2.9

Adjusted Signal

2.9

Raw Pattern Score

100%

Time Factor

—

Last Push

—

Stars

—

Language

146.8K

Lines of Code

259

Files

262

Pattern Hits

2026-10-31

Scan Date

0.06

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 5.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 172 finding(s).

Hallucinated Dependency & Supply Chain Risk 8.6/100 · LOW

Are imports declared and package/API names verified? 90 finding(s).

Agent Over-Engineering Ratio 4.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 151 finding(s).

PR Review Velocity Impact 12.8/100 · LOW

Which changes need focused human review? 262 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 14HIGH 1MEDIUM 4LOW 243

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 262 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.

Hallucination Indicators14 hits · 185 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	src-vite/src/components/Content.vue	2481	? localeMsg.value.msgbox.permanent_delete.files_content.replace('{count}', deleteCount.toLocaleString())	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	2482	: localeMsg.value.msgbox.permanent_delete.file_content.replace('{file}', fileList.value[selectedItemIndex.value]	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	2484	? localeMsg.value.msgbox.move_to_trash.files_content.replace('{count}', deleteCount.toLocaleString())	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	2485	: localeMsg.value.msgbox.move_to_trash.file_content.replace('{file}', fileList.value[selectedItemIndex.value]?.n	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	2487	? `\n${localeMsg.value.msgbox.move_to_trash.raw_jpeg_companions_content.replace('{count}', rawJpegCompanionDeleteCou	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	9087	? localeMsg.value.msgbox.permanent_delete.file_success.replace('{file}', fileName)	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	9088	: localeMsg.value.msgbox.move_to_trash.file_success.replace('{file}', fileName);	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	9092	? localeMsg.value.msgbox.permanent_delete.files_success.replace('{count}', count.toLocaleString())	CODE
CRITICAL⚡	src-vite/src/components/Content.vue	9093	: localeMsg.value.msgbox.move_to_trash.files_success.replace('{count}', count.toLocaleString());	CODE
CRITICAL	src-vite/src/components/Content.vue	2498	return localeMsg.value.msgbox.trash_failed.files_content.replace('{count}', deleteCount.toLocaleString());	CODE
CRITICAL	src-vite/src/components/Content.vue	2500	return localeMsg.value.msgbox.trash_failed.file_content.replace(	CODE
CRITICAL	src-vite/src/common/updater.ts	81	return localeMsg.value.settings.about.auto_update.downloading.replace(	CODE
CRITICAL	src-vite/src/common/updater.ts	104	return localeMsg.value.settings.about.auto_update.new_version_available.replace('{version}', updateVersion.value);	CODE
CRITICAL	src-vite/src/common/updater.ts	223	localeMsg.value.settings.about.auto_update.new_version_available.replace('{version}', update.version),	CODE

Hyper-Verbose Identifiers151 hits · 136 pts

Severity	File	Line	Snippet	Context
LOW	src-vite/src/App.vue	201	function handleMainWindowScaleShortcut(event) {	CODE
LOW	src-vite/src/composables/useAlbumSelection.ts	30	export function useAlbumSelectionProvider(	CODE
LOW	src-vite/src/components/SmartAlbumList.vue	277	function handleSmartAlbumContextMenu(smartAlbum: any, event: MouseEvent) {	CODE
LOW	src-vite/src/components/SmartAlbumList.vue	308	function handleReorderOutsidePointerDown(event: PointerEvent) {	CODE
LOW	src-vite/src/components/Content.vue	11138	// function startDraggingfilmStripView(event: MouseEvent) {	COMMENT
LOW	src-vite/src/components/Content.vue	921	function handleTitleBreadcrumbNavigate(path: string) {	CODE
LOW	src-vite/src/components/Content.vue	1095	async function refreshSelectionPanelPreviews() {	CODE
LOW	src-vite/src/components/Content.vue	1147	function removeDeletedFilesFromImageViewerSession(fileIds: number[]) {	CODE
LOW	src-vite/src/components/Content.vue	1168	async function finishSelectedFileRefresh(results: Array<{ file: any; size_delta: number; skipped: boolean }>) {	CODE
LOW	src-vite/src/components/Content.vue	1273	function handleSelectionContextMenu(index: number, event: MouseEvent) {	CODE
LOW	src-vite/src/components/Content.vue	1319	function clearSelectionForFileListUpdate() {	CODE
LOW	src-vite/src/components/Content.vue	1336	function captureSelectionForFileListRefresh() {	CODE
LOW	src-vite/src/components/Content.vue	1356	async function restoreSelectionAfterFileListRefresh() {	CODE
LOW	src-vite/src/components/Content.vue	1442	function rememberFocusedFileForPresentationRefresh() {	CODE
LOW	src-vite/src/components/Content.vue	1447	async function restoreFocusedFileAfterListRefresh() {	CODE
LOW	src-vite/src/components/Content.vue	1522	function clearLoadedSelectionFlags() {	CODE
LOW	src-vite/src/components/Content.vue	1571	function getActiveCustomSmartAlbum() {	CODE
LOW	src-vite/src/components/Content.vue	1631	function isGroupingSupportedForCurrentView() {	CODE
LOW	src-vite/src/components/Content.vue	1813	function updateGroupSelectedCountForFile(file: any, delta: number) {	CODE
LOW	src-vite/src/components/Content.vue	1836	function recomputeLoadedGroupSelectedCounts() {	CODE
LOW	src-vite/src/components/Content.vue	1861	function normalizeGroupedRowsResult(result: any) {	CODE
LOW	src-vite/src/components/Content.vue	1918	function getGroupedRowIndexForFileIndex(fileIndex: number) {	CODE
LOW	src-vite/src/components/Content.vue	1934	function getGroupedFileIndexForRowIndex(rowIndex: number) {	CODE
LOW	src-vite/src/components/Content.vue	2055	function handleQuickViewMouseLeave() {	CODE
LOW	src-vite/src/components/Content.vue	2072	function getCurrentPreviewImageSrc() {	CODE
LOW	src-vite/src/components/Content.vue	2199	async function refreshGridLayoutPreservingScroll() {	CODE
LOW	src-vite/src/components/Content.vue	2212	function clearRightPanelAnimationTimer() {	CODE
LOW	src-vite/src/components/Content.vue	2259	function migrateRightPanelWidthToPixels() {	CODE
LOW	src-vite/src/components/Content.vue	2375	async function removeFileFromCurrentCollection(index: number) {	CODE
LOW	src-vite/src/components/Content.vue	2393	async function removeSelectedFromCollection() {	CODE
LOW	src-vite/src/components/Content.vue	2752	async function resolveAlbumImportDestination(albumId: number, folderPath?: string) {	CODE
LOW	src-vite/src/components/Content.vue	2764	async function resolveCurrentAlbumImportDestination() {	CODE
LOW	src-vite/src/components/Content.vue	3148	function updateContentDragPosition(event: PointerEvent) {	CODE
LOW	src-vite/src/components/Content.vue	3473	async function refreshFolderSidebarCount(path: string) {	CODE
LOW	src-vite/src/components/Content.vue	3494	async function refreshFolderSidebarCounts(changedPaths: string[]) {	CODE
LOW	src-vite/src/components/Content.vue	3525	function matchesRequestedSidebarCount(request: any) {	CODE
LOW	src-vite/src/components/Content.vue	3560	function commitRequestedSidebarCount(count: number, request = uiStore.countUpdateRequest) {	CODE
LOW	src-vite/src/components/Content.vue	3808	function waitForContentLoadingPaint() {	CODE
LOW	src-vite/src/components/Content.vue	3814	function refreshContentFromSelectionChange() {	CODE
LOW	src-vite/src/components/Content.vue	3874	async function refreshImportedAlbumContent(albumId: number) {	CODE
LOW	src-vite/src/components/Content.vue	4008	async function selectRangeFromSingleSelection(anchorIndex: number, targetIndex: number) {	CODE
LOW	src-vite/src/components/Content.vue	4221	function unselectFileFromSelection(fileId: number) {	CODE
LOW	src-vite/src/components/Content.vue	4258	function currentOriginalsUnavailable() {	CODE
LOW	src-vite/src/components/Content.vue	4973	function handleQuickPreviewShortcut(event: { key: string; code?: string; repeat?: boolean }): boolean {	CODE
LOW	src-vite/src/components/Content.vue	5015	function isContentInteractionActive() {	CODE
LOW	src-vite/src/components/Content.vue	5361	function buildScanStreamQueryParams() {	CODE
LOW	src-vite/src/components/Content.vue	5472	async function scheduleScanStreamingPull(albumId: number, current: number) {	CODE
LOW	src-vite/src/components/Content.vue	5517	function restoreScrollAfterRefresh() {	CODE
LOW	src-vite/src/components/Content.vue	6171	function restoreInitialSelectionIfNeeded() {	CODE
LOW	src-vite/src/components/Content.vue	6961	async function initializeGroupedFileList(requestId: number) {	CODE
LOW	src-vite/src/components/Content.vue	7091	async function hydrateSelectedFilesByIds() {	CODE
LOW	src-vite/src/components/Content.vue	7132	async function getActionableSelectedItemsForAction() {	CODE
LOW	src-vite/src/components/Content.vue	7152	async function getSelectedItemsForClipboard(limit = 10) {	CODE
LOW	src-vite/src/components/Content.vue	7189	async function fetchMissingVisibleThumbnails(startIndex: number, endIndex: number) {	CODE
LOW	src-vite/src/components/Content.vue	7379	async function getMapSearchClusterFileList(fileIds: number[], gpsParams: Record<string, any>, requestId: number, exactMe	CODE
LOW	src-vite/src/components/Content.vue	8695	function rebuildSelectionAfterListMutation(selectedIds: Set<number>) {	CODE
LOW	src-vite/src/components/Content.vue	9454	async function refreshGroupedRowsAfterDelete(fileIds: number[]) {	CODE
LOW	src-vite/src/components/Content.vue	9552	function getNextVideoThumbnailRefreshPercent(file: any) {	CODE
LOW	src-vite/src/components/Content.vue	9599	function handleDedupCullingStatusUpdated(fileId: number, cullingFlag: number) {	CODE
LOW	src-vite/src/components/Content.vue	9691	function advanceAfterMetadataShortcut(fileId: number, requestId: number) {	CODE
91 more matches not shown…

Fake / Example Data75 hits · 75 pts

Severity	File	Line	Snippet	Context
LOW	src-vite/src/locales/hu.json	450	"placeholder": "Keresés fájlnévre"	CODE
LOW	src-vite/src/locales/hu.json	851	"placeholder": "Könyvtárnév megadása",	CODE
LOW	src-vite/src/locales/hu.json	924	"placeholder": "Új fájlnév megadása",	CODE
LOW	src-vite/src/locales/hu.json	931	"placeholder": "Új név",	CODE
LOW	src-vite/src/locales/hu.json	999	"placeholder": "Leírás megadása",	CODE
LOW	src-vite/src/locales/nl.json	450	"placeholder": "Zoek op bestandsnaam"	CODE
LOW	src-vite/src/locales/nl.json	851	"placeholder": "Voer een bibliotheeknaam in",	CODE
LOW	src-vite/src/locales/nl.json	924	"placeholder": "Voer een nieuwe bestandsnaam in",	CODE
LOW	src-vite/src/locales/nl.json	931	"placeholder": "Nieuwe naam",	CODE
LOW	src-vite/src/locales/nl.json	999	"placeholder": "Voer een beschrijving in",	CODE
LOW	src-vite/src/locales/ja.json	450	"placeholder": "ファイル名を検索"	CODE
LOW	src-vite/src/locales/ja.json	851	"placeholder": "ライブラリ名",	CODE
LOW	src-vite/src/locales/ja.json	924	"placeholder": "新しいファイル名を入力",	CODE
LOW	src-vite/src/locales/ja.json	931	"placeholder": "新しい名前",	CODE
LOW	src-vite/src/locales/ja.json	999	"placeholder": "説明を入力",	CODE
LOW	src-vite/src/locales/de.json	450	"placeholder": "Dateiname"	CODE
LOW	src-vite/src/locales/de.json	851	"placeholder": "Bibliotheksname",	CODE
LOW	src-vite/src/locales/de.json	924	"placeholder": "Neuen Dateinamen eingeben",	CODE
LOW	src-vite/src/locales/de.json	931	"placeholder": "Neuer Name",	CODE
LOW	src-vite/src/locales/de.json	999	"placeholder": "Beschreibung eingeben",	CODE
LOW	src-vite/src/locales/ru.json	450	"placeholder": "Имя файла"	CODE
LOW	src-vite/src/locales/ru.json	851	"placeholder": "Имя библиотеки",	CODE
LOW	src-vite/src/locales/ru.json	924	"placeholder": "Введите новое имя файла",	CODE
LOW	src-vite/src/locales/ru.json	931	"placeholder": "Новое имя",	CODE
LOW	src-vite/src/locales/ru.json	999	"placeholder": "Введите описание",	CODE
LOW	src-vite/src/locales/pl.json	450	"placeholder": "Szukaj nazwy pliku"	CODE
LOW	src-vite/src/locales/pl.json	851	"placeholder": "Wprowadź nazwę biblioteki",	CODE
LOW	src-vite/src/locales/pl.json	924	"placeholder": "Wprowadź nową nazwę pliku",	CODE
LOW	src-vite/src/locales/pl.json	931	"placeholder": "Nowa nazwa",	CODE
LOW	src-vite/src/locales/pl.json	999	"placeholder": "Wprowadź opis",	CODE
LOW	src-vite/src/locales/uk.json	450	"placeholder": "Шукати за назвою файлу"	CODE
LOW	src-vite/src/locales/uk.json	851	"placeholder": "Введіть назву бібліотеки",	CODE
LOW	src-vite/src/locales/uk.json	924	"placeholder": "Введіть нову назву файлу",	CODE
LOW	src-vite/src/locales/uk.json	931	"placeholder": "Нова назва",	CODE
LOW	src-vite/src/locales/uk.json	999	"placeholder": "Введіть опис",	CODE
LOW	src-vite/src/locales/zh-CN.json	450	"placeholder": "搜索文件名"	CODE
LOW	src-vite/src/locales/zh-CN.json	851	"placeholder": "输入库的名称",	CODE
LOW	src-vite/src/locales/zh-CN.json	924	"placeholder": "输入新文件名",	CODE
LOW	src-vite/src/locales/zh-CN.json	931	"placeholder": "新名称",	CODE
LOW	src-vite/src/locales/zh-CN.json	999	"placeholder": "输入描述",	CODE
LOW	src-vite/src/locales/pt.json	450	"placeholder": "Nome do arquivo"	CODE
LOW	src-vite/src/locales/pt.json	851	"placeholder": "Nome da biblioteca",	CODE
LOW	src-vite/src/locales/pt.json	924	"placeholder": "Digite um novo nome de arquivo",	CODE
LOW	src-vite/src/locales/pt.json	931	"placeholder": "Novo nome",	CODE
LOW	src-vite/src/locales/pt.json	999	"placeholder": "Introduzir descrição",	CODE
LOW	src-vite/src/locales/en.json	450	"placeholder": "Search file name"	CODE
LOW	src-vite/src/locales/en.json	851	"placeholder": "Enter library name",	CODE
LOW	src-vite/src/locales/en.json	924	"placeholder": "Enter a new file name",	CODE
LOW	src-vite/src/locales/en.json	931	"placeholder": "New name",	CODE
LOW	src-vite/src/locales/en.json	999	"placeholder": "Enter description",	CODE
LOW	src-vite/src/locales/it.json	450	"placeholder": "Cerca nome file"	CODE
LOW	src-vite/src/locales/it.json	851	"placeholder": "Inserisci il nome della libreria",	CODE
LOW	src-vite/src/locales/it.json	924	"placeholder": "Inserisci un nuovo nome file",	CODE
LOW	src-vite/src/locales/it.json	931	"placeholder": "Nuovo nome",	CODE
LOW	src-vite/src/locales/it.json	999	"placeholder": "Inserisci descrizione",	CODE
LOW	src-vite/src/locales/fr.json	450	"placeholder": "Nom de fichier"	CODE
LOW	src-vite/src/locales/fr.json	851	"placeholder": "Nom bibliothèque",	CODE
LOW	src-vite/src/locales/fr.json	924	"placeholder": "Entrer un nouveau nom de fichier",	CODE
LOW	src-vite/src/locales/fr.json	931	"placeholder": "Nouveau nom",	CODE
LOW	src-vite/src/locales/fr.json	999	"placeholder": "Saisir une description",	CODE
15 more matches not shown…

Over-Commented Block12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	src-vite/src/components/Image.vue	681	// We need to compare paths. The src might be a full URL (asset://...) while filePath is absolute path	COMMENT
LOW	src-vite/src/common/layout.ts	81	// Width if scaled to targetHeight	COMMENT
LOW	scripts/remove_appimage_wayland_client.sh	1	#!/usr/bin/env bash	COMMENT
LOW	src-tauri/src/t_sqlite.rs	3361	}	COMMENT
LOW	src-tauri/src/t_sqlite.rs	3381	// .query_map(params![album_id], \|row\| {	COMMENT
LOW	src-tauri/src/t_sqlite.rs	7821	updated_at: Some(Self::now_ts()),	COMMENT
LOW	src-tauri/src/t_xmp.rs	1	//! XMP sidecar import, non-destructive writeback, and local-edit protection.	COMMENT
LOW	src-tauri/src/t_xmp.rs	61	pub struct XmpMetadata {	COMMENT
LOW	src-tauri/src/t_xmp.rs	81	pub hierarchical_tags: Option<Vec<String>>,	COMMENT
LOW	src-tauri/src/t_motion_photo.rs	1	//! Android Motion Photo detection.	COMMENT
LOW	src-tauri/src/t_face.rs	481		COMMENT
LOW	src-tauri/src/t_cmds.rs	221		COMMENT

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	src-tauri/src/t_sqlite.rs	2633	// that the permissive EXIF reader scans, so it is robust against	COMMENT
MEDIUM	src-tauri/src/t_sqlite.rs	10469	// Ideally we should check strict versioning but for now this is robust enough for simple addition.	COMMENT
MEDIUM	src-tauri/src/t_utils.rs	3471	// Some EXIF dates might use different separators or formats, so we can try to be a bit more robust	COMMENT

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	src-tauri/src/t_dedup.rs	191	// Step 3: Hash them	COMMENT
LOW	src-tauri/src/t_dedup.rs	248	// Step 4: Rebuild duplicate groups	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	src-tauri/src/t_dedup.rs	191	// Step 3: Hash them	COMMENT
LOW	src-tauri/src/t_dedup.rs	248	// Step 4: Rebuild duplicate groups	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src-tauri/src/t_cmds.rs	2044	/// where Tauri cannot provide file paths).	COMMENT

Cross-Language Confusion1 hit · 2 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/test_metadata_reader.py	13	Frontend action tests: cd src-vite && npm run test:xmp.	STRING

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/remove_appimage_wayland_client.sh	17	# Usage:	COMMENT

julyx10/lap

Open-Source Code Quality, Security and Technical Debt Review