0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

20.1K

Stars

Vue

Language

210.1K

Lines of Code

965

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 0.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 23 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.3/100 · LOW

Are imports declared and package/API names verified? 52 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 21 finding(s).

PR Review Velocity Impact 2.8/100 · LOW

Which changes need focused human review? 75 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 5HIGH 0MEDIUM 0LOW 70

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 75 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.

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	apps/server/src/routes/tools/get.ts	9	const tools = (await u.plugins.listTools()).map(tool => ({ ...tool, builtin: req.app.locals.builtinPlugins.tool.has(to	CODE
CRITICAL	apps/server/src/routes/nodes/get.ts	29	builtin: req.app.locals.builtinPlugins.node.has(name),	CODE
CRITICAL	apps/server/src/routes/ext/list.ts	22	builtin: req.app.locals.builtinPlugins.ext.has(name),	CODE
CRITICAL	apps/server/src/routes/agents/get.ts	10	builtin: team.kind === "local" && req.app.locals.builtinPlugins.agent.has(team.name),	CODE
CRITICAL	apps/server/src/routes/skills/get.ts	28	builtin: req.app.locals.builtinPlugins.skill.has(relative(skillsDirectory, skill.filePath).split(sep)[0]),	CODE

Fake / Example Data47 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	packages/i18n/src/transform.ts	9	"title", "label", "placeholder", "aria-label", "alt", "description", "content", "header", "message", "tip",	CODE
LOW	packages/i18n/src/transform.ts	15	"label", "title", "description", "groupLabel", "text", "tooltip", "placeholder", "emptyText", "noDataText", "loadingTe	CODE
LOW	packages/i18n/src/elementPlus/tr.json	98	"placeholder": "Seç"	CODE
LOW	packages/i18n/src/elementPlus/tr.json	109	"placeholder": "Seç",	CODE
LOW	packages/i18n/src/elementPlus/mr.json	98	"placeholder": "निवडा"	CODE
LOW	packages/i18n/src/elementPlus/mr.json	109	"placeholder": "निवडा",	CODE
LOW	packages/i18n/src/elementPlus/zhCn.json	98	"placeholder": "请选择"	CODE
LOW	packages/i18n/src/elementPlus/zhCn.json	109	"placeholder": "请选择",	CODE
LOW	packages/i18n/src/elementPlus/bn.json	98	"placeholder": "নির্বাচন করুন"	CODE
LOW	packages/i18n/src/elementPlus/bn.json	109	"placeholder": "নির্বাচন করুন",	CODE
LOW	packages/i18n/src/elementPlus/ms.json	98	"placeholder": "Pilih"	CODE
LOW	packages/i18n/src/elementPlus/ms.json	109	"placeholder": "Pilih",	CODE
LOW	packages/i18n/src/elementPlus/ja.json	98	"placeholder": "選択してください"	CODE
LOW	packages/i18n/src/elementPlus/ja.json	109	"placeholder": "選択してください",	CODE
LOW	packages/i18n/src/elementPlus/ru.json	98	"placeholder": "Выбрать"	CODE
LOW	packages/i18n/src/elementPlus/ru.json	109	"placeholder": "Выбрать",	CODE
LOW	packages/i18n/src/elementPlus/ta.json	98	"placeholder": "தேர்வு செய்"	CODE
LOW	packages/i18n/src/elementPlus/ta.json	109	"placeholder": "தேர்வு செய்",	CODE
LOW	packages/i18n/src/elementPlus/fil.json	98	"placeholder": "Pumili"	CODE
LOW	packages/i18n/src/elementPlus/fil.json	109	"placeholder": "Pumili",	CODE
LOW	packages/i18n/src/elementPlus/ur.json	98	"placeholder": "منتخب کریں"	CODE
LOW	packages/i18n/src/elementPlus/ur.json	109	"placeholder": "منتخب کریں",	CODE
LOW	packages/i18n/src/elementPlus/en.json	98	"placeholder": "Select"	CODE
LOW	packages/i18n/src/elementPlus/en.json	109	"placeholder": "Select",	CODE
LOW	packages/i18n/src/elementPlus/pa.json	98	"placeholder": "ਚੁਣੋ"	CODE
LOW	packages/i18n/src/elementPlus/pa.json	109	"placeholder": "ਚੁਣੋ",	CODE
LOW	packages/i18n/src/elementPlus/hi.json	98	"placeholder": "चुनें"	CODE
LOW	packages/i18n/src/elementPlus/hi.json	109	"placeholder": "चुनें",	CODE
LOW	packages/i18n/src/elementPlus/ko.json	98	"placeholder": "선택"	CODE
LOW	packages/i18n/src/elementPlus/ko.json	109	"placeholder": "선택",	CODE
LOW	packages/i18n/src/elementPlus/vi.json	98	"placeholder": "Chọn"	CODE
LOW	packages/i18n/src/elementPlus/vi.json	109	"placeholder": "Chọn",	CODE
LOW	packages/i18n/src/elementPlus/fa.json	98	"placeholder": "انتخاب کنید"	CODE
LOW	packages/i18n/src/elementPlus/fa.json	109	"placeholder": "انتخاب کنید",	CODE
LOW	packages/i18n/src/elementPlus/te.json	98	"placeholder": "ఎంచుకోండి"	CODE
LOW	packages/i18n/src/elementPlus/te.json	109	"placeholder": "ఎంచుకోండి",	CODE
LOW	packages/i18n/src/elementPlus/id.json	98	"placeholder": "Pilih"	CODE
LOW	packages/i18n/src/elementPlus/id.json	109	"placeholder": "Pilih",	CODE
LOW	packages/i18n/src/elementPlus/th.json	98	"placeholder": "เลือก"	CODE
LOW	packages/i18n/src/elementPlus/th.json	109	"placeholder": "เลือก",	CODE
LOW	packages/i18n/src/elementPlus/ar.json	98	"placeholder": "إختر"	CODE
LOW	packages/i18n/src/elementPlus/ar.json	109	"placeholder": "إختر",	CODE
LOW	packages/i18n/src/elementPlus/zhTw.json	98	"placeholder": "請選擇"	CODE
LOW	packages/i18n/src/elementPlus/zhTw.json	109	"placeholder": "請選擇",	CODE
LOW	apps/web/src/components/singleAgentDialog.vue	34	<el-input v-model="draft" type="textarea" :rows="3" resize="none" :placeholder="placeholder" :disabled="busy	CODE
LOW	…eb/src/components/settings/panels/general/keyInput.vue	26	<span v-if="recording" class="placeholder">请按快捷键…</span>	CODE
LOW	…eb/src/components/settings/panels/general/keyInput.vue	27	<span v-else-if="!draft" class="placeholder">未绑定</span>	CODE

Hyper-Verbose Identifiers21 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	compat/ohos/browserCompatibility.ts	1	export function installBrowserCompatibility() {	CODE
LOW	packages/nodes/imageNode/src/imageMultiAngle.ts	39	export function getMultiAngleCameraPosition(value: Pick<MultiAngleSettings, "azimuth" \| "elevation" \| "distance">) {	CODE
LOW	packages/providers/src/media/compshare.ts	598	function ensureNoUnsupportedImageOptions(protocol: string, request: ImageRequest): void {	CODE
LOW	packages/asr/src/index.ts	42	function getRecognitionConstructor() {	CODE
LOW	packages/asr/src/index.ts	55	export function isBrowserAudioAsrSupported() {	CODE
LOW	apps/web/src/stores/desktopUpdate.ts	87	export function stopDesktopUpdateObservation() {	CODE
LOW	apps/web/src/stores/desktopUpdate.ts	91	export function registerDesktopAutoUpdate() {	CODE
LOW	…s/web/src/components/settings/panels/general/index.vue	117	function refreshNotificationPermission() {	CODE
LOW	apps/web/src/lib/browserCapabilities.ts	2	export function getMissingBrowserFeatures(): string[] {	CODE
LOW	apps/web/src/lib/notification.ts	6	export function getNotificationPermission(): NotificationPermission \| "unsupported" \| "insecure" {	CODE
LOW	apps/web/src/lib/notification.ts	13	export async function requestNotificationPermission() {	CODE
LOW	apps/web/src/pages/workspace/index.vue	156	function preventSideButtonNavigation(event: MouseEvent) {	CODE
LOW	apps/web/src/pages/workspace/canvasFile.ts	6	export function getCanvasAssetDirectories(nodes: CanvasAssetNode[], retainedNodes: CanvasAssetNode[]) {	CODE
LOW	apps/desktop/src/index.ts	38	async function restoreInstallRegistration(installDirectory: string) {	CODE
LOW	apps/desktop/src/update/windowsUpdater.ts	20	export function confirmWindowsUpdateStartup(resourcesDirectory: string, failed = false) {	CODE
LOW	apps/server/src/utils/mobileLink/index.ts	29	export function initializeMobileLinkRuntime(app: Application) {	CODE
LOW	apps/server/src/utils/singleAgent/index.ts	354	export function assertWorkspaceBrowserAccess(browserSessionId: string) {	CODE
LOW	apps/server/src/utils/media/provider.ts	300	export function validateMediaProviderSource(source: string) {	CODE
LOW	apps/server/src/utils/media/provider.ts	305	export function replaceMediaProviderModels(source: string, models: z.infer<typeof mediaModelsSchema>) {	CODE
LOW	apps/server/src/utils/media/provider.ts	455	export async function refreshMediaProviderModels(fileName: string, revision: string) {	CODE
LOW	apps/server/src/agent/runtime/model.ts	7	export function getAgentModelConfiguration(providerId: string, modelId: string, thinkingLevel?: ThinkingLevel) {	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	compat/ohos/native/nodeHost.cpp	1	#include <node.h>	COMMENT
LOW	compat/ohos/native/runtime.cpp	1	#include <napi/native_api.h>	COMMENT

HBAI-Ltd/Toonflow-app

Open-Source Code Quality, Security and Technical Debt Review