1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

9.5K

Stars

TypeScript

Language

56.1K

Lines of Code

466

Files

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 4.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 48 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 3.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 43 finding(s).

PR Review Velocity Impact 5.2/100 · LOW

Which changes need focused human review? 49 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 1HIGH 0MEDIUM 1LOW 47

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

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

Hyper-Verbose Identifiers43 hits · 43 pts

Severity	File	Line	Snippet	Context
LOW	docs/__a11y__/test-utils.ts	144	function landmarkUniqueNodeMatcher(node: ViolationNode) {	CODE
LOW	packages/file-icons-generator/utils/font.ts	124	function updateDefinitionsWithAlias(definitions: Definitions<string>, icon: string, alias: string) {	CODE
LOW	packages/file-icons-generator/utils/font.ts	134	function updateDefinitionsRecordWithAlias(	CODE
LOW	packages/starlight/__e2e__/icons.test.ts	55	function getFitIconInViewBoxCommand(	CODE
LOW	…arlight/__tests__/expressive-code/preprocessor.test.ts	268	function getStarlightConfigAndUseTranslations(	CODE
LOW	packages/starlight/__tests__/sidebar/navigation.test.ts	212	function includesOnlyLinksWithTrailingSlash(entry: SidebarEntry \| undefined): boolean {	CODE
LOW	packages/starlight/__tests__/basics/schema.test.ts	86	function parseHeadConfigWithFriendlyErrors(	CODE
LOW	…kages/starlight/__tests__/basics/config-errors.test.ts	5	function parseStarlightConfigWithFriendlyErrors(config: StarlightUserConfig) {	CODE
LOW	…ckages/starlight/__tests__/markdown-processor/utils.ts	24	export async function createStarlightMarkdownProcessor(	CODE
LOW	…kages/starlight/__tests__/i18n/translations-ec.test.ts	110	function getStarlightConfigAndUseTranslations(	CODE
LOW	…kages/starlight/__tests__/i18n/translations-ec.test.ts	124	function getExpressiveCodeOverriddenLanguages() {	CODE
LOW	…s/starlight/src/user-components/file-tree-processor.ts	172	function getFileIconTypeFromExtension(fileName: string) {	CODE
LOW	…s/starlight/src/user-components/file-tree-processor.ts	225	function throwFileTreeValidationError(message: string): never {	CODE
LOW	packages/starlight/src/utils/path.ts	14	export function ensureLeadingAndTrailingSlashes(href: string): string {	CODE
LOW	packages/starlight/src/utils/path.ts	33	export function stripLeadingAndTrailingSlashes(href: string): string {	CODE
LOW	packages/starlight/src/utils/navigation.ts	100	function entriesFromAutogenerateConfig(	CODE
LOW	packages/starlight/src/utils/navigation.ts	141	function linkFromInternalSidebarLinkItem(	CODE
LOW	packages/starlight/src/utils/navigation.ts	229	function getRoutePathRelativeToCollectionRoot(route: Route, locale: string \| undefined) {	CODE
LOW	packages/starlight/src/utils/navigation.ts	406	function getIntermediateSidebarFromConfig(	CODE
LOW	packages/starlight/src/utils/navigation.ts	420	function setIntermediateSidebarCurrentEntry(	CODE
LOW	packages/starlight/src/utils/navigation.ts	508	function recursivelyBuildSidebarIdentity(sidebar: SidebarEntry[]): string {	CODE
LOW	packages/starlight/src/utils/i18n.ts	139	function inferStarlightLocaleFromAstroLocale(astroLocale: AstroLocale) {	CODE
LOW	packages/starlight/src/utils/i18n.ts	158	function isAstroLocaleExtendedConfig(locale: AstroLocale): locale is AstroLocaleExtendedConfig {	CODE
LOW	packages/starlight/src/utils/collection.ts	25	export function getCollectionPathFromRoot(	CODE
LOW	packages/starlight/src/utils/starlight-page.ts	102	export async function generateStarlightPageRouteData({	CODE
LOW	packages/starlight/src/utils/starlight-page.ts	171	async function getStarlightPageFrontmatter(frontmatter: StarlightPageFrontmatter) {	CODE
LOW	packages/starlight/src/utils/plugins.ts	156	export function injectPluginTranslationsTypes(	CODE
LOW	packages/starlight/src/utils/routing/middleware.ts	11	export async function attachRouteDataAndRunMiddleware(	CODE
LOW	packages/starlight/src/integrations/remark-asides.ts	55	function transformUnhandledDirective(	CODE
LOW	packages/starlight/src/integrations/remark-asides.ts	205	export function remarkDirectivesRestoration() {	CODE
LOW	…ges/starlight/src/integrations/vite-virtual-modules.ts	20	export function vitePluginStarlightVirtualModules(	CODE
LOW	packages/starlight/src/integrations/vite-layer-order.ts	20	export function vitePluginStarlightCssLayerOrder(): VitePlugin {	CODE
LOW	…kages/starlight/src/integrations/markdown-processor.ts	24	export function getMarkdownProcessorPaths(options: MarkdownProcessorPluginOptions): string[] {	CODE
LOW	packages/starlight/src/integrations/markdown-plugins.ts	21	export function applyStarlightMarkdownPlugins(	CODE
LOW	packages/starlight/src/integrations/markdown-plugins.ts	46	export function registerDirectivesRestoration(	CODE
LOW	packages/starlight/src/integrations/markdown-plugins.ts	61	export function starlightDirectivesRestorationIntegration(): AstroIntegration {	CODE
LOW	packages/starlight/src/integrations/aside-utils.ts	35	function throwInvalidAsideIconError(icon: string) {	CODE
LOW	…ight/src/integrations/vite-lazy-barrel-optimization.ts	20	export function vitePluginStarlightLazyBarrelOptimization(): VitePlugin {	CODE
LOW	packages/starlight/src/integrations/satteri.ts	64	export function satteriDirectivesRestoration(): MdastPluginDefinition {	CODE
LOW	packages/starlight/src/integrations/satteri.ts	156	function satteriRtlCodeSupportPlugin(): HastPluginDefinition {	CODE
LOW	packages/starlight/src/integrations/satteri.ts	191	function satteriAutolinkHeadingsPlugin(t: I18nT): HastPluginDefinition {	CODE
LOW	…light/src/integrations/expressive-code/preprocessor.ts	24	export function getStarlightEcConfigPreprocessor({	CODE
LOW	…/starlight/src/integrations/expressive-code/theming.ts	52	export function applyStarlightUiThemeColors(theme: ExpressiveCodeTheme) {	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	docs/lunaria.config.ts	121	const sourceUpdatedAt = entry.source.git.latestTrackedCommit.date.getTime();	CODE

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/starlight/tsdown.config.ts	26	* This is a basic implementation suitable for Starlight’s needs as the existing `unplugin-raw`	COMMENT
LOW	.github/workflows/ci.yml	40	# When updating filters here, make sure to also add or remove them from the	COMMENT

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/docsearch/src/index.ts	81	* },	COMMENT
LOW	packages/starlight/src/utils/user-config.ts	21	UserConfigTableOfContentsSchema,	COMMENT
LOW	packages/starlight/src/components-internals/Icons.ts	241	safari:	COMMENT

withastro/starlight

Open-Source Code Quality, Security and Technical Debt Review