0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

31.1K

Stars

TypeScript

Language

224.0K

Lines of Code

2.8K

Files

167

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 1.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 49 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.9/100 · LOW

Are imports declared and package/API names verified? 118 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 44 finding(s).

PR Review Velocity Impact 3.7/100 · LOW

Which changes need focused human review? 167 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 1LOW 166

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 167 distinct pattern matches across 4 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Fake / Example Data118 hits · 133 pts

Severity	File	Line	Snippet	Context
LOW	…torybook/components/colors-demo/component-showcase.tsx	177	Lorem ipsum dolor sit amet consectetur. Sed arcu donec id aliquam.	CODE
LOW	…torybook/components/colors-demo/component-showcase.tsx	177	Lorem ipsum dolor sit amet consectetur. Sed arcu donec id aliquam.	CODE
LOW	packages/react/src/components/drawer/drawer.stories.tsx	182	Paragraph {i + 1}: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	packages/react/src/components/drawer/drawer.stories.tsx	182	Paragraph {i + 1}: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	…src/components/scroll-shadow/scroll-shadow.stories.tsx	29	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam pulvinar risus non risus	CODE
LOW	…src/components/scroll-shadow/scroll-shadow.stories.tsx	29	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam pulvinar risus non risus	CODE
LOW	packages/react/src/components/card/card.stories.tsx	213	Lorem ipsum dolor sit amet consectetur. Sed arcu donec id aliquam dolor sed amet	CODE
LOW	packages/react/src/components/card/card.stories.tsx	213	Lorem ipsum dolor sit amet consectetur. Sed arcu donec id aliquam dolor sed amet	CODE
LOW⚡	…t/src/components/alert-dialog/alert-dialog.stories.tsx	782	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	…t/src/components/alert-dialog/alert-dialog.stories.tsx	782	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	…t/src/components/alert-dialog/alert-dialog.stories.tsx	787	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	…t/src/components/alert-dialog/alert-dialog.stories.tsx	787	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	…t/src/components/alert-dialog/alert-dialog.stories.tsx	792	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	…t/src/components/alert-dialog/alert-dialog.stories.tsx	792	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	packages/react/src/components/toast/toast.stories.tsx	292	setTimeout(() => resolve({name: "John Doe", email: "john@example.com"}), 2000);	CODE
LOW	packages/react/src/components/avatar/avatar.stories.tsx	54	<Avatar.Image alt="John Doe" src="https://img.heroui.chat/image/avatar?w=400&h=400&u=3" />	CODE
LOW	…ges/react/src/components/fieldset/fieldset.stories.tsx	62	<Input placeholder="John Doe" />	CODE
LOW	packages/react/src/components/modal/modal.stories.tsx	444	Paragraph {i + 1}: Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/react/src/components/modal/modal.stories.tsx	444	Paragraph {i + 1}: Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW⚡	packages/react/src/components/modal/modal.stories.tsx	804	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	packages/react/src/components/modal/modal.stories.tsx	804	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	packages/react/src/components/modal/modal.stories.tsx	809	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	packages/react/src/components/modal/modal.stories.tsx	809	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	packages/react/src/components/modal/modal.stories.tsx	814	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW⚡	packages/react/src/components/modal/modal.stories.tsx	814	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
LOW	packages/react/src/components/sheet/sheet.stories.tsx	281	Paragraph {i + 1}: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	packages/react/src/components/sheet/sheet.stories.tsx	281	Paragraph {i + 1}: Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/lib/dictionaries/cn.json	83	"placeholder": "name@email.com",	CODE
LOW	apps/docs/src/lib/dictionaries/cn.json	101	"placeholder": "你想搜索什么？",	CODE
LOW	apps/docs/src/lib/dictionaries/cn.json	207	"placeholder": "粘贴字体 URL...",	CODE
LOW	apps/docs/src/lib/dictionaries/cn.json	298	"placeholder": "请选择",	CODE
LOW	apps/docs/src/lib/dictionaries/cn.json	331	"placeholder": "john@email.com",	CODE
LOW	apps/docs/src/lib/dictionaries/en.json	83	"placeholder": "name@email.com",	CODE
LOW	apps/docs/src/lib/dictionaries/en.json	101	"placeholder": "What are you searching for?",	CODE
LOW	apps/docs/src/lib/dictionaries/en.json	207	"placeholder": "Paste font URL...",	CODE
LOW	apps/docs/src/lib/dictionaries/en.json	298	"placeholder": "Select one",	CODE
LOW	apps/docs/src/lib/dictionaries/en.json	331	"placeholder": "john@email.com",	CODE
LOW	apps/docs/src/demos/cn/drawer/scrollable-content.tsx	18	段落 {i + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/drawer/scrollable-content.tsx	18	段落 {i + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/tooltip/custom-trigger.tsx	11	alt="Jane Doe"	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/size.tsx	10	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/size.tsx	10	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/with-card.tsx	15	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/with-card.tsx	15	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/orientation.tsx	23	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/orientation.tsx	23	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/default.tsx	10	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/scroll-shadow/default.tsx	10	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	…/docs/src/demos/cn/scroll-shadow/visibility-change.tsx	47	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	…/docs/src/demos/cn/scroll-shadow/visibility-change.tsx	47	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	…ps/docs/src/demos/cn/scroll-shadow/hide-scroll-bar.tsx	10	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	…ps/docs/src/demos/cn/scroll-shadow/hide-scroll-bar.tsx	10	段落 {idx + 1}：Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam	CODE
LOW	apps/docs/src/demos/cn/toast/promise.tsx	31	setTimeout(() => resolve({email: "john@example.com", name: "John Doe"}), 2000);	CODE
LOW	apps/docs/src/demos/cn/textfield/with-error.tsx	7	<Input placeholder="user@example.com" />	CODE
LOW	apps/docs/src/demos/cn/textfield/input-types.tsx	18	<Input placeholder="user@example.com" />	CODE
LOW	apps/docs/src/demos/cn/textfield/required.tsx	7	<Input placeholder="John Doe" />	CODE
LOW	apps/docs/src/demos/cn/fieldset/on-surface.tsx	52	<Input placeholder="John Doe" variant="secondary" />	CODE
LOW	apps/docs/src/demos/cn/fieldset/custom-styles.tsx	51	<Input className={field} placeholder="John Doe" />	CODE
LOW	apps/docs/src/demos/cn/fieldset/basic.tsx	49	<Input placeholder="John Doe" />	CODE
LOW⚡	apps/docs/src/demos/cn/modal/custom-portal.tsx	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor	CODE
58 more matches not shown…

Hyper-Verbose Identifiers44 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	…/components/calendar/calendar-day-view-grid-header.tsx	22	export function CalendarDayViewGridHeader({	CODE
LOW	…ts/disclosure-group/use-disclosure-group-navigation.ts	20	export function useDisclosureGroupNavigation({	CODE
LOW	…mponents/disclosure-group/disclosure-group.stories.tsx	255	function SelectedIphoneColorSwatch({color, name}: {color: string; name: string}) {	CODE
LOW	…mponents/calendar-year-picker/calendar-year-picker.tsx	66	function useCalendarYearPickerTriggerContext(): CalendarYearPickerTriggerContextValue {	CODE
LOW	…mponents/calendar-year-picker/calendar-year-picker.tsx	258	function useCalendarYearPickerGridContext(): CalendarYearPickerGridContextValue {	CODE
LOW	packages/react/src/hooks/use-theme.ts	15	function subscribeSystemPreference(callback: () => void): () => void {	CODE
LOW	packages/react/src/hooks/use-theme.ts	35	function getServerSystemPreference(): undefined {	CODE
LOW	apps/docs/src/mdx-components.tsx	103	function ComponentPreviewWithSuspense(props: React.ComponentProps<typeof ComponentPreview>) {	CODE
LOW⚡	apps/docs/src/proxy.ts	70	function shouldSkipMarkdownRewrite(pathname: string): boolean {	CODE
LOW⚡	apps/docs/src/proxy.ts	79	function shouldPermanentlyRedirect(pathname: string): boolean {	CODE
LOW⚡	apps/docs/src/proxy.ts	85	function addHomepageDiscoveryHeaders(response: NextResponse, pathname: string): NextResponse {	CODE
LOW	…s/src/app/[lang]/themes/utils/generate-theme-colors.ts	286	export function calculateAccentForeground(lightness: number, chroma: number, hue: number): string {	CODE
LOW	…s/src/app/[lang]/themes/utils/generate-theme-colors.ts	796	export function getColorVariablesForElement(	CODE
LOW	…/src/app/[lang]/themes/utils/generate-css-variables.ts	76	export function generateMinimalCssVariables(	CODE
LOW	…s/docs/src/app/[lang]/themes/hooks/use-custom-fonts.ts	44	function getCustomFontsFromStorage(): CustomFont[] {	CODE
LOW	apps/docs/src/utils/extract-links.ts	99	function convertStorybookTitleToPath(title: string): string {	CODE
LOW	…s/src/showcases/navigation/apple-iphone-disclosure.tsx	30	function SelectedIphoneColorSwatch({color, name}: {color: string; name: string}) {	CODE
LOW	apps/docs/src/components/pr-contributors.tsx	77	function extractContributorsFromCommits(commits: GitHubCommit[]): Map<string, GitHubUser> {	CODE
LOW	…ps/docs/src/components/component-preview-container.tsx	29	export function ComponentPreviewContainer({	CODE
LOW	…cs/src/components/fumadocs/layouts/notebook/client.tsx	168	export function FilteredSidebarTabsDropdown({	CODE
LOW	apps/docs/src/lib/llms-platform-handlers.ts	84	export async function getPlatformLlmsComponentsTxt(platform: Platform) {	CODE
LOW	apps/docs/src/lib/llms-platform-handlers.ts	139	export async function getPlatformLlmsPatternsTxt(platform: Platform) {	CODE
LOW	apps/docs/src/lib/llms-platform-handlers.ts	167	export function createPlatformRouteHandler(	CODE
LOW	apps/docs/src/lib/llms-utils.ts	142	export function generatePlatformIndexHeader(platform: Platform): string[] {	CODE
LOW	apps/docs/src/lib/native-components-markdown.ts	19	export function replaceNativeComponentsCategories(	CODE
LOW	apps/docs/src/lib/json-ld.ts	33	export function getSoftwareApplicationJsonLd() {	CODE
LOW	…src/demos/cn/dropdown/single-with-custom-indicator.tsx	8	export function SingleWithCustomIndicator() {	CODE
LOW	…rc/demos/cn/dropdown/with-custom-submenu-indicator.tsx	6	export function WithCustomSubmenuIndicator() {	CODE
LOW	…src/demos/cn/dropdown/with-section-level-selection.tsx	8	export function WithSectionLevelSelection() {	CODE
LOW	…/src/demos/cn/slider/vertical-with-steps-and-marks.tsx	3	export function VerticalWithStepsAndMarks() {	CODE
LOW	…os/cn/input-group/with-icon-prefix-and-copy-suffix.tsx	6	export function WithIconPrefixAndCopySuffix() {	CODE
LOW	…os/cn/input-group/with-icon-prefix-and-text-suffix.tsx	6	export function WithIconPrefixAndTextSuffix() {	CODE
LOW	…mos/cn/range-calendar/allows-non-contiguous-ranges.tsx	8	export function AllowsNonContiguousRanges() {	CODE
LOW	…ps/docs/src/demos/cn/color-area/space-and-channels.tsx	39	export function ColorAreaSpaceAndChannels() {	CODE
LOW	apps/docs/src/demos/cn/breadcrumbs/custom-separator.tsx	5	export default function BreadcrumbsCustomSeparator() {	CODE
LOW	…src/demos/en/dropdown/single-with-custom-indicator.tsx	8	export function SingleWithCustomIndicator() {	CODE
LOW	…rc/demos/en/dropdown/with-custom-submenu-indicator.tsx	6	export function WithCustomSubmenuIndicator() {	CODE
LOW	…src/demos/en/dropdown/with-section-level-selection.tsx	8	export function WithSectionLevelSelection() {	CODE
LOW	…/src/demos/en/slider/vertical-with-steps-and-marks.tsx	3	export function VerticalWithStepsAndMarks() {	CODE
LOW	…os/en/input-group/with-icon-prefix-and-copy-suffix.tsx	6	export function WithIconPrefixAndCopySuffix() {	CODE
LOW	…os/en/input-group/with-icon-prefix-and-text-suffix.tsx	6	export function WithIconPrefixAndTextSuffix() {	CODE
LOW	…mos/en/range-calendar/allows-non-contiguous-ranges.tsx	8	export function AllowsNonContiguousRanges() {	CODE
LOW	…ps/docs/src/demos/en/color-area/space-and-channels.tsx	39	export function ColorAreaSpaceAndChannels() {	CODE
LOW	apps/docs/src/demos/en/breadcrumbs/custom-separator.tsx	5	export default function BreadcrumbsCustomSeparator() {	CODE

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	packages/react/src/index.ts	1	// ===================================	COMMENT
LOW	…mponents/calendar-year-picker/calendar-year-picker.tsx	301		COMMENT
LOW	packages/react/src/components/fieldset/fieldset.tsx	61	{...(props as any)}	COMMENT
LOW	apps/docs/skills/install.sh	1	#!/bin/bash	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	AGENTS.md	168	# From packages/react after scaffolding	COMMENT

heroui-inc/heroui

Open-Source Code Quality, Security and Technical Debt Review