form.svelte	53	<Input.Root id="form-address" type="text" placeholder="123 Main St" />	CODE
LOW	…istry/examples/create/sidebar-icon/sidebar-icon.svelte	19	name: "Acme Inc",	CODE
LOW	…xamples/create/dialog/dialog-with-sticky-footer.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…xamples/create/dialog/dialog-with-sticky-footer.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…xamples/create/dialog/dialog-scrollable-content.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…xamples/create/dialog/dialog-scrollable-content.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…/examples/create/preview/cards/shipping-address.svelte	35	<Input id="shipping-street" placeholder="123 Main Street" />	CODE
LOW	…registry/examples/create/sheet/sheet-with-sides.svelte	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…registry/examples/create/sheet/sheet-with-sides.svelte	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	…ives/src/lib/message-scroller/message-scroller.test.ts	837	{ id: "placeholder", height: 80, scrollAnchor: false },	CODE

Slop Phrases10 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/static/registry/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/luma/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/sera/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/vega/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/nova/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/mira/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/maia/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/rhea/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	docs/static/registry/styles/lyra/sidebar-09.json	24	"content": "<script lang=\"ts\" module>\n\timport ArchiveXIcon from \"@lucide/svelte/icons/archive-x\";\n\timport Fil	CODE
MEDIUM	…gistry/blocks/sidebar-09/components/app-sidebar.svelte	118	"I've completed the registration for the upcoming tech conference.\nLet me know if you need any additional informat	CODE

Magic Placeholder Names3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	docs/src/lib/registry/examples/code-block-tabs.svelte	38	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	…/src/lib/registry/examples/code-block-streaming.svelte	70	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	…stry/examples/create/code-block/code-block-tabs.svelte	62	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE

Synthetic Comment Markers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	.github/.label.yml	164	apply_when: The issue/pull request description is clearly generated by AI. Signs can be, usage of em-dashes, overly	CODE
HIGH	.github/.label.yml	165	remove_when: The issue/pull request description is no longer clearly generated by AI. Short no excessive use of em-d	CODE
HIGH	.github/workflows/anti-slop.yml	42	const body = `Thank you for your contribution, the description of your ${kind} has been flagged as being gen	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/content/changelog/2026-10-ai-elements.md	54	## Building agentic interfaces	COMMENT

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/src/lib/registry/examples/create/index.ts	361	// type: "registry:block",	COMMENT
LOW	packages/cli/src/preset/preset.ts	1	// !! BROWSER SAFE !!	COMMENT

huntabyte/shadcn-svelte

Open-Source Code Quality, Security and Technical Debt Review