1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.5K

Stars

TypeScript

Language

814.1K

Lines of Code

2.8K

Files

428

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? 154 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 29 finding(s).

Agent Over-Engineering Ratio 5.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 354 finding(s).

PR Review Velocity Impact 5.7/100 · LOW

Which changes need focused human review? 428 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 2MEDIUM 262LOW 164

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 428 distinct pattern matches across 10 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 Separators245 hits · 760 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/app/demo/github/constants.ts	75	// ── Chat message types (shared between page + ConversationPanel) ──────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	49	// ── Helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	105	// ── Tool call tracking wrapper ───────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	145	// ── SSE streaming ────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	216	// ── Main Page ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	308	// ── GitHub connect ───────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	350	// ── Send message ─────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	515	// ── Saved dashboards ───────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/page.tsx	549	// ── Render ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/types.ts	3	// ── Transformed GitHub data interfaces ────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/types.ts	65	// ── ToolSpec definitions for system prompt ──────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	12	// ── Cache ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	80	// ── Rate limit tracking ────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	112	// ── Retry for 202 (computing) ──────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	130	// ── Tool implementations ───────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	169	// ── Profile ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	206	// ── Repos ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	242	// ── Languages (aggregated) ───────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	297	// ── Events ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	342	// ── Commit Activity (per repo) ───────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	372	// ── Star History (per repo) ──────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	407	// ── Contributors (per repo) ──────────────────────────────────────────	COMMENT
MEDIUM	docs/app/demo/github/github/tools.ts	441	// ── Bookmarks (localStorage) ─────────────────────────────────────────	COMMENT
MEDIUM	docs/app/api/demo/github/stream/route.ts	17	// ── Library spec from `openui generate --spec` ────────────────────────────	COMMENT
MEDIUM	docs/app/api/demo/github/stream/route.ts	23	// ── GitHub system prompt ──────────────────────────────────────────────────	COMMENT
MEDIUM	docs/app/api/demo/github/stream/route.ts	47	// ── Route handler ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/content/blog/components/live-filter-demo.tsx	15	// ─── Deterministic mock data ─────────────────────────────────────────────────	COMMENT
MEDIUM	docs/content/blog/components/live-filter-demo.tsx	62	// ─── Pre-played tool-loop conversation (left panel) ──────────────────────────	COMMENT
MEDIUM	docs/content/blog/components/live-filter-demo.tsx	74	// ─── Styles ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	docs/content/blog/components/live-filter-demo.tsx	113	// ─── The demo ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/miscellaneous/supabase/src/app/api/chat/route.ts	81	// ── Persist the full conversation ──────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	7	// ─── Shared chart constants ───────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	23	// ─── Text ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	44	// ─── BarChart ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	99	// ─── LineChart ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	160	// ─── PieChart ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	233	// ─── Card ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	265	// ─── Library ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…mples/app-frameworks/react-native/chat-app/library.tsx	278	// ─── Styles ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rameworks/react-native/chat-app/screens/ChatScreen.tsx	11	// ─── Message types ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rameworks/react-native/chat-app/screens/ChatScreen.tsx	21	// ─── ChatScreen ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/signature.ts	8	// ─── Schema ID tagging ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/signature.ts	41	// ─── Zod v3 detection ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/signature.ts	54	// ─── Zod introspection ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/signature.ts	207	// ─── Field analysis & signature generation ──────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/reactive.ts	1	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/reactive.ts	4	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/extend.ts	13	// ─── library.extend ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/library.ts	26	// ─── Sub-component type ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/library.ts	38	// ─── Renderer types (framework-generic) ──────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/library.ts	55	// ─── DefinedComponent (framework-generic) ────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/library.ts	93	// ─── Groups & Prompt Options ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/library.ts	158	// ─── Library ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/runtime/evaluator.ts	1	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/runtime/evaluator.ts	4	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/lang-core/src/runtime/evaluator.ts	76	// ── Literals ──────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/lang-core/src/runtime/evaluator.ts	88	// ── State references ──────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/lang-core/src/runtime/evaluator.ts	92	// ── References ────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/lang-core/src/runtime/evaluator.ts	97	// ── Collections ───────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/lang-core/src/runtime/evaluator.ts	103	// ── Component ─────────────────────────────────────────────────────────	COMMENT
185 more matches not shown…

Hyper-Verbose Identifiers109 hits · 111 pts

Severity	File	Line	Snippet	Context
LOW	docs/app/chat/_components/demo-conversations.ts	710	export function getDemoConversationBySlug(slug: string): DemoConversation \| undefined {	CODE
LOW	docs/app/chat/_components/viewport-presets.ts	38	export function subscribeToCurrentUrlFormFactor(onStoreChange: () => void): () => void {	CODE
LOW	docs/app/chat/_components/demo-aware-chat-controls.tsx	70	export function DemoResponseInteractionGuard() {	CODE
LOW	docs/app/chat/_components/demo-aware-chat-controls.tsx	286	function getDemoConversationFromPathname(pathname: string): DemoConversation \| undefined {	CODE
LOW	docs/app/chat/_components/demo-conversation-storage.ts	12	export function createDemoConversationStorage(	CODE
LOW	…hat/_components/agent-surfaces/cloud-agent-surface.tsx	196	function AnalyticsMobileNewChatButton({	CODE
LOW	…hat/_components/agent-surfaces/cloud-agent-surface.tsx	219	function getGenerationAnalyticsContext(	CODE
LOW	docs/app/(home)/sections/HeroSection/HeroSection.tsx	12	function capturePrimaryHeroCliCopy(command: string) {	CODE
LOW	docs/app/(home)/sections/HeroSection/HeroSection.tsx	16	function captureDropdownHeroCliCopy(command: string) {	CODE
LOW	…sections/ProductIllustrations/ProductIllustrations.tsx	10	export function GatewayReliabilityDashboardIllustration({	CODE
LOW	…sections/ProductIllustrations/ProductIllustrations.tsx	306	export function GatewayReliabilityIllustration() {	CODE
LOW	…sections/ProductIllustrations/ProductIllustrations.tsx	311	export function GatewayReliabilityOpenIllustration() {	CODE
LOW	…p/(home)/_saved/generative-ui-hero/HeroSection.tsx.txt	12	function capturePrimaryHeroCliCopy(command: string) {	CODE
LOW	…p/(home)/_saved/generative-ui-hero/HeroSection.tsx.txt	16	function captureDropdownHeroCliCopy(command: string) {	CODE
LOW	docs/app/(home)/integrations/data.ts	561	export function getIntegrationsByCategory(id: IntegrationCategoryId): Integration[] {	CODE
LOW	docs/app/(home)/integrations/data.ts	574	export function getIntegrationPageMetadata(integration: Integration): PageMetadataInput {	CODE
LOW	…app/compare/_components/comparison-mode-controller.tsx	54	export function createComparisonControllerRegistry(): ComparisonControllerRegistry {	CODE
LOW	…app/compare/_components/comparison-mode-controller.tsx	128	export function useComparisonModeSnapshot(	CODE
LOW	…app/compare/_components/comparison-mode-controller.tsx	145	export function ComparisonModeControllerBridge({	CODE
LOW	…/_components/agent-surfaces/use-comparison-chat-llm.ts	43	async function notifyIfCreditsAreExhausted(	CODE
LOW	…tem/components/preview/ColorSwatchesPreviewSection.tsx	24	export default function ColorSwatchesPreviewSection({	CODE
LOW	…system/components/preview/pages/ShadowsPreviewPage.tsx	155	function normalizeShadowValueToOklch(value) {	CODE
LOW	docs/components/cookbook-analytics-architecture.tsx	166	export function CookbookAnalyticsArchitecture() {	CODE
LOW	docs/components/cookbook-comparison-diagram.tsx	47	export function CookbookComparisonDiagram() {	CODE
LOW	docs/components/gateway-reliability-visualization.tsx	1	export function GatewayReliabilityVisualization() {	CODE
LOW	docs/lib/chat-demo-analytics.ts	129	export function getChatDemoArtifactAnalytics(	CODE
LOW	docs/lib/demos-offline.ts	73	export function createDemosPausedResponse(): Response {	CODE
LOW	docs/lib/analytics.ts	50	export function getCreateCliPackageManager(command: string): CreateCliPackageManager \| null {	CODE
LOW	docs/lib/analytics.ts	61	export function getCreateCliCommandCopiedProperties(	CODE
LOW	docs/lib/analytics.ts	75	export function captureCreateCliCommandCopied(	CODE
LOW	docs/lib/demo-credits.ts	19	export function createDemoCreditsErrorPayload(): DemoCreditsErrorPayload {	CODE
LOW	docs/lib/demo-credits.ts	27	export function isDemoCreditsErrorPayload(value: unknown): value is DemoCreditsErrorPayload {	CODE
LOW	docs/lib/demo-credits.ts	52	export function isDemoCreditsExhaustedError(error: unknown, status?: number): boolean {	CODE
LOW	docs/lib/demo-credits.ts	57	export function createDemoCreditsExhaustedResponse(): Response {	CODE
LOW	docs/lib/docs-navigation.ts	154	export function getSidebarModeForPathname(	CODE
LOW	docs/lib/openui-cloud/user-id.ts	18	export function getOrCreateCloudUserId(): string {	CODE
LOW	examples/harnesses/pi/src/lib/pi-session.ts	160	export async function getOrCreateSession(	CODE
LOW	…build/src/components/grok-build-interaction-dialog.tsx	363	export function GrokBuildInteractionDialog(props: GrokBuildInteractionDialogProps) {	CODE
LOW	…arnesses/grok-build/src/lib/grok-build-interactions.ts	131	export function parseGrokBuildInteraction(	CODE
LOW	…arnesses/grok-build/src/lib/grok-build-interactions.ts	414	export function requestGrokBuildInteraction(	CODE
LOW⚡	…arnesses/grok-build/src/lib/grok-build-interactions.ts	425	export function waitForGrokBuildInteractionChange(	CODE
LOW⚡	…arnesses/grok-build/src/lib/grok-build-interactions.ts	433	export function respondToGrokBuildInteraction(	CODE
LOW⚡	…arnesses/grok-build/src/lib/grok-build-interactions.ts	441	export function cancelGrokBuildInteractions(sessionId: string): void {	CODE
LOW⚡	…arnesses/grok-build/src/lib/grok-build-interactions.ts	445	export function cancelAllGrokBuildInteractions(): void {	CODE
LOW	…amples/harnesses/grok-build/src/lib/grok-build-chat.ts	16	async function persistAssistantFromStream(	CODE
LOW	examples/harnesses/grok-build/src/lib/grok-build-acp.ts	63	export function decodeGrokSessionNotification(	CODE
LOW	examples/harnesses/grok-build/src/lib/openui-output.ts	269	function latestRenderableRootCandidate(	CODE
LOW	examples/harnesses/grok-build/src/lib/openui-output.ts	287	function latestRenderableCandidate(value: string): string \| undefined {	CODE
LOW	…ples/design-systems/shadcn/src/components/ui/chart.tsx	294	function getPayloadConfigFromPayload(config: ChartConfig, payload: unknown, key: string) {	CODE
LOW	…ks/conversational-analytics/src/lib/gateway-history.ts	19	export async function loadChatCompletionHistory(options: {	CODE
LOW	…cookbooks/booking-assistant/src/lib/gateway-history.ts	19	export async function loadChatCompletionHistory(options: {	CODE
LOW	…okbooks/document-comparison/src/lib/gateway-history.ts	19	export async function loadChatCompletionHistory(options: {	CODE
LOW	packages/lang-core/src/parser/prompt.ts	286	function interactiveFiltersSection(): string {	CODE
LOW	packages/lang-core/src/parser/prompt.ts	556	function generateComponentSignatures(	CODE
LOW	packages/lang-core/src/parser/serialize.ts	225	function serializeStateDeclarations(	CODE
LOW	packages/lang-core/src/telemetry/shared.ts	31	export function isRuntimeTelemetryEnabled(env?: TelemetryEnvironment): boolean {	CODE
LOW	packages/lang-core/src/telemetry/runtime.ts	154	export function buildSystemPromptConfigProjection(spec: PromptSpec): Json {	CODE
LOW	packages/lang-core/src/telemetry/runtime.ts	197	export function calculateSystemPromptConfigHash(spec: PromptSpec): Promise<string> {	CODE
LOW	packages/lang-core/src/telemetry/runtime.ts	429	export function recordSystemPromptGeneration(spec: PromptSpec, inputShape: InputShape): void {	CODE
LOW	packages/lang-core/src/telemetry/runtime.ts	546	export function prepareParserParseTelemetry(): ParserParseCaptureContext \| undefined {	CODE
49 more matches not shown…

Modern AI Meta-Vocabulary13 hits · 35 pts

Severity	File	Line	Snippet	Context
MEDIUM	README.md	182	│ └── openui-cli/ # CLI for scaffolding & prompt generation	CODE
MEDIUM	README.md	197	- [Quickstart](https://www.openui.com/docs/agent/getting-started/quickstart) to scaffold a working app	CODE
MEDIUM	README.md	232	OpenUI ships an [Agent Skill](https://agentskills.io) so AI coding assistants (Claude Code, Codex, Cursor, Copilot, etc.	CODE
MEDIUM	examples/README.md	3	These projects showcase complete OpenUI workflows and integrations with different runtimes, application frameworks, desi	CODE
MEDIUM⚡	packages/openui-cli/CHANGELOG.md	33	- [#1336](https://github.com/thesysdev/openui/pull/1336) [`adc0234`](https://github.com/thesysdev/openui/commit/adc02343	CODE
MEDIUM⚡	packages/openui-cli/CHANGELOG.md	35	- [#1342](https://github.com/thesysdev/openui/pull/1342) [`9aa0771`](https://github.com/thesysdev/openui/commit/9aa07716	CODE
MEDIUM⚡	packages/openui-cli/CHANGELOG.md	35	- [#1342](https://github.com/thesysdev/openui/pull/1342) [`9aa0771`](https://github.com/thesysdev/openui/commit/9aa07716	CODE
MEDIUM	packages/openui-cli/src/lib/scaffold/agents-guide.ts	96	// A missing guide shouldn't fail the scaffold; the pointer still leads to the skill.	COMMENT
MEDIUM	packages/openui-cli/src/lib/scaffold/agents-guide.ts	103	// AGENTS.md, still scaffold a working pointer; swap it once AGENTS.md exists.	COMMENT
MEDIUM	packages/openui-cli/src/lib/scaffold/copy.ts	18	// reaches the scaffold — and freshly created apps would commit `.env`.	COMMENT
MEDIUM	packages/openui-cli/src/commands/create/lib/env.ts	11	// Stable per-scaffold identity (see writeEnv). Slugified because the name is	COMMENT
MEDIUM	packages/openui-cli/src/commands/create/lib/env.ts	27	// APP_ID is the scaffold's stable identity: the frontend-token route sends	COMMENT
MEDIUM	.github/actions/cli-scaffold-e2e/action.yml	80	# OPENUI_DEBUG + OPENUI_SOURCE_DIR makes the CLI scaffold the checkout's	COMMENT

Fake / Example Data28 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	docs/app/docs/openui-lang/streaming-comparison.tsx	31	"placeholder": "Your full name",	CODE
LOW	docs/app/docs/openui-lang/streaming-comparison.tsx	49	"placeholder": "you@example.com",	CODE
LOW	docs/app/docs/openui-lang/streaming-comparison.tsx	67	"placeholder": "e.g., +1 555 123 4567",	CODE
LOW	docs/app/docs/openui-lang/streaming-comparison.tsx	123	"placeholder": "Select a subject...",	CODE
LOW	docs/app/docs/openui-lang/streaming-comparison.tsx	139	"placeholder": "How can we help?",	CODE
LOW	benchmarks/schema.json	900	"placeholder": {	CODE
LOW	benchmarks/schema.json	924	"placeholder": {	CODE
LOW	benchmarks/schema.json	953	"placeholder": {	CODE
LOW	benchmarks/samples/contact-form.c1.json	26	"placeholder": "Your full name",	CODE
LOW	benchmarks/samples/contact-form.c1.json	41	"placeholder": "you@example.com",	CODE
LOW	benchmarks/samples/contact-form.c1.json	56	"placeholder": "e.g., +1 555 123 4567",	CODE
LOW	benchmarks/samples/contact-form.c1.json	108	"placeholder": "Select a subject...",	CODE
LOW	benchmarks/samples/contact-form.c1.json	122	"placeholder": "How can we help?",	CODE
LOW	benchmarks/samples/settings-panel.c1.json	47	"placeholder": "e.g., Alex Johnson",	CODE
LOW	benchmarks/samples/settings-panel.c1.json	62	"placeholder": "https://example.com/avatar.png",	CODE
LOW	benchmarks/samples/e-commerce-product.c1.json	202	"placeholder": "Select your size...",	CODE
LOW	packages/react-email/src/library.ts	387	footer = EmailFooterTwoColumn("https://picsum.photos/seed/acme-icon/42/42", "Acme", "Acme Corp", "Innovation first", "12	CODE
LOW	packages/react-email/src/library.ts	398	"Use realistic, professional placeholder text — never use lorem ipsum.",	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	98	<ListItem icon={<User size={16} />} title="John Doe" subtitle="Software Engineer" />	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	108	<ListItem icon={<User size={16} />} title="John Doe" />	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	120	title="John Doe"	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	124	onClick={() => alert("John Doe")}	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	151	title="John Doe"	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	171	<ListItem image={{ src: "https://i.pravatar.cc/40?img=1", alt: "John" }} title="John Doe" />	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	183	title="John Doe"	CODE
LOW	…src/components/ListBlock/stories/ListBlock.stories.tsx	186	onClick={() => alert("John Doe")}	CODE
LOW	…eam/formats/__tests__/vercel-ai-message-format.test.ts	333	input: { to: "user@example.com" },	CODE
LOW	…eam/formats/__tests__/vercel-ai-message-format.test.ts	358	function: { name: "email", arguments: '{"to":"user@example.com"}' },	CODE

Over-Commented Block23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	examples/harnesses/grok-build/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/miscellaneous/react-email/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/agent-frameworks/vercel-eve/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	…ples/app-frameworks/react-native/backend/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/design-systems/material-ui/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/design-systems/shadcn/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	packages/react-ui/.storybook/preview.tsx	61	// // // value: `production-${theme}`,	COMMENT
LOW	packages/react-ui/.storybook/preview.tsx	81		COMMENT
LOW	packages/react-ui/src/components/Charts/_prefix.scss	1	// Brand prefix for every chart class selector and @keyframes name — the SCSS	COMMENT
LOW	…ponents/Charts/BarChart/parts/horizontalBarGeometry.ts	1	// Pure layout geometry for the horizontal BarChart: the load-bearing math that	COMMENT
LOW	…omponents/Charts/CalendarHeatmap/parts/calendarMath.ts	1	// Calendar-grid math for the GitHub-contributions-style CalendarHeatmap.	COMMENT
LOW	…c/components/Charts/shared/cartesian/seriesGeometry.ts	1	// Flat-vector geometry builders for the line/area series data morph.	COMMENT
LOW	…/src/components/Charts/shared/core/spring/dataMorph.ts	1	// The data morph: N scalars (a series' pixel geometry, flattened) springing	COMMENT
LOW	…c/components/Charts/shared/core/spring/useDataMorph.ts	1	// React hook over `createDataMorph`, mirroring useSpring's ref discipline: the	COMMENT
LOW	…/Charts/hooks/polar/useCategoricalChartOrchestrator.ts	141		COMMENT
LOW	…ents/Charts/hooks/core/useCanvasContextForLabelSize.ts	41	// an SSR page the hydrated flip re-renders post-commit so the ref is	COMMENT
LOW	…ents/Charts/hooks/core/useCanvasContextForLabelSize.ts	61	const themeFont = userTheme.textLabelXs;	COMMENT
LOW	…ponents/Charts/hooks/core/useIsomorphicLayoutEffect.ts	1	import { useEffect, useLayoutEffect } from "react";	COMMENT
LOW	…es/react-ui/src/components/AgentInterface/_column.scss	1	// One reading column for the agent interface: conversation messages, the	COMMENT
LOW	…ges/react-ui/src/components/AgentInterface/thread.scss	541	overflow-wrap: break-word;	COMMENT
LOW	packages/react-lang/src/index.native.ts	1	// React Native entry — identical to the web entry minus the devtools	COMMENT
LOW	…es/react-headless/src/stream/processStreamedMessage.ts	221	inFlightToolCallIds.delete(event.toolCallId);	COMMENT
LOW	…es/react-headless/src/store/artifactAutoOpenWatcher.ts	21	// artifacts = {	COMMENT

AI Slop Vocabulary4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/public/openclaw-os/install.sh	185	# the URL is the last http-shaped line. `tail -n1` is more robust than	COMMENT
MEDIUM	…ous/react-email/src/components/composePage/starters.ts	6	prompt: `Create a beautiful launch announcement email for OpenUI — the open standard for Generative UI. OpenUI lets	CODE
MEDIUM	examples/design-systems/material-ui/package-lock.json	11039	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	.github/workflows/lighthouse.yml	54	# docs/lighthouserc.cjs. Accessibility, best practices and SEO fail the	COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	benchmarks/README.md	34	Measured with `tiktoken` (`gpt-5` model encoder). Generated by GPT-5.2 at temperature 0.	CODE

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

Severity	File	Line	Snippet	Context
HIGH	…src/components/CodeBlock/stories/CodeBlock.stories.tsx	65	print(greet("World"))`,	CODE

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…cellaneous/handsontable/src/app/api/chat/tableStore.ts	71	// Step 1: Expand range end-refs (e.g. B1:B5 → B1:B6 when inserting at position 5)	COMMENT
LOW	…cellaneous/handsontable/src/app/api/chat/tableStore.ts	95	// Step 2: Shift standalone (non-range) refs past the insert point.	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…cellaneous/handsontable/src/app/api/chat/tableStore.ts	71	// Step 1: Expand range end-refs (e.g. B1:B5 → B1:B6 when inserting at position 5)	COMMENT
LOW	…cellaneous/handsontable/src/app/api/chat/tableStore.ts	95	// Step 2: Shift standalone (non-range) refs past the insert point.	COMMENT

thesysdev/openui

Open-Source Code Quality, Security and Technical Debt Review