1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

13.5K

Stars

TypeScript

Language

97.9K

Lines of Code

741

Files

129

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 6.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 123 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 6.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 119 finding(s).

PR Review Velocity Impact 6.7/100 · LOW

Which changes need focused human review? 129 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 0MEDIUM 3LOW 126

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 129 distinct pattern matches across 6 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 Identifiers116 hits · 119 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/renderer/renderer-impl.ts	170	function parseFrontMatterAndContent(markdownText: string): ParseResult {	CODE
LOW	packages/core/src/utils/languages.ts	90	function splitHighlightedHtmlByLines(html: string): string[] {	CODE
LOW	packages/core/src/utils/front-matter.ts	16	function normalizeMarkdownListMarkers(input: string): string {	CODE
LOW	packages/core/src/utils/mathDetection.ts	114	export function stripBreakBeforeInlineKatex(html: string): string {	CODE
LOW	packages/core/src/extensions/component.ts	417	function hasOnlyWhitespaceToLineEnd(src: string, from: number): boolean {	CODE
LOW	packages/core/src/extensions/infographic.ts	203	export function hydratePendingInfographicDiagrams(root: ParentNode, options?: InfographicOptions) {	CODE
LOW	packages/mcp-server/src/config-options.ts	130	export function assertAllowedCodeBlockThemeUrl(url: string): void {	CODE
LOW	packages/shared/src/utils/table.ts	75	function isTableBodyContinuationLine(line: string): boolean {	CODE
LOW	packages/shared/src/utils/table.ts	97	function isTableHeaderCandidateLine(line: string): boolean {	CODE
LOW	packages/shared/src/editor/history.ts	8	export function replaceDocumentWithoutHistory(view: EditorView, content: string) {	CODE
LOW	apps/web/index.html	133	function readLocaleFromLocalStorage() {	CODE
LOW	apps/web/src/composables/useInitialPreviewBoot.ts	24	export async function completeInitialPreviewBoot() {	CODE
LOW⚡	apps/web/src/composables/useLocalizedAIServices.ts	25	function localizeImageServiceOptions(t: Translate): ImageServiceOption[] {	CODE
LOW⚡	apps/web/src/composables/useLocalizedAIServices.ts	32	export function createLocalizedAIServiceOptions(t: Translate) {	CODE
LOW⚡	apps/web/src/composables/useLocalizedAIServices.ts	41	export function useLocalizedAIServiceOptions() {	CODE
LOW	apps/web/src/composables/useLocalizedUploadHosts.ts	17	export function createLocalizedUploadHostOptions(t: Translate): IConfigOption<UploadHostValue>[] {	CODE
LOW	apps/web/src/composables/useLocalizedUploadHosts.ts	25	export function useLocalizedUploadHostOptions() {	CODE
LOW⚡	…s/web/src/composables/useLocalizedBuiltinComponents.ts	39	export function createLocalizedBuiltinComponents(	CODE
LOW⚡	…s/web/src/composables/useLocalizedBuiltinComponents.ts	47	export function useLocalizedBuiltinComponents() {	CODE
LOW⚡	…s/web/src/composables/useLocalizedBuiltinComponents.ts	54	export function useLocalizedAllComponents() {	CODE
LOW	apps/web/src/composables/useSlashMenuScrollHint.ts	26	function bindScrollContentObserver() {	CODE
LOW	apps/web/src/composables/useSlashMenuScrollHint.ts	38	function unbindScrollContentObserver() {	CODE
LOW	apps/web/src/composables/useCursorSync.ts	89	function syncEditorToPreviewElement(el: HTMLElement) {	CODE
LOW	apps/web/src/composables/useCursorSync.ts	164	function handlePreviewContentClick(event: MouseEvent) {	CODE
LOW	apps/web/src/composables/useComponentCompletion.ts	203	export function createComponentCompletionSource(	CODE
LOW	apps/web/src/composables/useComponentCompletion.ts	225	export function createComponentCompletionExtension(	CODE
LOW	apps/web/src/composables/useLocalizedStyleOptions.ts	60	function localizeFontFamilyOptions(t: Translate): IConfigOption[] {	CODE
LOW	apps/web/src/composables/useLocalizedStyleOptions.ts	75	function localizeLineHeightOptions(t: Translate): IConfigOption[] {	CODE
LOW	apps/web/src/composables/useLocalizedStyleOptions.ts	82	function localizeBlockSpacingOptions(t: Translate): IConfigOption[] {	CODE
LOW	apps/web/src/composables/useLocalizedStyleOptions.ts	97	function localizeBlockquoteBackgroundOptions(t: Translate): IConfigOption[] {	CODE
LOW	apps/web/src/composables/useLocalizedStyleOptions.ts	113	function localizeHeadingLevelOptions(t: Translate): IConfigOption[] {	CODE
LOW	apps/web/src/composables/useLocalizedStyleOptions.ts	120	function localizeHeadingStyleOptions(t: Translate): IConfigOption[] {	CODE
LOW	apps/web/src/composables/useLocalizedStyleOptions.ts	143	export function createLocalizedStyleOptions(	CODE
LOW	apps/web/src/stores/ui.ts	181	function openComponentDialogWithTarget(target: string) {	CODE
LOW	apps/web/src/stores/render.ts	62	function buildComponentFingerprint(	CODE
LOW	apps/web/src/storage/repositories/documents-backup.ts	179	export function writeDocumentsPagehideBackup(posts: Post[]): string {	CODE
LOW	apps/web/src/storage/repositories/documents-backup.ts	205	export function peekDocumentsPagehideBackup(): { token: string \| null, posts: Post[] } \| null {	CODE
LOW	apps/web/src/storage/repositories/documents-backup.ts	216	export function clearDocumentsPagehideBackup(token?: string): void {	CODE
LOW	apps/web/src/storage/repositories/documents.ts	45	export function setUseLegacyDocumentStorage(enabled: boolean): void {	CODE
LOW	apps/web/src/storage/repositories/documents.ts	49	export function isUsingLegacyDocumentStorage(): boolean {	CODE
LOW	apps/web/src/storage/migrate/from-local-storage.ts	68	export function cleanupMigratedLocalStorage(explicitKeys?: string[]): number {	CODE
LOW	apps/web/src/storage/migrate/from-local-storage.ts	124	export async function migrateLegacyThemeSettings(engine: IndexedDBEngine): Promise<void> {	CODE
LOW	apps/web/src/components/ui/search-tab/SearchTab.vue	274	function handleReplaceInputKeyDown(e: KeyboardEvent) {	CODE
LOW	apps/web/src/components/ai/SidebarAIToolbar.vue	48	function checkSelectionAndUpdateHint() {	CODE
LOW	…ps/web/src/components/ai/chat-box/AIAssistantPanel.vue	138	function generateConversationTitle(): string {	CODE
LOW	…ps/web/src/components/ai/chat-box/AIAssistantPanel.vue	151	async function autoSaveCurrentConversation() {	CODE
LOW	apps/web/src/components/editor/PreviewPanel.vue	47	function scheduleHydratePreviewDiagrams() {	CODE
LOW	apps/web/src/components/editor/EditorContextMenu.vue	167	function downloadAsSegmentedImages(maxSegmentHeight: number) {	CODE
LOW	apps/web/src/components/editor/EditorPanel.vue	58	function onWrapperContextMenuCapture(e: MouseEvent) {	CODE
LOW	apps/web/src/components/editor/EditorPanel.vue	519	function flushEditorContentToPostAtIndex(index: number) {	CODE
LOW	apps/web/src/components/editor/EditorPanel.vue	534	function commitEditorContentToPost() {	CODE
LOW	apps/web/src/components/editor/CssEditor.vue	220	function enterSelectModeFromContextMenu() {	CODE
LOW	apps/web/src/components/editor/RightSlider.vue	120	function blockquoteBackgroundChanged(value: string) {	CODE
LOW	…/src/components/editor/footer/FooterOutlinePopover.vue	52	function scrollOutlineFocusIntoView() {	CODE
LOW	…eb/src/components/editor/post-slider/postSliderMenu.ts	23	export function getPostSliderDropdownContentProps(isMobile: boolean, desktopClass = `w-40`) {	CODE
LOW	…/src/components/editor/dialogs/CustomComponentForm.vue	183	function getPropDefaultPlaceholder(type: string): string {	CODE
LOW	apps/web/src/components/editor/editor-header/index.vue	61	function fallbackCopyUsingExecCommand(htmlContent: string) {	CODE
LOW	…b/src/components/editor/editor-header/FileDropdown.vue	56	function downloadAsSegmentedImages(maxSegmentHeight: number) {	CODE
LOW	…/src/components/editor/editor-header/StyleDropdown.vue	95	function blockquoteBackgroundChanged(value: string) {	CODE
LOW	apps/web/src/configs/keyboard-shortcuts.ts	18	export function buildKeyboardShortcutCategories(): ShortcutCategory[] {	CODE
56 more matches not shown…

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	apps/web/src/lib/preview/diagram-download.ts	11	// ─── Download helpers ────────────────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/src/lib/preview/diagram-download.ts	85	// ─── Download bar DOM injection ───────────────────────────────────────────────	COMMENT
MEDIUM	apps/web/src/lib/preview/diagram-download.ts	139	// ─── Overlay lifecycle ────────────────────────────────────────────────────────	COMMENT

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	docs/custom-upload.md	41	errCb(err)	COMMENT
LOW	packages/shared/src/editor/basicSetup.ts	21	/// - [the default command bindings](#commands.defaultKeymap)	COMMENT
LOW	apps/api/wrangler.toml	41	# 可开通 Pro 的爱发电方案 plan_id（月 / 季 / 年）	COMMENT

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…web/src/components/ui/password-input/PasswordInput.vue	36	:placeholder="placeholder"	CODE
LOW	apps/web/src/components/ai/AIModelPicker.vue	86	:placeholder="placeholder"	CODE
LOW	…r/dialogs/upload-providers/UploadProviderTextField.vue	24	:placeholder="placeholder"	CODE

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	apps/api/src/auth.ts	55	// Step 1: redirect to GitHub authorization	COMMENT
LOW	apps/api/src/auth.ts	81	// Step 2: GitHub callback — exchange code, issue JWT, redirect to frontend	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	apps/api/src/auth.ts	55	// Step 1: redirect to GitHub authorization	COMMENT
LOW	apps/api/src/auth.ts	81	// Step 2: GitHub callback — exchange code, issue JWT, redirect to frontend	COMMENT

doocs/md

Open-Source Code Quality, Security and Technical Debt Review