2.4

Adjusted Signal

2.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.3K

Stars

TypeScript

Language

721.3K

Lines of Code

3.4K

Files

1.5K

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 2.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 313 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.9/100 · LOW

Are imports declared and package/API names verified? 1113 finding(s).

Agent Over-Engineering Ratio 3.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 349 finding(s).

PR Review Velocity Impact 10.8/100 · LOW

Which changes need focused human review? 1479 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 2HIGH 7MEDIUM 62LOW 1408

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 1479 distinct pattern matches across 11 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.

Fake / Example Data1106 hits · 1143 pts

Severity	File	Line	Snippet	Context
LOW	packages/ui/src/components/select-with-custom-items.tsx	15	"label" \| "error" \| "defaultValue" \| "value" \| "onChange" \| "placeholder" \| "clearable"	CODE
LOW⚡	packages/translation/src/lang/zh.json	1988	"placeholder": "選擇一個或多個值"	CODE
LOW⚡	packages/translation/src/lang/zh.json	1991	"placeholder": "新增更多值",	CODE
LOW⚡	packages/translation/src/lang/zh.json	1995	"placeholder": "選擇值",	CODE
LOW⚡	packages/translation/src/lang/zh.json	8069	"placeholder": "搜尋任意內容",	CODE
LOW⚡	packages/translation/src/lang/zh.json	8074	"placeholder": "搜尋應用程式、面板、頁面、命令與偏好設定"	CODE
LOW⚡	packages/translation/src/lang/zh.json	8078	"placeholder": "搜尋應用程式、面板與整合"	CODE
LOW⚡	packages/translation/src/lang/zh.json	8082	"placeholder": "搜尋操作與命令"	CODE
LOW⚡	packages/translation/src/lang/zh.json	8086	"placeholder": "搜尋並變更偏好設定"	CODE
LOW⚡	packages/translation/src/lang/zh.json	8090	"placeholder": "詢問助理"	CODE
LOW⚡	packages/translation/src/lang/zh.json	8094	"placeholder": "使用外部搜尋引擎搜尋"	CODE
LOW⚡	packages/translation/src/lang/zh.json	8098	"placeholder": "搜尋電影或節目",	CODE
LOW⚡	packages/translation/src/lang/zh.json	8103	"placeholder": "搜尋使用者與群組"	CODE
LOW	packages/translation/src/lang/zh.json	1470	"placeholder": "自訂應用程式網址"	CODE
LOW	packages/translation/src/lang/zh.json	2312	"placeholder": "選擇一個選項"	CODE
LOW	packages/translation/src/lang/zh.json	2444	"placeholder": "貼上 URL 或搜尋應用程式",	CODE
LOW	packages/translation/src/lang/zh.json	2453	"placeholder": "創建分類",	CODE
LOW	packages/translation/src/lang/zh.json	2904	"placeholder": "搜尋車站"	CODE
LOW	packages/translation/src/lang/zh.json	2983	"placeholder": "開始撰寫您的筆記",	CODE
LOW	packages/translation/src/lang/zh.json	3517	"placeholder": "所有 Docker 環境"	CODE
LOW	packages/translation/src/lang/zh.json	3725	"placeholder": "選擇網站",	CODE
LOW	packages/translation/src/lang/zh.json	3745	"placeholder": "選擇一個事件",	CODE
LOW	packages/translation/src/lang/zh.json	3777	"placeholder": "選取事件……"	CODE
LOW	packages/translation/src/lang/zh.json	3876	"placeholder": "選取儲存區"	CODE
LOW	packages/translation/src/lang/zh.json	4860	"placeholder": "名稱或擁有者/名稱"	CODE
LOW	packages/translation/src/lang/zh.json	6345	"placeholder": "開始搜尋本機的圖像",	CODE
LOW	packages/translation/src/lang/zh.json	7041	"placeholder": "/logo/logo.png"	CODE
LOW	packages/translation/src/lang/zh.json	7045	"placeholder": "使用應用程式標誌"	CODE
LOW	packages/translation/src/lang/zh.json	7059	"placeholder": "https://example.com/background.jpg"	CODE
LOW	packages/translation/src/lang/zh.json	7203	"placeholder": "輸入 API 金鑰",	CODE
LOW	packages/translation/src/lang/zh.json	7233	"placeholder": "模型 ID",	CODE
LOW⚡	packages/translation/src/lang/tr.json	1988	"placeholder": "Bir veya daha fazla değer seçin"	CODE
LOW⚡	packages/translation/src/lang/tr.json	1991	"placeholder": "Daha fazla değer ekleyin",	CODE
LOW⚡	packages/translation/src/lang/tr.json	1995	"placeholder": "Değer seç",	CODE
LOW⚡	packages/translation/src/lang/tr.json	8069	"placeholder": "Aramak için yaz",	CODE
LOW⚡	packages/translation/src/lang/tr.json	8074	"placeholder": "Uygulamalarda, panolarda, sayfalarda, komutlarda ve tercihlerde ara"	CODE
LOW⚡	packages/translation/src/lang/tr.json	8078	"placeholder": "Uygulamalarda, panolarda ve entegrasyonlarda ara"	CODE
LOW⚡	packages/translation/src/lang/tr.json	8082	"placeholder": "Eylemlerde ve komutlarda ara"	CODE
LOW⚡	packages/translation/src/lang/tr.json	8086	"placeholder": "Tercihleri ara ve değiştir"	CODE
LOW⚡	packages/translation/src/lang/tr.json	8090	"placeholder": "Asistana sor"	CODE
LOW⚡	packages/translation/src/lang/tr.json	8094	"placeholder": "Harici bir arama motoruyla ara"	CODE
LOW⚡	packages/translation/src/lang/tr.json	8098	"placeholder": "Bir film veya dizi ara",	CODE
LOW⚡	packages/translation/src/lang/tr.json	8103	"placeholder": "Kullanıcılarda ve gruplarda ara"	CODE
LOW	packages/translation/src/lang/tr.json	1470	"placeholder": "Özel Uygulama URL'si"	CODE
LOW	packages/translation/src/lang/tr.json	2312	"placeholder": "Bir seçenek belirleyin"	CODE
LOW	packages/translation/src/lang/tr.json	2444	"placeholder": "URL'leri yapıştırın veya uygulamalarda arayın",	CODE
LOW	packages/translation/src/lang/tr.json	2453	"placeholder": "Yeni Kategori",	CODE
LOW	packages/translation/src/lang/tr.json	2904	"placeholder": "İstasyon ara"	CODE
LOW	packages/translation/src/lang/tr.json	2983	"placeholder": "Not almaya başlayın",	CODE
LOW	packages/translation/src/lang/tr.json	3517	"placeholder": "Tüm Docker ortamları"	CODE
LOW	packages/translation/src/lang/tr.json	3725	"placeholder": "Bir web sitesi seçin",	CODE
LOW	packages/translation/src/lang/tr.json	3745	"placeholder": "Bir etkinlik seçin",	CODE
LOW	packages/translation/src/lang/tr.json	3777	"placeholder": "Etkinlik seç..."	CODE
LOW	packages/translation/src/lang/tr.json	3876	"placeholder": "Depolama birimlerini seçin"	CODE
LOW	packages/translation/src/lang/tr.json	4860	"placeholder": "Ad veya Sahip/Ad"	CODE
LOW	packages/translation/src/lang/tr.json	6345	"placeholder": "Aramak istediğiniz yerel görseller için yazmaya başlayın",	CODE
LOW	packages/translation/src/lang/tr.json	7041	"placeholder": "/logo/logo.png"	CODE
LOW	packages/translation/src/lang/tr.json	7045	"placeholder": "Uygulama logosunu kullanır"	CODE
LOW	packages/translation/src/lang/tr.json	7059	"placeholder": "https://example.com/background.jpg"	CODE
LOW	packages/translation/src/lang/tr.json	7203	"placeholder": "Bir API anahtarı girin",	CODE
1046 more matches not shown…

Hyper-Verbose Identifiers296 hits · 312 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/workshop/src/backend.ts	768	export function useWorkshopSubmissionQuery(backend: WorkshopBackend, id: string) {	CODE
LOW⚡	packages/workshop/src/backend.ts	776	export function useWorkshopReportSummariesQuery(backend: WorkshopBackend, submission: string) {	CODE
LOW⚡	packages/workshop/src/backend.ts	784	export function useWorkshopUserVotesQuery(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	804	export function useWorkshopCreateMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	809	export function useWorkshopUpdateMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	817	export function useWorkshopDeleteMutation(backend: WorkshopBackend) {	CODE
LOW	packages/workshop/src/backend.ts	836	export function useWorkshopReportMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	850	export function useWorkshopDismissReportMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	858	export function useWorkshopToggleOutdatedMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	866	export function useWorkshopCreateCommentMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	875	export function useWorkshopUpdateCommentMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	883	export function useWorkshopDeleteCommentMutation(backend: WorkshopBackend) {	CODE
LOW⚡	packages/workshop/src/backend.ts	892	export function useWorkshopWidgetImportMutation(	CODE
LOW⚡	packages/workshop/src/backend.ts	899	export function useWorkshopCssImportMutation(useCss: ((css: string) => void) \| undefined, onSuccess?: () => void) {	CODE
LOW	packages/cli/src/commands/harness.ts	114	function parseEnvironmentOverrides(raw?: string): Map<string, string> {	CODE
LOW	packages/request-handler/src/docker.ts	360	export function clearCpuUsageCountersCacheForTesting(): void {	CODE
LOW	packages/request-handler/src/docker.ts	364	export async function getContainersWithStatsAsync(	CODE
LOW	packages/request-handler/src/timetable-url.ts	21	export async function readBoundedTimetableJsonAsync(	CODE
LOW	packages/integrations/test/nextcloud.spec.ts	307	async function prepareNextcloudContainerAsync(): Promise<StartedTestContainer> {	CODE
LOW	packages/integrations/test/nextcloud.spec.ts	333	function createNextcloudIntegration(	CODE
LOW	packages/integrations/src/http-auth.ts	29	export function resolveDeclaredHttpAuthentication(	CODE
LOW	…rations/src/download-client/sabnzbd/sabnzbd-history.ts	16	export async function getSabnzbdHistorySlotsAsync({	CODE
LOW	packages/integrations/src/mock/widget-data.ts	407	function createThingportMockModels(): Record<ThingportModelList, ThingportModel[]> {	CODE
LOW	packages/integrations/src/mock/widget-data.ts	432	export function createThingportMockActivity(from: string, to: string): ThingportActivity {	CODE
LOW	packages/integrations/src/mock/data/beszel.ts	139	function generateSystemStatsSeries(count: number, sys: MockSystemDef): BeszelSystemStats[] {	CODE
LOW	packages/integrations/src/mock/data/beszel.ts	176	function generateContainerStatsSeries(count: number, profiles: typeof containerProfiles): BeszelContainerStats[][] {	CODE
LOW	packages/integrations/src/plex/plex-integration.ts	85	function mergeRecentlyAddedEpisodes(items: RecentlyAddedItem[], episodes: RecentlyAddedEpisode[]): MergedItem[] {	CODE
LOW	packages/integrations/src/base/creator.ts	408	export async function getIntegrationHttpAuthenticationAsync(integration: IntegrationInput & { kind: IntegrationKind }) {	CODE
LOW	packages/integrations/src/stats/providers/plantit.ts	45	async function getHttpAuthenticationAsync(context: StatsFetchContext) {	CODE
LOW	packages/integrations/src/stats/providers/frigate.ts	36	async function getHttpAuthenticationAsync(context: StatsFetchContext) {	CODE
LOW	packages/integrations/src/stats/providers/homebox.ts	60	async function getHttpAuthenticationAsync(context: StatsFetchContext) {	CODE
LOW	packages/integrations/src/traefik/traefik-bounds.ts	7	export async function readBoundedTraefikJsonAsync(	CODE
LOW	packages/common/src/revalidate-path-action.ts	5	export async function revalidatePathActionAsync(path: string) {	CODE
LOW	packages/common/src/bounded-response.ts	63	export async function readBoundedJsonResponseAsync(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	55	export function getAssistantEvaluationMaxOutputTokens(configuredValue: string \| undefined) {	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	105	export function compactAssistantEvaluationMessages(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	485	export function executeActiveAssistantEvaluationTool(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	959	export function executeAssistantEvaluationTool(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	985	export function getAssistantEvaluationLifecycleIssues(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1023	export function getAssistantEvaluationEfficiencyIssues(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1119	export function createAssistantEvaluationState(preferredExampleId?: string): AssistantAttemptState {	CODE
LOW⚡	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1308	export function mergeAssistantEvaluationFeedback(feedback: string[], issues: readonly string[]) {	CODE
LOW⚡	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1317	export function replaceAssistantEvaluationFeedback(feedback: string[], issues: readonly string[]) {	CODE
LOW⚡	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1322	export function composeAssistantEvaluationFeedback(...groups: readonly (readonly string[])[]) {	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1337	export function getPortableAssistantLifecycleFeedback(issues: readonly string[]) {	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1341	export function selectAssistantEvaluationReviewFeedback(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1353	export function formatAssistantDeterministicFeedback(	CODE
LOW	…ages/custom-widgets/scripts/ai-assistant-evaluation.ts	1366	export async function evaluateCustomWidgetAssistantCase(args: {	CODE
LOW	…/custom-widgets/scripts/generate-component-metadata.ts	454	function createBlockedCapabilities(): CustomJsxBlockedCapability[] {	CODE
LOW	…ckages/custom-widgets/scripts/verify-reference-apis.ts	144	async function verifyPublicAiEvaluationApis() {	CODE
LOW	packages/custom-widgets/scripts/ai-evaluation.ts	74	export function getAiEvaluationMaxOutputTokens(purpose: "generation" \| "judge", configuredValue: string \| undefined) {	CODE
LOW	packages/custom-widgets/scripts/ai-evaluation.ts	221	export function getEvaluationResponseFixtureText(testCase: CustomWidgetAiEvaluationCase): string \| null {	CODE
LOW	packages/custom-widgets/scripts/ai-evaluation.ts	359	export function getDeterministicEvaluationIssues(	CODE
LOW	packages/custom-widgets/scripts/ai-evaluation.ts	485	export function getDeterministicEvaluationMatches(	CODE
LOW	packages/custom-widgets/scripts/ai-evaluation.ts	524	export function getDeterministicEvaluationSuiteIssues(	CODE
LOW	packages/custom-widgets/scripts/ai-evaluation.ts	643	export function getCustomWidgetArtifactHash(widget: HomarrCustomWidgetV2) {	CODE
LOW	packages/custom-widgets/scripts/ai-evaluation.ts	647	export function summarizeCustomWidgetJudgePanel(	CODE
LOW	packages/custom-widgets/src/core/schema.ts	11	export function getCustomWidgetJsonSchema() {	CODE
LOW	packages/custom-widgets/src/core/custom-jsx-schema.ts	198	function validateCaseInsensitiveSourceIds(sources: Definition["sources"], ctx: z.RefinementCtx) {	CODE
LOW	packages/custom-widgets/src/core/custom-jsx-schema.ts	315	export function normalizeCustomWidgetAuthoringDefinition(input: CustomWidgetAuthoringDefinitionInput) {	CODE
236 more matches not shown…

Decorative Section Separators53 hits · 156 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/motion-reel/reel.js	3	// ───────────────────────────── constants ─────────────────────────────	COMMENT
MEDIUM	tools/motion-reel/reel.js	21	// ───────────────────────────── math ─────────────────────────────	COMMENT
MEDIUM	tools/motion-reel/reel.js	75	// ───────────────────────────── dom helpers ─────────────────────────────	COMMENT
MEDIUM	tools/motion-reel/reel.js	206	// ════════════════════════════ SCENE 1 — IGNITION (0 → 1.875) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	340	// ════════════════════════════ SCENE 2 — SERVICES STROBE (1.875 → 3.75) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	579	// ════════════════════════════ SCENE 3+4 — ONE PLACE → BOARD (3.75 → 7.5) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	1033	// ════════════════════════════ SCENE 5 — LIVE DATA (7.5 → 9.375) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	1243	// ════════════════════════════ SCENE 6 — 87 INTEGRATIONS RING (9.375 → 11.25) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	1349	// ════════════════════════════ SCENE 7 — FEATURE BENTO (11.25 → 13.125) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	1548	// ════════════════════════════ 3D — three.js rigs from origin/feat/3d-logo-lab ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	1815	// ════════════════════════════ SCENE 8 — NOW IN v2 (13.125 → 15) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	1901	// ════════════════════════════ SCENE 9 — CUSTOM WIDGETS v2 (15 → 16.875) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	2040	// ════════════════════════════ SCENE 10 — WORKSHOP (16.875 → 18.75) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	2234	// ════════════════════════════ SCENE 11 — ASSISTANT (18.75 → 20.625) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	2365	// ════════════════════════════ SCENE FD-A — THE FRONT DOOR: one new endpoint, as a diagram (2 bars) ═════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	2857	// ════════════════════════════ SCENE FD-B — THE FRONT DOOR, LIVE: one prompt, seven services (2 bars) ═══════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	3019	// ════════════════════════════ SCENE 12 — BOARD EDITING, REBUILT (28.125 → 30) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	3216	// ════════════════════════════ SCENE 13 — SETUP STUDIO + DOCKER (30 → 31.875) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	3314	// ════════════════════════════ SCENE 14 — +31 INTEGRATIONS & STATISTICS (31.875 → 33.75) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	3453	// ════════════════════════════ SCENE 15 — ALSO IN v2 (33.75 → 35.625) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	3538	// ════════════════════════════ SCENE 16 — END CARD, 3D wordmark (35.625 → 37.5) ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/reel.js	3680	// ════════════════════════════ overlays: fx particles, vignette, grain ════════════════════════════	COMMENT
MEDIUM	tools/motion-reel/synth.py	87	# ─────────────────────────── instruments ───────────────────────────	COMMENT
MEDIUM	tools/motion-reel/score.py	95	# ─────────────────────────── MUSIC ───────────────────────────	COMMENT
MEDIUM	tools/motion-reel/score.py	171	# ─────────────────────────── SFX, original reel (reel-time authored) ───────────────────────────	COMMENT
MEDIUM	tools/motion-reel/score.py	253	# ─────────────────────────── SFX, v2 ───────────────────────────	COMMENT
MEDIUM	tools/motion-reel/score.py	386	# ─────────────────────────── reverb + master ───────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	15	// ─── module mocks ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	60	// ─── helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	125	// ─── getSummaryAsync ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	287	// ─── enableAsync ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	331	// ─── disableAsync ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	371	// ─── token acquisition ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	471	// ─── version-specific request format ─────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	543	// ─── withTokenRetryAsync ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	645	// ─── login URL format ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	684	// ─── auth mechanism per version ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium-unit.spec.ts	748	// ─── testingAsync (session cleanup) ──────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	16	// ─── module mocks ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	52	// ─── version matrix ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	72	// ─── helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	111	// ─── parallel container pool ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	145	// ─── version-parameterised suites ────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	161	// ── factory ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	174	// ── getSummaryAsync ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	211	// ── session caching ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	244	// ── blocking state changes ─────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/technitium.spec.ts	301	// ── testConnectionAsync ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/glances-unit.spec.ts	10	// ─── module mocks ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/glances-unit.spec.ts	45	// ─── helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/integrations/test/glances-unit.spec.ts	170	// ─── tests ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ckages/integrations/src/technitium/technitium-types.ts	40	// ─── pure utilities ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ckages/integrations/src/technitium/technitium-types.ts	59	// ─── Zod schemas ─────────────────────────────────────────────────────────────	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/api/src/router/onboard/onboard-router.ts	542	const parsedName = onboardingCompleteSetupSchema.shape.board.shape.name.safeParse(normalizedLabelBoardName);	CODE
CRITICAL	packages/widgets/src/stats/component.tsx	114	const result = await utils.client.widget.stats.refresh.mutate({ integrationId, force });	CODE

Magic Placeholder Names4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	packages/onboarding/src/setup-studio.tsx	1765	headers: { ApiKey: apiKey ?? "<your-api-key>" },	CODE
HIGH	…cale]/manage/tools/api/components/mcp-instructions.tsx	103	ApiKey: "<your-api-key>",	CODE
HIGH	…cale]/manage/tools/api/components/mcp-instructions.tsx	117	args: ["-y", "mcp-remote", mcpUrl, "--header", "ApiKey:<your-api-key>"],	CODE
HIGH	…cale]/manage/tools/api/components/mcp-instructions.tsx	125	const testCommand = `curl -s -X POST -H "Content-Type: application/json" -H "Accept: application/json" -H "ApiKey: <yo	CODE

AI Slop Vocabulary6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	…stom-widgets/src/core/component-catalog.generated.json	1	{"schemaVersion":1,"mantineVersion":"9.6.0","customWidgetVersion":"2.0.0","types":["\"\" \| \"anonymous\" \| \"use-credent	CODE
MEDIUM⚡	…stom-widgets/src/core/component-catalog.generated.json	1	{"schemaVersion":1,"mantineVersion":"9.6.0","customWidgetVersion":"2.0.0","types":["\"\" \| \"anonymous\" \| \"use-credent	CODE
MEDIUM⚡	…stom-widgets/src/core/component-catalog.generated.json	1	{"schemaVersion":1,"mantineVersion":"9.6.0","customWidgetVersion":"2.0.0","types":["\"\" \| \"anonymous\" \| \"use-credent	CODE
MEDIUM⚡	…s/docs/public/custom-widgets/component-catalog-v1.json	1	{"schemaVersion":1,"mantineVersion":"9.6.0","customWidgetVersion":"2.0.0","types":["\"\" \| \"anonymous\" \| \"use-credent	CODE
MEDIUM⚡	…s/docs/public/custom-widgets/component-catalog-v1.json	1	{"schemaVersion":1,"mantineVersion":"9.6.0","customWidgetVersion":"2.0.0","types":["\"\" \| \"anonymous\" \| \"use-credent	CODE
MEDIUM⚡	…s/docs/public/custom-widgets/component-catalog-v1.json	1	{"schemaVersion":1,"mantineVersion":"9.6.0","customWidgetVersion":"2.0.0","types":["\"\" \| \"anonymous\" \| \"use-credent	CODE

Synthetic Comment Markers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	AGENTS.md	111	- Contributors must not use the `homarr-triage` skill or its `> _This was generated by AI during triage._` disclaimer; d	CODE
HIGH	.agents/skills/homarr-triage/SKILL.md	85	> _This was generated by AI during triage._	CODE
HIGH	.agents/skills/homarr-triage/references/delivery.md	22	> _This was generated by AI during triage._	CODE

Slop Phrases2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	.vscode/i18n-ally-custom-framework.yml	13	# To help with this, you can use https://www.freeformatter.com/json-escape.html	COMMENT
MEDIUM	.vscode/i18n-ally-custom-framework.yml	24	# To help with this, you can use https://www.freeformatter.com/json-escape.html	COMMENT

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	scripts/entrypoint.sh	1	#!/bin/sh	COMMENT
LOW	packages/integrations/src/umami/umami-integration.ts	101	// dashboard share one Redis cache entry per (integration, website, timeFrame)	COMMENT
LOW	…ckages/integrations/src/glances/glances-integration.ts	141	}	COMMENT
LOW	packages/api/src/router/test/board.spec.ts	2601	// efffffccdd	COMMENT
LOW	.vscode/i18n-ally-custom-framework.yml	21	# and works like how the i18next framework identifies the namespace scope from the	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	apps/workshop/homarr_provider.go	490	// Retention and data collection policies are managed by OpenRouter guardrails.	COMMENT

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tools/motion-reel/synth.py	4		CODE

homarr-labs/homarr

Open-Source Code Quality, Security and Technical Debt Review