0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-11-01

Last Push

6.4K

Stars

TypeScript

Language

405.2K

Lines of Code

3.5K

Files

206

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 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 68 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.0/100 · LOW

Are imports declared and package/API names verified? 138 finding(s).

Agent Over-Engineering Ratio 0.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 47 finding(s).

PR Review Velocity Impact 2.7/100 · LOW

Which changes need focused human review? 206 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 1MEDIUM 4LOW 201

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 206 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.

Fake / Example Data137 hits · 162 pts

Severity	File	Line	Snippet	Context
LOW	…ntributing-to-eui/documenting/writing-documentation.md	340	<Guideline type="do" text="Lorem ipsum dolor sit amet consectetur adipiscing elit.">	CODE
LOW	…ntributing-to-eui/documenting/writing-documentation.md	340	<Guideline type="do" text="Lorem ipsum dolor sit amet consectetur adipiscing elit.">	CODE
LOW	…omponents/datagrid/body/data_grid_body_custom.spec.tsx	198	? 'Lorem ipsum dolor sit amet, consectetur adipiscing elit.'	CODE
LOW	…omponents/datagrid/body/data_grid_body_custom.spec.tsx	198	? 'Lorem ipsum dolor sit amet, consectetur adipiscing elit.'	CODE
LOW	…nts/datagrid/body/cell/data_grid_cell_popover.spec.tsx	223	return 'Very long text that should get cut off because it is so long, lorem ipsum dolor sit amet words words	CODE
LOW	…nts/datagrid/body/cell/data_grid_cell_popover.spec.tsx	223	return 'Very long text that should get cut off because it is so long, lorem ipsum dolor sit amet words words	CODE
LOW	…kages/eui/src/components/call_out/call_out.stories.tsx	30	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna a	CODE
LOW	…kages/eui/src/components/call_out/call_out.stories.tsx	30	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna a	CODE
LOW	…i/src/components/comment_list/comment_list.stories.tsx	47	timelineAvatarAriaLabel: 'Jane Doe',	CODE
LOW	…nents/page/page_header/page_header_content.stories.tsx	165	'Lorem ipsum odor amet, consectetuer adipiscing elit. Montes justo potenti per himenaeos non nascetur nulla taciti	CODE
LOW	…/components/form/super_select/super_select_control.tsx	35	Omit<ButtonHTMLAttributes<HTMLButtonElement>, 'value' \| 'placeholder'> {	CODE
LOW	…/form/form_control_button/form_control_button.test.tsx	36	describe('placeholder', () => {	CODE
LOW	…nents/form/form_control_button/form_control_button.tsx	32	placeholder?: EuiFieldTextProps['placeholder'];	CODE
LOW	packages/eui/src/components/context/context.stories.tsx	34	const name = useEuiI18n('euiContext.stories.name', 'John Doe');	CODE
LOW	…i/src/components/inline_edit/inline_edit_form.test.tsx	79	test('placeholder', () => {	CODE
LOW	…i/src/components/inline_edit/inline_edit_form.test.tsx	228	test('placeholder', () => {	CODE
LOW	…i/src/components/inline_edit/inline_edit_form.test.tsx	240	getByTestSubject('euiInlineEditModeInput').getAttribute('placeholder')	CODE
LOW	…i/src/components/inline_edit/inline_edit_form.test.tsx	520	getByTestSubject('euiInlineEditModeInput').getAttribute('placeholder')	CODE
LOW	…ui/src/components/search_bar/query/execute_ast.test.ts	250	AST.create([AST.Field.must.eq('name', 'John Doe')]),	CODE
LOW	…eui/src/components/basic_table/basic_table.stories.tsx	309	<p>lorem ipsum dolor sit</p>	CODE
LOW	…eui/src/components/basic_table/basic_table.stories.tsx	491	<p>lorem ipsum dolor sit</p>	CODE
LOW	packages/eui/src/components/title/title.stories.tsx	39	children: <h2>Lorem ipsum dolor sit</h2>,	CODE
LOW	packages/eui/src/components/toast/toast.stories.tsx	27	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna a	CODE
LOW	packages/eui/src/components/toast/toast.stories.tsx	27	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna a	CODE
LOW	…rc/components/toast/global_toast_list_item.stories.tsx	33	children: <EuiToast title="It's a Toast!">Lorem ipsum</EuiToast>,	CODE
LOW	packages/eui/src/components/code/code_block.stories.tsx	116	Lorem ipsum	CODE
LOW	…/eui/src/components/color_picker/color_picker.test.tsx	154	test('placeholder', () => {	CODE
LOW	…ges/eui/src/components/text_diff/text_diff.stories.tsx	52	afterText: 'Lorem ipsum dolor sit.',	CODE
LOW	…/eui/src/components/delay_render/delay_render.a11y.tsx	30	id="dummy-id"	CODE
LOW⚡	…izable_container/resizable_collapse_button.stories.tsx	68	<span>Lorem ipsum dolor sit amet</span>	CODE
LOW⚡	…izable_container/resizable_collapse_button.stories.tsx	68	<span>Lorem ipsum dolor sit amet</span>	CODE
LOW⚡	…izable_container/resizable_collapse_button.stories.tsx	75	Lorem ipsum dolor sit amet	CODE
LOW⚡	…izable_container/resizable_collapse_button.stories.tsx	75	Lorem ipsum dolor sit amet	CODE
LOW	…izable_container/resizable_collapse_button.stories.tsx	86	<span>Lorem ipsum dolor sit amet</span>	CODE
LOW	…izable_container/resizable_collapse_button.stories.tsx	86	<span>Lorem ipsum dolor sit amet</span>	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	363	Lorem ipsum. Lorem ipsum dolor sit amet, consectetur adipiscing	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	363	Lorem ipsum. Lorem ipsum dolor sit amet, consectetur adipiscing	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	371	<mark>Lorem ipsum.</mark> Lorem ipsum dolor sit amet, consectetur	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	371	<mark>Lorem ipsum.</mark> Lorem ipsum dolor sit amet, consectetur	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	378	<mark>Lorem ipsum.</mark> Lorem ipsum dolor sit amet, consectetur	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	378	<mark>Lorem ipsum.</mark> Lorem ipsum dolor sit amet, consectetur	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	385	<small>Lorem ipsum.</small> Lorem ipsum dolor sit amet, consectetur	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	385	<small>Lorem ipsum.</small> Lorem ipsum dolor sit amet, consectetur	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	392	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW⚡	…ponents/list_item_layout/_list_item_layout.stories.tsx	392	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	…ages/eui/src/components/selectable/selectable.spec.tsx	297	label: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW	…ages/eui/src/components/selectable/selectable.spec.tsx	297	label: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW	…ages/eui/src/components/selectable/selectable.spec.tsx	319	'Lorem ipsum d…ipiscing elit.'	CODE
LOW	…ages/eui/src/components/selectable/selectable.spec.tsx	337	.should('have.text', 'Lorem ipsum …piscing elit.');	CODE
LOW	…ages/eui/src/components/selectable/selectable.spec.tsx	353	'Lorem ipsum…scing elit.'	CODE
LOW⚡	…ages/eui/src/components/selectable/selectable.spec.tsx	412	'…psum dolor sit amet, con…'	CODE
LOW⚡	…ages/eui/src/components/selectable/selectable.spec.tsx	422	'Lorem ipsum dolor sit amet…'	CODE
LOW⚡	…ages/eui/src/components/selectable/selectable.spec.tsx	422	'Lorem ipsum dolor sit amet…'	CODE
LOW⚡	…ages/eui/src/components/selectable/selectable.spec.tsx	439	cy.realType('Lorem ipsum dolor sit amet, consectetur');	CODE
LOW⚡	…ages/eui/src/components/selectable/selectable.spec.tsx	439	cy.realType('Lorem ipsum dolor sit amet, consectetur');	CODE
LOW⚡	…ages/eui/src/components/selectable/selectable.spec.tsx	440	cy.get('.euiMark').should('have.text', '…psum dolor sit amet, con…');	CODE
LOW	…mponents/text_truncate/text_block_truncate.stories.tsx	43	"Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's st	CODE
LOW	packages/eui/src/components/text_truncate/utils.test.ts	13	fullText: 'Lorem ipsum dolor sit amet',	CODE
LOW	packages/eui/src/components/text_truncate/utils.test.ts	13	fullText: 'Lorem ipsum dolor sit amet',	CODE
LOW	packages/eui/src/components/text_truncate/utils.test.ts	56	expect(utils.getTextFromRatio('Lorem ipsum', 'start')).toEqual('psum');	CODE
77 more matches not shown…

Hyper-Verbose Identifiers47 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	packages/docusaurus-theme/src/theme/theme.d.ts	97	export default function DocRootLayoutSidebarExpandButton(	CODE
LOW	packages/docusaurus-theme/src/theme/theme.d.ts	420	export default function DocsVersionDropdownNavbarItem(	CODE
LOW	packages/docusaurus-theme/src/theme/theme.d.ts	550	export default function TOCCollapsibleCollapseButton(	CODE
LOW	…-theme/src/theme/Navbar/MobileSidebar/Header/index.tsx	72	export default function NavbarMobileSidebarHeader({	CODE
LOW	…urus-theme/src/theme/DocSidebarItem/Category/index.tsx	60	function useAutoExpandActiveCategory({	CODE
LOW	…urus-theme/src/theme/DocSidebarItem/Category/index.tsx	86	function useCategoryHrefWithSSRFallback(	CODE
LOW	…heme/src/theme/TOCCollapsible/CollapseButton/index.tsx	31	export default function TOCCollapsibleCollapseButton({	CODE
LOW	…heme/src/theme/NavbarItem/DropdownNavbarItem/index.tsx	60	function DropdownNavbarItemDesktop({	CODE
LOW	packages/eui/cypress/support/a11y/checkAxe.ts	52	function logViolationsToConsoleOnly(violations: Result[]) {	CODE
LOW	packages/eui/scripts/release.js	239	async function getVersionTypeFromChangelog(changelogMap) {	CODE
LOW	packages/eui/scripts/compile-eui.js	43	async function copyFilesToDestinationDirs(files, destinationDirs) {	CODE
LOW	packages/eui/scripts/babel/react-docgen-typescript.js	209	function getChildrenTypeFromPropTypes(	CODE
LOW	…ges/eui/scripts/babel/proptypes-from-ts-props/index.js	127	function resolveArrayTypeToPropTypes(node, state) {	CODE
LOW	…ges/eui/scripts/babel/proptypes-from-ts-props/index.js	164	function resolveIdentifierToPropTypes(node, state) {	CODE
LOW	…ges/eui/scripts/babel/proptypes-from-ts-props/index.js	381	function buildPropTypePrimitiveExpression(types, typeName) {	CODE
LOW	…ges/eui/scripts/babel/proptypes-from-ts-props/index.js	1296	function processComponentDeclaration(typeDefinition, path, state) {	CODE
LOW	packages/eui/scripts/eslint-plugin/i18n.js	48	function getRenderPropFromChildren(children) {	CODE
LOW	packages/eui/scripts/eslint-plugin/i18n.js	69	function getExpectedParamNameFromToken(tokenValue) {	CODE
LOW	packages/eui/src/test/cypress/matchers.ts	11	export function registerEuiCypressMatchers() {	CODE
LOW	packages/eui/src/global_styling/functions/typography.ts	68	export function euiLineHeightFromBaseline(	CODE
LOW	packages/eui/src/components/datagrid/data_grid.test.tsx	131	function openColumnSorterSelection(datagrid: ReactWrapper) {	CODE
LOW	packages/eui/src/components/datagrid/data_grid.test.tsx	152	function closeColumnSorterSelection(datagrid: ReactWrapper) {	CODE
LOW	packages/eui/src/components/page/_restrict_width.ts	41	export function setPropsForRestrictedPageWidth(	CODE
LOW	packages/eui/src/components/page/_restrict_width.ts	66	export function setStyleForRestrictedPageWidth(	CODE
LOW	…s/date_picker/react-datepicker/test/datepicker_test.js	757	function getOnInputKeyDownDisabledKeyboardNavigationStuff() {	CODE
LOW	…ponents/date_picker/react-datepicker/src/date_utils.js	363	export function getFormattedWeekdayInLocale(locale, date, formatFunc) {	CODE
LOW	…src/components/resizable_container/resizable_panel.tsx	405	export function euiResizablePanelWithControls(	CODE
LOW	…ges/eui/src/components/resizable_container/context.tsx	24	export function EuiResizableContainerContextProvider({	CODE
LOW	…components/collapsible_nav/collapsible_nav.stories.tsx	197	function alterLinksWithCurrentState(	CODE
LOW	packages/eui/src/components/popover/popover.tsx	232	export function getPopoverPositionFromAnchorPosition(	CODE
LOW	packages/eui/src/components/popover/popover.tsx	246	export function getPopoverAlignFromAnchorPosition(	CODE
LOW	…ui/src/components/button/button_group/button_group.tsx	37	function flattenButtonGroupChildren(children: ReactNode): ReactElement[] {	CODE
LOW	…ents/button/button_group/use_button_group_selection.ts	28	export function useEuiButtonGroupSelection({	CODE
LOW	packages/eui/src/components/delay_hide/delay_hide.tsx	17	function isComponentBecomingVisible(	CODE
LOW	…eui/src/components/markdown_editor/markdown_actions.ts	366	function newlinesToSurroundSelectedText(	CODE
LOW	…ts/markdown_editor/plugins/markdown_link_validator.tsx	155	function resolveDocumentRelativeUrl(	CODE
LOW	…n_editor/plugins/remark/remark_intraword_underscore.ts	187	const attacher: Plugin = function remarkIntrawordUnderscore() {	CODE
LOW	…ckages/eui/src/components/flyout/manager/validation.ts	39	export function validateManagedFlyoutSize(	CODE
LOW	…ckages/eui/src/components/flyout/manager/validation.ts	96	export function createValidationErrorMessage(	CODE
LOW	…ckages/eui/src/services/popover/popover_positioning.ts	323	export function getPopoverScreenCoordinates({	CODE
LOW	packages/eui/src/services/format/format_date.ts	71	function instanceOfFormatDateConfig(x: any): x is Partial<FormatDateConfig> {	CODE
LOW	…theme-common/src/global_styling/functions/_colors.scss	136	@function makeDisabledContrastColor($color, $background: $euiPageBackgroundColor) {	CODE
LOW	…lint-plugin/src/rules/a11y/tooltip_button_icon_wrap.ts	63	function isInsideEuiCopyWithBeforeMessage(node: TSESTree.JSXElement): boolean {	CODE
LOW	…lugin/src/rules/a11y/tooltip_no_interactive_content.ts	20	function getSyntheticInteractiveElementName(	CODE
LOW	…lugin/src/rules/a11y/tooltip_no_interactive_content.ts	35	function shouldSkipTooltipContentElement(element: TSESTree.JSXElement): boolean {	CODE
LOW	…plugin/src/rules/a11y/no_nested_interactive_element.ts	184	function getSyntheticInteractiveElementName(	CODE
LOW	…plugin/src/rules/a11y/no_nested_interactive_element.ts	207	function shouldSkipNestedScanElement(element: TSESTree.JSXElement): boolean {	CODE

Over-Commented Block15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	catalog-info.yaml	1	# This file is meant to be edited by EUI core contributors and Elastic	COMMENT
LOW	scripts/release_publish.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/check_changelogs.sh	1	#!/bin/bash	COMMENT
LOW	scripts/release_prep.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packages/eui/cypress/support/component.tsx	1	// ***********************************************************	COMMENT
LOW	packages/eui/.storybook/addons/code-snippet/README.md	161	// This is useful when the story arg would render unreadable or not useful output.	COMMENT
LOW	packages/eui/scripts/dtsgenerator.js	121	.replace(	COMMENT
LOW	…_picker/react-datepicker/src/year_dropdown_options.jsx	141	// which caused problems when `minDate` or `maxDate` were configured: https://github.com/elastic/eui/issues/5058	COMMENT
LOW	…components/date_picker/react-datepicker/src/index.d.ts	1	/*	COMMENT
LOW	…ents/outside_click_detector/outside_click_detector.tsx	41	// the id is used to identify which EuiOutsideClickDetector	COMMENT
LOW	…rovider/component_defaults/component_defaults.test.tsx	141	// NOTE: Components are in charge of their own testing to ensure that the props	COMMENT
LOW	…ages/eui/src/components/resizable_container/helpers.ts	401	// Rather than choose another single panel to sacrifice space,	COMMENT
LOW	…kflows/update_kibana_dependencies__prepare_changes.yml	1	################################################################################	COMMENT
LOW	.buildkite/scripts/deploy_docs/step_vrt.sh	1	#!/bin/bash	COMMENT
LOW	.buildkite/scripts/deploy_docs/step_vrt_update.sh	1	#!/bin/bash	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	catalog-info.yaml	1	# This file is meant to be edited by EUI core contributors and Elastic	COMMENT
MEDIUM	scripts/release_lib.sh	96	# Create a temp file. BSD/macOS mktemp requires a template with `XXXXXX`.	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…src/components/flyout/manager/flyout_managed.styles.ts	62	// Apply a higher z-index to opening main flyouts for seamless	COMMENT
MEDIUM	…heme-common/src/global_styling/mixins/_typography.scss	36	// Essentially, fonts across eui should scale against the root html element, not	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…ges/eui/src/components/search_bar/query/date_format.ts	354	print(date: EuiMoment \| MomentInput, defaultGranularity = undefined) {	CODE

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/check_changelogs.sh	27	# Check if a label exists in the list	COMMENT
LOW	.buildkite/scripts/release/step_commit_and_publish.sh	30	# Check if version isn't already published if RELEASE_VERSION is set	COMMENT

elastic/eui

Open-Source Code Quality, Security and Technical Debt Review