1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

13.8K

Stars

TypeScript

Language

1.3M

Lines of Code

4.9K

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 3.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 853 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 112 finding(s).

Agent Over-Engineering Ratio 4.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 703 finding(s).

PR Review Velocity Impact 6.4/100 · LOW

Which changes need focused human review? 1210 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 262LOW 947

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 1210 distinct pattern matches across 15 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.

Decorative Section Separators244 hits · 740 pts

Severity	File	Line	Snippet	Context
MEDIUM	eslint.config.js	697	// ── CLI architecture invariants ────────────────────────────────────────	COMMENT
MEDIUM	eslint.config.js	807	// ── INV23 + FR3: text-layout bans in command handlers ───────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/run-purity.ts	87	// ── Live snapshotting of the output file (the purity timeline) ────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/run-purity.ts	147	// ── Bounded concurrency pool ─────────────────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/run-purity.ts	172	// ── One run (spawn cursor-agent headless) ────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/run-purity.ts	308	// ── Main ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rnal/vibe-tests/prompt-purity-test/purity-aggregate.ts	427	// ── Comparison vs control ──────────────────────────────────────────	COMMENT
MEDIUM	…rnal/vibe-tests/prompt-purity-test/purity-aggregate.ts	447	// ── Cost (exact tokens; $ is an estimate) ──────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/smoke-test.ts	56	// ── Fixtures ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/smoke-test.ts	80	// ── A. classifier ────────────────────────────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/smoke-test.ts	159	// ── B. setup wiring ──────────────────────────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/smoke-test.ts	283	// ── C. runner dry-run (best-effort) ──────────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/smoke-test.ts	326	// ── Cleanup + report ─────────────────────────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/purity-eval.ts	62	// ── className string extraction (for Tailwind detection) ──────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/purity-eval.ts	98	// ── Marker detectors ─────────────────────────────────────────────────	COMMENT
MEDIUM	internal/vibe-tests/prompt-purity-test/purity-eval.ts	256	// ── Cost: parse the cursor-agent terminal `result` event + estimate $ ─────────	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	66	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	68	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	87	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	89	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	121	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	123	# -------------------------------------------------------	COMMENT
MEDIUM⚡	internal/vibe-tests/scripts/smoke-test.sh	225	# -------------------------------------------------------	COMMENT
MEDIUM⚡	internal/vibe-tests/scripts/smoke-test.sh	227	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	290	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	292	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	321	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	323	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	338	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	340	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	353	# -------------------------------------------------------	COMMENT
MEDIUM	internal/vibe-tests/scripts/smoke-test.sh	355	# -------------------------------------------------------	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.tsx	109	// ─── Base Props (shared across all modes) ─────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.tsx	192	// ─── Mode-specific Props (discriminated union) ────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	88	// ─── Basic Rendering ─────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	229	// ─── Selection ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	338	// ─── Navigation ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	382	// ─── Date Constraints ────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	416	// ─── Initial Visible Month ───────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	679	// ─── Multi-Month ─────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	726	// ─── Display Options ─────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	761	// ─── Range Mode ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	919	// ─── Accessibility ───────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	1005	// ─── Month Change Announcements ──────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	1584	// ─── Selection Semantics for AT (WCAG 4.1.2 / 1.3.1) ────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	1719	// ─── Bug Regression Tests ───────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	1914	// ─── RTL (#3388) ─────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	1914	// ─── RTL (#3388) ─────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	1964	// ─── Day-cell marker theming (#4286) ─────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	1964	// ─── Day-cell marker theming (#4286) ─────────────────────────	COMMENT
MEDIUM	packages/core/src/Calendar/Calendar.test.tsx	2088	// ─── Theming targets ─────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Field/Field.tsx	293	// ─── Horizontal-labels mode ───────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Field/Field.tsx	331	// ─── Default mode (vertical / horizontal) ─────────────────────────────	COMMENT
MEDIUM	packages/core/src/Field/Field.test.tsx	510	// ─── width prop (#2755) ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Field/Field.test.tsx	510	// ─── width prop (#2755) ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/Field/Field.test.tsx	569	// ─── Horizontal-labels context ────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/FormLayout/FormLayout.test.tsx	35	// ─── Basic rendering ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/FormLayout/FormLayout.test.tsx	89	// ─── Direction modes ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/FormLayout/FormLayout.test.tsx	120	// ─── Context propagation ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/src/FormLayout/FormLayout.test.tsx	149	// ─── Nesting ────────────────────────────────────────────────────────────	COMMENT
184 more matches not shown…

Hyper-Verbose Identifiers458 hits · 458 pts

Severity	File	Line	Snippet	Context
LOW	internal/vibe-tests/app/src/report/Report.tsx	90	function MaintainabilityMetricsCard({	CODE
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	203	function installHostAlignedStrategy(arm: string) {	CODE
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	288	function installGuestContainedStrategy(arm: string) {	CODE
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	600	function applyEnterpriseComposition(arm: string) {	CODE
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	839	function writeFalsePositiveEvidence(	CODE
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	1528	function measureShellTriggerInsertion() {	CODE
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	1673	function insertGuestBoundaryDialogTrigger(arm: string) {	CODE
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	1704	function measureGuestBoundaryInsertion() {	CODE
LOW	internal/vibe-tests/setup-test/setup-aggregate.ts	79	export function assertAggregateReportPublicSafe(value: unknown) {	CODE
LOW	internal/vibe-tests/setup-test/setup-eval.ts	830	function baselineValidationFailures(baseline: Measurement): string[] {	CODE
LOW	internal/vibe-tests/src/interactive.ts	994	function generateSubagentInstructions(	CODE
LOW	internal/vibe-tests/src/universal-eval.ts	784	function countMagicAndSemanticValues(	CODE
LOW	internal/vibe-tests/src/provenance-aggregation.ts	27	export function loadOptionalExecutionProvenance(	CODE
LOW	internal/a11y-spec/src/patterns/checkbox.ts	276	async function assertReachableAndEscapable(	CODE
LOW	internal/a11y-spec/src/patterns/tabs.fixtures.ts	833	export function expectedTabsMutationFailure(	CODE
LOW	internal/a11y-spec/src/patterns/radio-group.fixtures.ts	647	export function expectedRadioGroupMutationFailure(	CODE
LOW	internal/a11y-spec/src/patterns/carousel.fixtures.ts	306	export function expectedCarouselMutationFailure(	CODE
LOW	internal/a11y-spec/src/patterns/text-input.ts	135	async function assertKeyboardEditsBlocked(	CODE
LOW	internal/a11y-spec/src/patterns/tabs.ts	300	async function assertSelectionKeyRoundTrip(	CODE
LOW	…ernal/eslint-plugin-astryx/no-hardcoded-i18n-string.js	226	function reportUserFacingLiteralsIn(expr, name, context, isDefault, opts = {}) {	CODE
LOW	…/eslint-plugin-astryx/require-baseprops-passthrough.js	137	function collectDisplayNamedComponents(program) {	CODE
LOW	internal/eslint-plugin-astryx/no-physical-properties.js	431	function horizontalTransformLeaves(node) {	CODE
LOW	internal/eslint-plugin-astryx/no-physical-properties.js	557	function uncompensatedLogicalCentering(node) {	CODE
LOW	internal/eslint-plugin-astryx/no-raw-intl-locale.js	217	function segmenterUsesOnlyGraphemes(optionsNode) {	CODE
LOW	internal/eslint-plugin-astryx/stylex-style-source.js	198	export function extractStylexStyleProperties(text) {	CODE
LOW	internal/eslint-plugin-astryx/stylex-style-source.js	273	export function resolveImportedStyleProperties(	CODE
LOW	scripts/sync-templates.js	203	function generateBlockRouteWrapper(block) {	CODE
LOW	…e/src/InteractiveRoleContext/InteractiveRoleContext.ts	51	export function useInteractiveRoleContext(): InteractiveRole \| null {	CODE
LOW	packages/core/src/Kbd/Kbd.tsx	125	function subscribeToPlatformChanges(): () => void {	CODE
LOW	packages/core/src/Kbd/Kbd.tsx	129	function getServerPlatformSnapshot(): boolean {	CODE
LOW	packages/core/src/Drawer/useDrawerDialogPresence.ts	244	function readTransformTransitionMs(element: HTMLElement): number \| null {	CODE
LOW	packages/core/src/Selector/SelectorBottomSheet.tsx	43	function SelectorBottomSheetInitialFocus({	CODE
LOW	…ckages/core/src/Selector/__tests__/Listbox.a11y.dom.ts	12	export function installListboxDialogStubs(): void {	CODE
LOW	packages/core/src/Tooltip/useTooltip.test.tsx	372	function installReentrantPopoverApi() {	CODE
LOW	packages/core/src/Tooltip/useTooltip.test.tsx	411	function PopoverWithTooltipTrigger({onShow}: {onShow: () => void}) {	CODE
LOW	…ests__/TooltipTallContentTracking.a11y.browser.spec.ts	141	function expectClearFromSecondFrame(frames: Frame[]) {	CODE
LOW	…ests__/TooltipTallContentTracking.a11y.browser.spec.ts	269	function expectReadableOnRoomierSide(frames: Frame[], viewportHeight: number) {	CODE
LOW	packages/core/src/Calendar/dayCellUtils.ts	249	export function computeDayNeighborContinuity(input: {	CODE
LOW	…es/core/src/Calendar/getStandaloneShortWeekdayNames.ts	25	export function getStandaloneShortWeekdayNames(	CODE
LOW	packages/core/src/Chat/useTriggerMenu.tsx	220	function isUnmatchedMultiWordQuery(	CODE
LOW	…rc/Chat/__tests__/ChatMessageBubble.auditProvenance.ts	35	export async function resolveChatMessageBubbleAuditProvenance({	CODE
LOW	packages/core/src/CodeBlock/highlightRanges.ts	46	function ensureDynamicHighlightType(tokenType: string): void {	CODE
LOW	packages/core/src/CodeBlock/highlightRanges.ts	215	export function applyHighlightRangesChunked(	CODE
LOW	packages/core/src/CodeBlock/highlightRanges.ts	343	export function applyHighlightRangesBatch(	CODE
LOW	…/src/CheckboxInput/__tests__/Checkbox.a11y.renders.tsx	113	function ReadOnlyCollectionListItem() {	CODE
LOW	packages/core/src/DropdownMenu/DropdownMenuContext.tsx	163	export function useDropdownMenuRadioGroupContext(): DropdownMenuRadioGroupContextValue \| null {	CODE
LOW	packages/core/src/DropdownMenu/lazyMenuBottomSheet.ts	82	export async function preloadMenuBottomSheetActionList(): Promise<ActionListPreload> {	CODE
LOW	packages/core/src/DropdownMenu/lazyMenuBottomSheet.ts	110	export function MenuBottomSheetActionList(	CODE
LOW	…es/core/src/DropdownMenu/MenuBottomSheetActionList.tsx	61	export function MenuBottomSheetActionList({	CODE
LOW	packages/core/src/Markdown/remark.ts	1443	export function createMarkdownRemarkTransform(	CODE
LOW	packages/core/src/Markdown/Markdown.fr23.bench.ts	105	function knownRangeDecorationPlugin(source: string) {	CODE
LOW	packages/core/src/Markdown/Markdown.tsx	888	function useStableMarkdownSyntaxEntries(	CODE
LOW	packages/core/src/Markdown/Markdown.tsx	1312	function computeTableColumnMinWidths(node: RenderTable): number[] {	CODE
LOW	packages/core/src/Markdown/ast.ts	155	export function getMarkdownAstLegacyCodeLanguage(	CODE
LOW	packages/core/src/Markdown/parser.perf.test.ts	54	function simulateStreamingFullReparse(	CODE
LOW	packages/core/src/Markdown/parser.perf.test.ts	64	function simulateStreamingIncremental(	CODE
LOW	packages/core/src/Markdown/parser.ts	740	function stripExactBlockquoteDepth(	CODE
LOW	packages/core/src/Markdown/parser.ts	2788	function peelTrailingPunctAndParens(url: string): string {	CODE
LOW	packages/core/src/Markdown/parser.ts	3181	function canContinueParagraphLazily(	CODE
LOW	packages/core/src/Markdown/parser.ts	4985	export function parseMarkdownAstIncremental(	CODE
398 more matches not shown…

Over-Commented Block340 hits · 340 pts

Severity	File	Line	Snippet	Context
LOW	crowdin.yml	1	# Copyright (c) Meta Platforms, Inc. and affiliates.	COMMENT
LOW	crowdin.yml	21	# commits translations directly. By default that integration appends its	COMMENT
LOW	playwright.config.ts	61	// The contract's own conforming/violating fixture proof.	COMMENT
LOW	eslint.config.js	921	//	COMMENT
LOW	vitest.config.ts	81	},	COMMENT
LOW	vitest.config.ts	101	// they fail loudly there — move it into the `ui` include list.	COMMENT
LOW	vitest.config.ts	161	// from inlined callers.	COMMENT
LOW	pnpm-workspace.yaml	1	# Copyright (c) Meta Platforms, Inc. and affiliates.	COMMENT
LOW	pnpm-workspace.yaml	21	linkWorkspacePackages: true	COMMENT
LOW	pnpm-workspace.yaml	61	# Moved from package.json's "pnpm" field: pnpm 11 no longer reads	COMMENT
LOW	pnpm-workspace.yaml	81	dompurify: ^3.4.13	COMMENT
LOW	internal/test-utils/src/setup.ts	21	// whether both are present is timing-dependent (the region updates on an effect	COMMENT
LOW	internal/vibe-tests/setup-test/setup-canonical.test.ts	1961	// document scope before first paint, so the design system's typographic	COMMENT
LOW	internal/vibe-tests/scripts/smoke-test.sh	1	#!/usr/bin/env bash	COMMENT
LOW	internal/eslint-plugin-astryx/index.js	401	'@astryx/no-raw-paragraph': 'error',	COMMENT
LOW	internal/eslint-plugin-astryx/index.js	421	// Core and lab draw every ring from the shared utility; error so the one	COMMENT
LOW	internal/eslint-plugin-astryx/index.js	441	'@astryx/copyright-header': 'error',	COMMENT
LOW	internal/eslint-plugin-astryx/index.js	521	// A component-level light-dark() is a light/dark decision no theme can	COMMENT
LOW	internal/interaction-harness/src/busy.ts	661	const longestStallMs = longestGap.ms;	COMMENT
LOW	internal/interaction-harness/src/curves.ts	121	animation.addEventListener('finish', event => {	COMMENT
LOW	scripts/prune-branches.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packages/core/src/Thumbnail/Thumbnail.tsx	181	// SelectableCard. A transparent `::after` tints on hover/press instead of	COMMENT
LOW	packages/core/src/AvatarGroup/AvatarGroupOverflow.tsx	101	paddingBlock: 0,	COMMENT
LOW	packages/core/src/Drawer/Drawer.tsx	141	transitionDuration: durationVars['--duration-medium'],	COMMENT
LOW	packages/core/src/Drawer/Drawer.tsx	241	overflowX: 'hidden',	COMMENT
LOW	packages/core/src/Selector/Selector.tsx	201	// its own value box to that row rather than asking the value to fit it: any	COMMENT
LOW	packages/core/src/Selector/Selector.tsx	481	opacity: 0.5,	COMMENT
LOW	packages/core/src/Selector/Selector.tsx	1261	// only option and group children — so this region is its only route to	COMMENT
LOW	packages/core/src/Selector/Selector.tsx	1521	onContainerKeyDown={e => {	COMMENT
LOW	packages/core/src/Selector/Selector.test.tsx	3661	// renders role="separator" (unchanged visual/DOM), but must be excluded	COMMENT
LOW	…__tests__/EmptyStateAnnouncement.a11y.chromium.spec.ts	81	// mutation-checked there (restoring the old `searchQuery === ''` condition	COMMENT
LOW	packages/core/src/ClickableCard/ClickableCard.tsx	81	},	COMMENT
LOW	packages/core/src/Tooltip/useTooltip.tsx	561	clearTimeouts();	COMMENT
LOW	packages/core/src/SideNav/SideNavItem.tsx	121	},	COMMENT
LOW	packages/core/src/SideNav/SideNavItem.tsx	801	const primaryIndent = depth > 0 && indentStyles.primary(depth);	COMMENT
LOW	packages/core/src/Card/Card.tsx	61	'--_card-radius': radiusVars['--radius-container'],	COMMENT
LOW	packages/core/src/Typeahead/BaseTypeahead.tsx	541	// only its settled empty row supplies the words to announce.	COMMENT
LOW	packages/core/src/Typeahead/BaseTypeahead.tsx	601	// with no dependency on event-loop timing between focus and click (a	COMMENT
LOW	packages/core/src/Typeahead/BaseTypeahead.tsx	1061		COMMENT
LOW	packages/core/src/Typeahead/Typeahead.tsx	221	// row to wrap to. It also cannot wrap and keep its end controls in flow:	COMMENT
LOW	packages/core/src/Typeahead/Typeahead.tsx	241	// content lane is not the only flexible item in the row (a start icon, a	COMMENT
LOW	packages/core/src/Typeahead/Typeahead.tsx	261	// input: the lane takes the free space so the end controls sit in the	COMMENT
LOW	packages/core/src/Typeahead/Typeahead.tsx	281	// is, which is why no story caught it.	COMMENT
LOW	packages/core/src/Typeahead/Typeahead.tsx	461		COMMENT
LOW	packages/core/src/Indicator/CheckIndicator.tsx	101	// indicator's place, matching the other indicators' contract. It is checked	COMMENT
LOW	packages/core/src/Indicator/CheckIndicator.tsx	141	return null;	COMMENT
LOW	packages/core/src/ButtonGroup/ButtonGroup.test.tsx	201	).toBeInTheDocument();	COMMENT
LOW	packages/core/src/Chat/ChatComposerInput.tsx	521	// the DOM is already authoritative for that value, and the user	COMMENT
LOW	packages/core/src/Chat/ChatComposer.tsx	281	},	COMMENT
LOW	packages/core/src/Chat/ChatLayout.test.tsx	101	</ChatLayout>,	COMMENT
LOW	packages/core/src/CodeBlock/CodeBlock.tsx	361	// The glyph column: the +, - or space of every line sits in its own track	COMMENT
LOW	packages/core/src/DropdownMenu/DropdownMenuSubMenu.tsx	881	// hover-open intent (onMouseEnter/onMouseLeave) — the flyout still opens on	COMMENT
LOW	packages/core/src/DropdownMenu/menuItemHover.ts	41	if (el !== el.ownerDocument.activeElement) {	COMMENT
LOW	packages/core/src/DropdownMenu/DropdownMenu.tsx	961	const headerRef = useRef<HTMLDivElement \| null>(null);	COMMENT
LOW	packages/core/src/Markdown/parser.perf.test.ts	301	// Both are tracked — not bounded — by the next test.	COMMENT
LOW	packages/core/src/Layout/overlayPaddingReset.test.tsx	181	// so it has to keep reaching inside every overlay — clearing it would	COMMENT
LOW	packages/core/src/Tokenizer/TokenizerBottomSheet.tsx	321	const listRef = useRef<HTMLDivElement>(null);	COMMENT
LOW	packages/core/src/Tokenizer/TokenizerBottomSheet.tsx	381	// comes to be: the initial one, an open, a change.	COMMENT
LOW	packages/core/src/Tokenizer/TokenizerBottomSheet.tsx	461	// clearing. The ref is updated in a layout effect, before any request this	COMMENT
LOW	packages/core/src/Tokenizer/useEndLaneReserve.ts	41	//	COMMENT
280 more matches not shown…

Fake / Example Data111 hits · 120 pts

Severity	File	Line	Snippet	Context
LOW	…ernal/eslint-plugin-astryx/no-hardcoded-i18n-string.js	105	'placeholder',	CODE
LOW	…ages/core/src/ComplexSelector/ComplexSelector.test.tsx	771	triggerLabel="Acme Ltd">	CODE
LOW	…ages/core/src/ComplexSelector/ComplexSelector.test.tsx	779	expect(trigger).toHaveTextContent('Acme Ltd');	CODE
LOW	packages/core/src/SideNav/SideNav.test.tsx	918	superheading="Acme Corp"	CODE
LOW	packages/core/src/SideNav/SideNav.test.tsx	924	expect(screen.getByText('Acme Corp')).toBeInTheDocument();	CODE
LOW	packages/core/src/TimeInput/TimeInput.test.tsx	779	expect(input).toHaveAttribute('placeholder', 'Select a time');	CODE
LOW	packages/core/src/TimeInput/TimeInput.test.tsx	903	'placeholder',	CODE
LOW	packages/core/src/Typeahead/types.ts	25	* label: 'Jane Doe',	COMMENT
LOW	packages/core/src/Markdown/parser.test.ts	1298	children: [{type: 'text', content: 'user@example.com'}],	CODE
LOW	packages/core/src/Markdown/parser.test.ts	1341	children: [{type: 'text', content: 'user@example.com'}],	CODE
LOW	packages/core/src/Markdown/Markdown.test.tsx	1364	expect(link!.textContent).toBe('user@example.com');	CODE
LOW	packages/core/src/Tokenizer/Tokenizer.test.tsx	453	expect(input).not.toHaveAttribute('placeholder', 'Search people...');	CODE
LOW	packages/core/src/Tokenizer/Tokenizer.test.tsx	469	expect(input).toHaveAttribute('placeholder', ' ');	CODE
LOW	packages/core/src/Toast/ToastViewport.test.tsx	90	const EMPTY_OPTIONS: ToastOptions = {body: 'placeholder'};	CODE
LOW	packages/core/src/DateTimeInput/DateTimeInput.test.tsx	1087	expect(timeInput).toHaveAttribute('placeholder', 'Select a time');	CODE
LOW	…ges/core/src/DateTimeInput/DateTimeInputTouch.test.tsx	238	expect(dateField()).toHaveAttribute('placeholder', 'Select a date');	CODE
LOW	…ges/core/src/DateTimeInput/DateTimeInputTouch.test.tsx	239	expect(timeField()).toHaveAttribute('placeholder', 'Select a time');	CODE
LOW	…ges/core/src/DateTimeInput/DateTimeInputTouch.test.tsx	263	expect(timeField()).toHaveAttribute('placeholder', 'Pick a time');	CODE
LOW	…yer/__tests__/LayerReducedMotion.a11y.chromium.spec.ts	53	trigger: 'Jane Doe',	CODE
LOW	…src/Layer/__tests__/TouchTrigger.a11y.chromium.spec.ts	107	trigger: (page: Page) => page.getByText('Jane Doe', {exact: true}),	CODE
LOW	packages/core/src/theme/types.ts	161	'primary' \| 'secondary' \| 'disabled' \| 'placeholder' \| 'accent' \| 'inherit';	CODE
LOW	packages/core/src/DateInput/DateInputTouch.test.tsx	497	expect(field()).toHaveAttribute('placeholder', 'Select a date');	CODE
LOW	packages/core/src/DateInput/DateInputTouch.test.tsx	544	expect(field()).toHaveAttribute('placeholder', 'Pick a day');	CODE
LOW	packages/core/src/Avatar/AvatarStatusDot.tsx	294	* name="John Doe"	COMMENT
LOW	packages/core/src/Avatar/Avatar.tsx	432	* getInitials('John Doe') // 'JD'	COMMENT
LOW⚡	packages/core/src/Avatar/Avatar.tsx	556	* <Avatar src="/user.jpg" name="John Doe" />	COMMENT
LOW⚡	packages/core/src/Avatar/Avatar.tsx	561	* <Avatar src="/user.jpg" name="John Doe" href="/users/john" />	COMMENT
LOW⚡	packages/core/src/Avatar/Avatar.tsx	562	* <Avatar src="/user.jpg" name="John Doe" onClick={() => openProfile()} />	COMMENT
LOW⚡	…s/core/src/CommandPalette/CommandPaletteInput.test.tsx	181	expect(input).toHaveAttribute('placeholder', 'Search…');	CODE
LOW⚡	…s/core/src/CommandPalette/CommandPaletteInput.test.tsx	187	expect(input).toHaveAttribute('placeholder', 'Search…');	CODE
LOW⚡	…s/core/src/CommandPalette/CommandPaletteInput.test.tsx	194	).toHaveAttribute('placeholder', 'Type a command...');	CODE
LOW	packages/native/apple/Tests/AstryxTests/TextTests.swift	31	#expect(color.text(named: "placeholder") == color.textSecondary)	COMMENT
LOW	…kages/native/apple/Sources/Astryx/Text/TypeStyle.swift	73	case "secondary", "placeholder": textSecondary	CODE
LOW	…ive/apple/Sources/AstryxNative/Generated/Heading.swift	33	case placeholder = "placeholder"	CODE
LOW	…native/apple/Sources/AstryxNative/Generated/Text.swift	30	case placeholder = "placeholder"	CODE
LOW	…kages/lab/src/MobileTokenizer/MobileTokenizer.test.tsx	1076	expect(search).toHaveAttribute('placeholder', 'Search…');	CODE
LOW	…s/lab/src/MobilePowerSearch/MobilePowerSearch.test.tsx	1786	expect(input).toHaveAttribute('placeholder', 'Search content…');	CODE
LOW	packages/lab/src/TransferList/TransferList.test.tsx	310	expect(search).toHaveAttribute('placeholder', 'Find a column');	CODE
LOW	packages/cli/api/search/tree.weights.json	1	{"classes":["component","hook","doc","template","theme","NONE"],"tokens":{"#bias":[0.5769,-0.5917,-0.0025,-0.3774,-1.222	CODE
LOW	packages/cli/api/search/_cards.json	261	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	588	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	653	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	1306	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	1391	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	1482	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	2803	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	2853	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	3044	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	3315	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	4017	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	4052	"placeholder"	CODE
LOW	packages/cli/api/search/_cards.json	4126	"placeholder"	CODE
LOW	packages/cli/api/search/_cards.json	4318	"placeholder",	CODE
LOW	packages/cli/api/search/_cards.json	4623	"placeholder",	CODE
LOW	…es/blocks/components/SideNav/SideNavWithHeaderMenu.tsx	82	<ListItem label="Acme Corp" href="#" />	CODE
LOW	…ates/blocks/components/AppShell/AppShellWithBanner.tsx	76	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	…ates/blocks/components/AppShell/AppShellWithBanner.tsx	76	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	…ates/blocks/components/AppShell/AppShellTopNavOnly.tsx	40	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	…ates/blocks/components/AppShell/AppShellTopNavOnly.tsx	40	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	…ocks/components/AppShell/AppShellTopNavWithSideNav.tsx	66	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
51 more matches not shown…

Verbosity Indicators16 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW⚡	internal/vibe-tests/src/build-previews.ts	310	// Step 1: Collect all 'const xxxRaw = { ... } as const;' blocks	COMMENT
LOW⚡	internal/vibe-tests/src/build-previews.ts	319	// Step 2: Inline variable references in createTheme calls	COMMENT
LOW	internal/vibe-tests/src/build-previews.ts	338	// Step 3: Strip remaining type casts (but not in import lines)	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	285	// Step 1: Ensure universal.json exists	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	289	// Step 2: If baseline provided, ensure comparison	COMMENT
LOW	internal/vibe-tests/src/build-report.ts	303	// Step 3: Load source code for per-prompt inspection	COMMENT
LOW	internal/vibe-tests/src/build-report.ts	436	// Step 4: Build the data script	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	453	// Step 5: Ensure CSS dist files exist (needed for report build)	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	456	// Step 6: Dev mode or build	COMMENT
LOW	internal/vibe-tests/src/build-report.ts	491	// Step 5: Inject data and styles into the built HTML	COMMENT
LOW⚡	packages/core/src/Markdown/streaming.test.ts	128	// Step 1: boundaries = [0, 5, 10]	COMMENT
LOW⚡	packages/core/src/Markdown/streaming.test.ts	136	// Step 2: boundary 0 evicted → boundaries = [5, 10, 14]	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	65	// Step 1: center	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	69	// Step 2: azimuth	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	72	// Step 3: elevation	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	75	// Step 4: project to pixels	COMMENT

Structural Annotation Overuse16 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW⚡	internal/vibe-tests/src/build-previews.ts	310	// Step 1: Collect all 'const xxxRaw = { ... } as const;' blocks	COMMENT
LOW⚡	internal/vibe-tests/src/build-previews.ts	319	// Step 2: Inline variable references in createTheme calls	COMMENT
LOW	internal/vibe-tests/src/build-previews.ts	338	// Step 3: Strip remaining type casts (but not in import lines)	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	285	// Step 1: Ensure universal.json exists	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	289	// Step 2: If baseline provided, ensure comparison	COMMENT
LOW	internal/vibe-tests/src/build-report.ts	303	// Step 3: Load source code for per-prompt inspection	COMMENT
LOW	internal/vibe-tests/src/build-report.ts	436	// Step 4: Build the data script	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	453	// Step 5: Ensure CSS dist files exist (needed for report build)	COMMENT
LOW⚡	internal/vibe-tests/src/build-report.ts	456	// Step 6: Dev mode or build	COMMENT
LOW	internal/vibe-tests/src/build-report.ts	491	// Step 5: Inject data and styles into the built HTML	COMMENT
LOW⚡	packages/core/src/Markdown/streaming.test.ts	128	// Step 1: boundaries = [0, 5, 10]	COMMENT
LOW⚡	packages/core/src/Markdown/streaming.test.ts	136	// Step 2: boundary 0 evicted → boundaries = [5, 10, 14]	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	65	// Step 1: center	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	69	// Step 2: azimuth	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	72	// Step 3: elevation	COMMENT
LOW⚡	packages/lab/src/ThreeD/projection.test.ts	75	// Step 4: project to pixels	COMMENT

AI Slop Vocabulary9 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/core/src/Layout/LayoutPanel.tsx	235	// When no divider, collapse spacing for seamless visual flow	COMMENT
MEDIUM	packages/core/src/Layout/LayoutContent.tsx	45	// for a seamless visual flow: Layout's middle row sets these to 0px then	COMMENT
MEDIUM	packages/core/src/utils/color.test.ts	172	// robust charts implementation. Composed as `toGLFloats(parseHex(input))`,	COMMENT
MEDIUM	…ages/cli/assets/templates/pages/shell-top-nav/page.tsx	51	// pixel-identical so the transition is seamless.	COMMENT
MEDIUM	.github/workflows/ci.yml	1972	# The gesture, motion and harness interaction proofs in WebKit, the engine	COMMENT
MEDIUM	.github/workflows/ci.yml	1975	# press helpers and the menu press model, plus the harness and the shared	COMMENT
MEDIUM	.github/workflows/ci.yml	2580	# touched. A harness-only PR runs the fixed Chart/ChartLegend smoke scope so	COMMENT
MEDIUM	.github/workflows/ci.yml	2694	# step can run. An ordinary harness-only change uses the bounded routing	COMMENT
MEDIUM	apps/docsite/src/components/ThemeShowcaseTile.tsx	315	// This is more robust than regex-matching `rgb(...)` because modern	COMMENT

Modern AI Meta-Vocabulary7 hits · 17 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/cli/test/doc-routes.json	2979	"id": "layout#scaffold",	CODE
MEDIUM	packages/cli/test/doc-routes.json	2981	"oldDocsiteUrl": "/docs/layout#scaffold",	CODE
MEDIUM	packages/cli/api/search/tree.weights.json	1	{"classes":["component","hook","doc","template","theme","NONE"],"tokens":{"#bias":[0.5769,-0.5917,-0.0025,-0.3774,-1.222	CODE
MEDIUM	…kages/cli/assets/templates/pages/payment-form/page.tsx	111	// docsite; the CLI swaps these for an inline placeholder on scaffold).	COMMENT
MEDIUM	apps/docsite/src/content/blog/posts/vibe-tests.md	42	- [Astryx's API test](https://github.com/meta/astryx/wiki/API-Arbitration#what-to-look-for) judges on: discoverability,	CODE
MEDIUM	apps/docsite/src/components/codeLinkifiers.ts	51	// its namespace's page (`layout/scaffold` -> /docs/layout#scaffold).	COMMENT
MEDIUM	apps/docsite/src/components/codeLinkifiers.ts	51	// its namespace's page (`layout/scaffold` -> /docs/layout#scaffold).	COMMENT

Self-Referential Comments2 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	crowdin.yml	20	# This file is also read by Crowdin's native GitHub integration, which	COMMENT
MEDIUM⚡	internal/vibe-tests/scripts/smoke-test.sh	231	# Create a second iteration (baseline) with the same prompt	COMMENT

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

Severity	File	Line	Snippet	Context
HIGH	apps/storybook/stories/CodeBlock.stories.tsx	313	print(f"Processing {config.input_path}")	CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	internal/vibe-tests/scripts/smoke-test.sh	13	# Usage:	COMMENT
LOW	scripts/prune-branches.sh	6	# Usage:	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	internal/vibe-tests/scripts/smoke-test.sh	305	# Check if this is the known vite theme alias bug (pre-existing, not our fault)	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	apps/storybook/stories/CodeBlock.stories.tsx	314	# TODO: implement pipeline	COMMENT

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	internal/vibe-tests/src/design-judge-gemini.py	316	except Exception as e:	CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	internal/vibe-tests/src/design-judge-gemini.py	220		CODE

facebook/astryx

Open-Source Code Quality, Security and Technical Debt Review