1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

127.0K

Stars

TypeScript

Language

709.5K

Lines of Code

5.1K

Files

589

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 3.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 473 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.2/100 · LOW

Are imports declared and package/API names verified? 116 finding(s).

Agent Over-Engineering Ratio 3.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 420 finding(s).

PR Review Velocity Impact 4.7/100 · LOW

Which changes need focused human review? 589 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 13MEDIUM 14LOW 562

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 589 distinct pattern matches across 8 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers420 hits · 426 pts

Severity	File	Line	Snippet	Context
LOW	packages/shadcn/src/preset/presets.ts	53	export async function promptToOpenPresetBuilder(options: {	CODE
LOW	packages/shadcn/src/preset/presets.ts	228	export async function resolveRegistryBaseConfig(	CODE
LOW	packages/shadcn/src/preset/resolve.ts	693	function getAppliedBodyUtilityVariable(initializer: Node) {	CODE
LOW	packages/shadcn/src/utils/handle-error.ts	92	function exitWithPreviousVersionSuggestion() {	CODE
LOW	packages/shadcn/src/utils/alias.ts	28	export function deriveAliasFromComponents(	CODE
LOW	packages/shadcn/src/utils/alias.ts	49	function replaceComponentsAliasTail(alias: string, kind: "lib" \| "hooks") {	CODE
LOW	packages/shadcn/src/mcp/utils.ts	30	export async function formatSearchResultsWithPagination(	CODE
LOW	packages/shadcn/src/styles/transform-style-map.ts	49	function applyToClassNameProperties(	CODE
LOW	packages/shadcn/src/styles/transform-style-map.ts	185	function applyToClassNameAttributes(	CODE
LOW	packages/shadcn/src/styles/transform-style-map.ts	254	function getNestedCnCallsFromAttribute(initializer: Node) {	CODE
LOW	packages/shadcn/src/styles/transform-style-map.ts	277	function extractCnClassesFromAttribute(initializer: Node) {	CODE
LOW	packages/shadcn/src/styles/transform-style-map.ts	308	function cleanCnClassesFromAttribute(initializer: Node) {	CODE
LOW	packages/shadcn/src/styles/transform-style-map.ts	365	function removeEmptyArgumentsFromCnCall(callExpression: CallExpression) {	CODE
LOW	packages/shadcn/src/styles/transform-style-map.ts	595	function extractCnClassesFromCnCall(cnCall: CallExpression): string[] {	CODE
LOW	packages/shadcn/src/commands/apply.ts	377	function resolveApplyRegistryBaseConfig(options: {	CODE
LOW	packages/shadcn/src/commands/apply.ts	438	async function syncApplyWorkspaceConfigs(	CODE
LOW	packages/shadcn/src/commands/add.ts	345	async function promptForRegistryComponents(	CODE
LOW	packages/shadcn/src/commands/add.ts	394	function warnForDeprecatedComponents(	CODE
LOW	packages/shadcn/src/commands/registry/validate.ts	62	function printRegistryValidationReport(	CODE
LOW	packages/shadcn/src/commands/registry/validate.ts	92	function printRegistryValidationStats(	CODE
LOW	packages/shadcn/src/commands/registry/validate.ts	181	async function resolveGitHubRegistryValidationSource(	CODE
LOW	packages/tests/src/tests/apply.test.ts	19	async function createInitializedRtlProject() {	CODE
LOW	packages/tests/src/tests/apply.test.ts	26	async function createInitializedViteRtlProject() {	CODE
LOW	packages/tests/src/tests/apply.test.ts	39	async function createInitializedMonorepoProject() {	CODE
LOW	packages/tests/src/tests/apply.test.ts	73	async function createInitializedRadixProject() {	CODE
LOW	packages/tests/src/utils/helpers.ts	21	export async function createFixtureTestDirectory(fixtureName: string) {	CODE
LOW	packages/registry/src/get-package-manager.ts	25	export function getPackageManagerFromUserAgent(	CODE
LOW	packages/registry/src/resolve-import.ts	24	export async function resolveImportWithMetadata(	CODE
LOW	packages/registry/src/resolve-import.ts	117	function findMatchingTsPathPattern(	CODE
LOW	packages/registry/src/resolve-file-path.ts	112	function resolveFileTargetDirectory(	CODE
LOW	packages/registry/src/workspace.ts	33	export async function resolveWorkspacePackageExport(	CODE
LOW	packages/registry/src/workspace.ts	58	function getWorkspacePackageExportEntries(	CODE
LOW	packages/registry/src/package-imports.ts	171	function getSharedPackageImportPrefix(aliasBases: string[]) {	CODE
LOW	packages/registry/src/add-components.workspace.test.ts	141	function createPackageImportConfig(	CODE
LOW	packages/registry/src/add-components.workspace.test.ts	178	async function writePackageImportProject(cwd: string) {	CODE
LOW	packages/registry/src/tailwind-theme-colors.ts	4	export function buildTailwindThemeColorsFromCssVars(	CODE
LOW	packages/registry/src/get-project-info.ts	408	function stripJsonCommentsAndTrailingCommas(value: string) {	CODE
LOW	packages/registry/src/get-project-info.ts	596	function getAliasDefaultsFromPrefix(	CODE
LOW	packages/registry/src/get-project-info.ts	619	function derivePackageImportAliases(aliases: {	CODE
LOW	packages/registry/src/get-project-info.ts	643	export async function getProjectTailwindVersionFromConfig(config: {	CODE
LOW	packages/registry/src/get-monorepo-info.ts	155	export function parsePnpmWorkspacePackages(content: string) {	CODE
LOW	packages/registry/src/add-components.ts	397	async function resolveAndValidateRegistryTree(	CODE
LOW	packages/registry/src/transformers/transform-import.ts	182	function isExternalModuleNameRelative(name: string) {	CODE
LOW	packages/registry/src/transformers/transform-import.ts	296	function getWorkspaceAliasFromUtilsAlias(utilsAlias: string) {	CODE
LOW	packages/registry/src/transformers/transform-import.ts	345	function getConfigAliasNormalizations(config: Config) {	CODE
LOW	packages/registry/src/transformers/transform-icons.ts	337	function removeIconPlaceholderImport(code: string, start: number) {	CODE
LOW	packages/registry/src/updaters/update-fonts.test.ts	3097	function withOnlyTheHeadingFontInCn(page: string) {	CODE
LOW	packages/registry/src/updaters/update-fonts.test.ts	3470	async function writeLayoutWithOnlyTheHeadingFontInCn(base = LAYOUT) {	CODE
LOW	packages/registry/src/updaters/update-dependencies.ts	167	function normalizeDependencyRequests(	CODE
LOW	packages/registry/src/updaters/update-dependencies.ts	266	async function getUpdateDependenciesPackageManager(config: Config) {	CODE
LOW	packages/registry/src/updaters/update-dependencies.ts	297	async function installWithPackageManager(	CODE
LOW	packages/registry/src/updaters/update-files.ts	468	export async function rewriteResolvedImportsInContent({	CODE
LOW	packages/registry/src/updaters/update-files.ts	525	async function resolveImportFilePathForRewrite(	CODE
LOW	packages/registry/src/updaters/update-files.ts	559	export function resolveModuleByProbablePath(	CODE
LOW	packages/registry/src/updaters/update-files.ts	736	function resolveImportFromConfiguredAliases(	CODE
LOW	packages/registry/src/updaters/update-files.ts	768	function getConfiguredAliasEntries(config: Config) {	CODE
LOW	packages/registry/src/updaters/update-css-vars.ts	189	function cleanupDefaultNextStylesPlugin() {	CODE
LOW	packages/registry/src/updaters/update-css-vars.ts	591	function updateTailwindConfigPlugin(	CODE
LOW	packages/registry/src/updaters/update-css-vars.ts	635	function updateTailwindConfigKeyframesPlugin(	CODE
LOW	packages/registry/src/updaters/update-css-vars.ts	712	function updateTailwindConfigAnimationPlugin(	CODE
360 more matches not shown…

Fake / Example Data103 hits · 103 pts

Severity	File	Line	Snippet	Context
LOW	…s/react/src/message-scroller/message-scroller.test.tsx	914	{ id: "placeholder", height: 80, scrollAnchor: false },	CODE
LOW	skills/shadcn/design-system-page.md	27	6. Real content in the brand's voice. No lorem ipsum. Include the awkward cases: long text, empty, error, loading.	CODE
LOW	skills/shadcn/design-system-page.md	268	- [ ] No lorem ipsum, and no state names inside components.	CODE
LOW	apps/v4/examples/aria/field-fieldset.tsx	21	<Input id="street" type="text" placeholder="123 Main St" />	CODE
LOW	apps/v4/examples/aria/dialog-scrollable-content.tsx	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/aria/dialog-scrollable-content.tsx	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/aria/sheet-side.tsx	36	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/aria/sheet-side.tsx	36	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/aria/input-form.tsx	68	<Input id="form-address" type="text" placeholder="123 Main St" />	CODE
LOW	apps/v4/examples/aria/sidebar-rtl.tsx	75	teamName: "Acme Inc",	CODE
LOW	apps/v4/examples/aria/dialog-sticky-footer.tsx	27	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/aria/dialog-sticky-footer.tsx	27	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/aria/input-group-label.tsx	22	<InputGroupInput id="email-2" placeholder="user@example.com" />	CODE
LOW	apps/v4/examples/aria/sidebar-demo.tsx	78	name: "Acme Inc",	CODE
LOW	apps/v4/examples/aria/markdown-demo.tsx	24	> The best way to learn markdown is to write it. Lorem ipsum dolor sit amet consectetur adipisicing elit. Quisquam, quos	CODE
LOW	apps/v4/examples/aria/markdown-demo.tsx	24	> The best way to learn markdown is to write it. Lorem ipsum dolor sit amet consectetur adipisicing elit. Quisquam, quos	CODE
LOW	apps/v4/examples/radix/field-fieldset.tsx	21	<Input id="street" type="text" placeholder="123 Main St" />	CODE
LOW	apps/v4/examples/radix/dialog-scrollable-content.tsx	27	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/radix/dialog-scrollable-content.tsx	27	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/radix/sheet-side.tsx	39	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/radix/sheet-side.tsx	39	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/radix/input-form.tsx	58	<Input id="form-address" type="text" placeholder="123 Main St" />	CODE
LOW	apps/v4/examples/radix/drawer-sides.tsx	43	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/radix/drawer-sides.tsx	43	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/radix/sidebar-rtl.tsx	77	teamName: "Acme Inc",	CODE
LOW	apps/v4/examples/radix/dialog-sticky-footer.tsx	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/radix/dialog-sticky-footer.tsx	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/radix/sidebar-demo.tsx	79	name: "Acme Inc",	CODE
LOW	apps/v4/examples/radix/markdown-demo.tsx	24	> The best way to learn markdown is to write it. Lorem ipsum dolor sit amet consectetur adipisicing elit. Quisquam, quos	CODE
LOW	apps/v4/examples/radix/markdown-demo.tsx	24	> The best way to learn markdown is to write it. Lorem ipsum dolor sit amet consectetur adipisicing elit. Quisquam, quos	CODE
LOW	apps/v4/examples/radix/drawer-scrollable-content.tsx	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/radix/drawer-scrollable-content.tsx	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/base/field-fieldset.tsx	21	<Input id="street" type="text" placeholder="123 Main St" />	CODE
LOW	apps/v4/examples/base/dialog-scrollable-content.tsx	27	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/base/dialog-scrollable-content.tsx	27	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/base/sheet-side.tsx	39	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/base/sheet-side.tsx	39	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/examples/base/input-form.tsx	68	<Input id="form-address" type="text" placeholder="123 Main St" />	CODE
LOW	apps/v4/examples/base/sidebar-rtl.tsx	77	teamName: "Acme Inc",	CODE
LOW	apps/v4/examples/base/dialog-sticky-footer.tsx	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/base/dialog-sticky-footer.tsx	30	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/examples/base/sidebar-demo.tsx	79	name: "Acme Inc",	CODE
LOW	apps/v4/examples/base/markdown-demo.tsx	24	> The best way to learn markdown is to write it. Lorem ipsum dolor sit amet consectetur adipisicing elit. Quisquam, quos	CODE
LOW	apps/v4/examples/base/markdown-demo.tsx	24	> The best way to learn markdown is to write it. Lorem ipsum dolor sit amet consectetur adipisicing elit. Quisquam, quos	CODE
LOW	…ases/aria/blocks/sidebar-10/components/app-sidebar.tsx	22	name: "Acme Inc",	CODE
LOW	…bases/aria/blocks/signup-02/components/signup-form.tsx	31	placeholder="John Doe"	CODE
LOW	…bases/aria/blocks/signup-03/components/signup-form.tsx	37	<Input id="name" type="text" placeholder="John Doe" required />	CODE
LOW	…ses/aria/blocks/sidebar-15/components/sidebar-left.tsx	22	name: "Acme Inc",	CODE
LOW	…y/bases/aria/blocks/preview/cards/shipping-address.tsx	35	<Input id="shipping-street" placeholder="123 Main Street" />	CODE
LOW	…ases/aria/blocks/sidebar-07/components/app-sidebar.tsx	27	name: "Acme Inc",	CODE
LOW	…bases/aria/blocks/signup-01/components/signup-form.tsx	31	<Input id="name" type="text" placeholder="John Doe" required />	CODE
LOW	apps/v4/registry/bases/aria/examples/sheet-example.tsx	110	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/registry/bases/aria/examples/sheet-example.tsx	110	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed	CODE
LOW	apps/v4/registry/bases/aria/examples/input-example.tsx	216	<Input id="form-name" type="text" placeholder="John Doe" />	CODE
LOW	apps/v4/registry/bases/aria/examples/input-example.tsx	256	<Input id="form-address" type="text" placeholder="123 Main St" />	CODE
LOW	apps/v4/registry/bases/aria/examples/dialog-example.tsx	131	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/registry/bases/aria/examples/dialog-example.tsx	131	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/registry/bases/aria/examples/dialog-example.tsx	165	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	apps/v4/registry/bases/aria/examples/dialog-example.tsx	165	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	…/registry/bases/aria/examples/sidebar-icon-example.tsx	60	name: "Acme Inc",	CODE
43 more matches not shown…

Magic Placeholder Names13 hits · 65 pts

Severity	File	Line	Snippet	Context
HIGH	packages/shadcn/src/utils/dry-run.test.ts	267	API_KEY: "your-api-key",	CODE
HIGH	packages/shadcn/src/utils/dry-run.test.ts	277	API_KEY: "your-api-key",	CODE
HIGH	packages/registry/src/registry/resolver.test.ts	1981	API_KEY: "your-api-key",	CODE
HIGH	packages/registry/src/registry/resolver.test.ts	2224	"API_KEY": "your-api-key",	CODE
HIGH	apps/v4/examples/aria/code-block-tabs.tsx	52	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	apps/v4/examples/aria/code-block-streaming.tsx	80	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	apps/v4/examples/radix/code-block-tabs.tsx	52	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	apps/v4/examples/radix/code-block-streaming.tsx	80	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	apps/v4/examples/base/code-block-tabs.tsx	52	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	apps/v4/examples/base/code-block-streaming.tsx	80	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	…v4/registry/bases/aria/examples/code-block-example.tsx	770	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	…4/registry/bases/radix/examples/code-block-example.tsx	771	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE
HIGH	…v4/registry/bases/base/examples/code-block-example.tsx	771	code: "AI_GATEWAY_API_KEY=your-api-key",	CODE

Over-Commented Block21 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	packages/registry/src/preset/preset.ts	1	// Preset encoding/decoding utilities.	COMMENT
LOW	packages/registry/src/codemod/parse.ts	41	// How a file is parsed. TypeScript parses a .ts file without JSX, where	COMMENT
LOW	…essage-scroller/message-scroller.perf.browser.test.tsx	21	// getContentBottom() scan that runs on every scroll commit. We measure its cost	COMMENT
LOW	…essage-scroller/message-scroller.perf.browser.test.tsx	341	// Growth dirties layout, so handleContentChange + the ResizeObserver-driven	COMMENT
LOW	…rc/message-scroller/use-message-scroller-controller.ts	141	// Owns the one follow-bottom transition: arm at the bottom, release on any	COMMENT
LOW	…src/message-scroller/message-scroller.browser.test.tsx	21	// must NOT compensate again. This is invisible to jsdom: with no native	COMMENT
LOW	.github/changeset-publish.js	1	// Publish the packages with Changesets without ever publishing a shadcn whose	COMMENT
LOW	.github/changeset-version.js	1	// ORIGINALLY FROM CLOUDFLARE WRANGLER:	COMMENT
LOW	templates/next-monorepo/apps/web/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	apps/v4/source.config.ts	21	return plugins	COMMENT
LOW	apps/v4/app/(view)/view/[style]/[name]/page.tsx	101	if (exampleName.startsWith("sidebar-")) {	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	41	// // For your own calendar, you would edit the calendar.tsx component directly.	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	61	// "group/calendar bg-background p-3 [--cell-size:--spacing(8)] [[data-slot=card-content]_&]:bg-transparent [[da	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	81	// defaultClassNames.nav	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	101	// dropdown_root: cn(	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	121	// "w-(--cell-size) select-none",	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	141	// ),	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	161	// />	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	181	// <ChevronDownIcon className={cn("size-4", className)} {...props} />	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	201	// function CalendarDayButton({	COMMENT
LOW	apps/v4/examples/aria/calendar-hijri.tsx	221	// !modifiers.range_start &&	COMMENT

Structural Annotation Overuse12 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	skills/shadcn/design-system.md	35	## Step 1: Scaffold	COMMENT
LOW	skills/shadcn/design-system.md	75	## Step 2: Install Everything	COMMENT
LOW	skills/shadcn/design-system.md	100	## Step 3: Read the DESIGN.md	COMMENT
LOW	skills/shadcn/design-system.md	125	## Step 4: Map Tokens to the Theme	COMMENT
LOW	skills/shadcn/design-system.md	289	## Step 5: Map Component Recipes to Variants	COMMENT
LOW	skills/shadcn/design-system.md	330	## Step 6: Build the Design System Page	COMMENT
LOW	skills/shadcn/design-system.md	366	## Step 7: Verify	COMMENT
LOW⚡	apps/v4/app/(app)/(create)/lib/build-instructions.ts	57	## Step 1: Dependencies	COMMENT
LOW⚡	apps/v4/app/(app)/(create)/lib/build-instructions.ts	67	## Step 2: Create \`lib/utils.ts\`	COMMENT
LOW	apps/v4/app/(app)/(create)/lib/build-instructions.ts	81	## Step 3: Set up CSS	COMMENT
LOW	apps/v4/app/(app)/(create)/lib/build-instructions.ts	201	## Step 4: Set up the font	COMMENT
LOW⚡	apps/v4/app/(app)/(create)/lib/build-instructions.ts	246	## Step 5: Create \`components.json\`	COMMENT

Slop Phrases9 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	apps/v4/components/component-preview-tabs.tsx	85	I used AI to translate the text for demonstration purposes.	CODE
MEDIUM	apps/v4/public/r/styles/new-york/sidebar-09.json	26	"content": "\"use client\"\n\nimport * as React from \"react\"\nimport { ArchiveX, Command, File, Inbox, Send, Tra	CODE
MEDIUM	apps/v4/public/r/styles/new-york/v0-sidebar-09.json	18	"content": "\"use client\"\n\nimport * as React from \"react\"\nimport {\n ArchiveX,\n BadgeCheck,\n Bell,\n C	CODE
MEDIUM	apps/v4/public/r/styles/default/sidebar-09.json	26	"content": "\"use client\"\n\nimport * as React from \"react\"\nimport { ArchiveX, Command, File, Inbox, Send, Tra	CODE
MEDIUM	apps/v4/public/r/styles/default/v0-sidebar-09.json	18	"content": "\"use client\"\n\nimport * as React from \"react\"\nimport {\n ArchiveX,\n BadgeCheck,\n Bell,\n C	CODE
MEDIUM	…ases/aria/blocks/sidebar-09/components/app-sidebar.tsx	173	"I've completed the registration for the upcoming tech conference.\nLet me know if you need any additional infor	CODE
MEDIUM	…ses/radix/blocks/sidebar-09/components/app-sidebar.tsx	173	"I've completed the registration for the upcoming tech conference.\nLet me know if you need any additional infor	CODE
MEDIUM	…ases/base/blocks/sidebar-09/components/app-sidebar.tsx	173	"I've completed the registration for the upcoming tech conference.\nLet me know if you need any additional infor	CODE
MEDIUM	…w-york-v4/blocks/sidebar-09/components/app-sidebar.tsx	133	"I've completed the registration for the upcoming tech conference.\nLet me know if you need any additional infor	CODE

Modern AI Meta-Vocabulary5 hits · 13 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/shadcn/CHANGELOG.md	418	- [#9903](https://github.com/shadcn-ui/ui/pull/9903) [`f5ac4a0d2aa5af87202f67558a4b9b8f92c00bd2`](https://github.com/sha	CODE
MEDIUM	packages/shadcn/CHANGELOG.md	418	- [#9903](https://github.com/shadcn-ui/ui/pull/9903) [`f5ac4a0d2aa5af87202f67558a4b9b8f92c00bd2`](https://github.com/sha	CODE
MEDIUM	packages/shadcn/src/templates/laravel.ts	30	// Not used — scaffold exits early.	COMMENT
MEDIUM	packages/shadcn/src/templates/create-template.ts	87	// Rebuild scaffold with monorepo overrides.	COMMENT
MEDIUM	packages/shadcn/src/templates/create-template.ts	222	// Default scaffold that downloads a template from GitHub.	COMMENT

Verbosity Indicators6 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	packages/shadcn/src/commands/init.ts	547	// We need to check if we're initializing with a new style.	COMMENT
LOW⚡	apps/v4/app/(app)/(create)/lib/build-instructions.ts	57	## Step 1: Dependencies	COMMENT
LOW⚡	apps/v4/app/(app)/(create)/lib/build-instructions.ts	67	## Step 2: Create \`lib/utils.ts\`	COMMENT
LOW	apps/v4/app/(app)/(create)/lib/build-instructions.ts	81	## Step 3: Set up CSS	COMMENT
LOW	apps/v4/app/(app)/(create)/lib/build-instructions.ts	201	## Step 4: Set up the font	COMMENT
LOW⚡	apps/v4/app/(app)/(create)/lib/build-instructions.ts	246	## Step 5: Create \`components.json\`	COMMENT

shadcn-ui/ui

Open-Source Code Quality, Security and Technical Debt Review