1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-16

Last Push

4.1K

Stars

TypeScript

Language

151.3K

Lines of Code

543

Files

236

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 7.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 216 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 10 finding(s).

Agent Over-Engineering Ratio 7.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 216 finding(s).

PR Review Velocity Impact 8.4/100 · LOW

Which changes need focused human review? 236 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 10LOW 225

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 236 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 Identifiers206 hits · 203 pts

Severity	File	Line	Snippet	Context
LOW	resources/preload.js	263	function replayPendingPluginEnterIfNeeded() {	CODE
LOW	tests/e2e/private-sync.spec.ts	563	async function waitForSettingsSelectorHidden(	CODE
LOW	tests/e2e/private-sync.spec.ts	584	async function waitForSettingsDialogStable(electronApp: ElectronApplication): Promise<void> {	CODE
LOW	tests/e2e/internal-api-permissions.spec.ts	902	async function waitForSettingsSelectorHidden(	CODE
LOW	…ugins/setting/src/composables/useNotificationCenter.ts	288	async function isOfficialAccountLoggedIn(): Promise<boolean> {	CODE
LOW	…al-plugins/setting/src/composables/useZToolsAccount.ts	48	export async function promptDefaultDataImportAfterLogin(	CODE
LOW	…ins/setting/src/composables/usePluginCommandActions.ts	294	function buildPluginAliasDraftTarget(	CODE
LOW	internal-plugins/setting/src/utils/pluginUpgrade.ts	37	export async function upgradeInstalledPluginFromMarket(	CODE
LOW	…ting/src/components/common/HotkeyInput/HotkeyInput.vue	177	function handleEscapeWhileRecording(_event: KeyboardEvent): boolean {	CODE
LOW	…ing/src/components/common/shared/useOverlayPosition.ts	184	export function resolveAutoAdjustedPlacement(	CODE
LOW	…rc/components/common/ShortcutEditor/ShortcutEditor.vue	136	function resolveShortcutTargetOption(	CODE
LOW	…lugins/setting/src/components/common/Select/Select.vue	479	function handleDocumentPointerDown(event: PointerEvent): void {	CODE
LOW	…n/MatchCommandDetailDialog/MatchCommandDetailDialog.ts	115	async function toggleSelectedMatchCommandDisabled(): Promise<void> {	CODE
LOW	…lugins/setting/src/events/codeEvent/ZtoolsCodeEvent.ts	91	export function addZtoolsCodeEventListener(	CODE
LOW	…lugins/setting/src/events/codeEvent/ZtoolsCodeEvent.ts	106	export function initZtoolsBaseEventHandler(options: InitBaseEventHandlerOptions = {}): void {	CODE
LOW	…g/src/views/PluginMarketSetting/PluginMarketSetting.ts	25	export function jumpFunctionPluginMarketSetting(config: PluginMarketSettingJumpFunction): void {	CODE
LOW	…-plugins/setting/src/views/SyncSetting/SyncSetting.vue	188	async function handleDeploymentModeChange(mode: DeploymentMode): Promise<void> {	CODE
LOW	…-plugins/setting/src/views/SyncSetting/SyncSetting.vue	259	async function handlePrivateConnectionTest(): Promise<void> {	CODE
LOW	…-plugins/setting/src/views/SyncSetting/SyncSetting.vue	394	async function refreshVisibleConflictPanel(): Promise<void> {	CODE
LOW	…/setting/src/views/PluginInstaller/PluginInstaller.vue	67	function handleSecurityDialogEscape(_event: KeyboardEvent): boolean {	CODE
LOW	…s/setting/src/views/PluginInstaller/PluginInstaller.ts	14	export function jumpFunctionPluginInstaller(config: PluginInstallerJumpFunction): void {	CODE
LOW	…lugins/setting/src/views/AboutSetting/AboutSetting.vue	98	async function handleAutoCheckUpdateChange(): Promise<void> {	CODE
LOW	…lugins/setting/src/views/AboutSetting/AboutSetting.vue	134	function handleUpdateOptionsKeydown(event: KeyboardEvent): void {	CODE
LOW	…lugins/setting/src/views/AboutSetting/AboutSetting.vue	144	async function handleReceiveBetaUpdatesChange(): Promise<void> {	CODE
LOW	…etting/src/views/ShortcutsSetting/ShortcutsSetting.vue	270	function handleAliasDialogAfterEnter(): void {	CODE
LOW	…etting/src/views/ShortcutsSetting/ShortcutsSetting.vue	368	async function loadBuiltInShortcutSettings(): Promise<void> {	CODE
LOW	…etting/src/views/ShortcutsSetting/ShortcutsSetting.vue	568	async function handleToggleBuiltInShortcut(	CODE
LOW	…etting/src/views/ShortcutsSetting/ShortcutsSetting.vue	589	function handleBuiltInToggleChange(key: BuiltInShortcutKey, event: Event): void {	CODE
LOW	…setting/src/views/ShortcutsSetting/ShortcutsSetting.ts	11	export function normalizeShortcutTargetValue(value: string): string {	CODE
LOW	…setting/src/views/ShortcutsSetting/ShortcutsSetting.ts	43	export function buildShortcutTargetCandidates(target: {	CODE
LOW	…setting/src/views/ShortcutsSetting/ShortcutsSetting.ts	134	export function jumpFunctionShortcutsSetting(config: ShortcutsSettingJumpFunction): void {	CODE
LOW	…ins/setting/src/views/PluginsSetting/PluginsSetting.ts	17	export function jumpFunctionPluginsSetting(config: PluginsSettingJumpFunction): void {	CODE
LOW	…ns/setting/src/views/PluginsSetting/PluginsSetting.vue	264	function handleUpgradeDownloadProgress(	CODE
LOW	…ns/setting/src/views/PluginsSetting/PluginsSetting.vue	452	async function handleUninstallFromDetail(	CODE
LOW	…ns/setting/src/views/PluginsSetting/PluginsSetting.vue	601	async function handleTogglePluginDisabled(plugin: any, disabled: boolean): Promise<void> {	CODE
LOW	…-plugins/setting/src/views/DataSetting/DataSetting.vue	269	async function handleAccountStorageChanged(): Promise<void> {	CODE
LOW	…ng/src/views/NotificationCenter/NotificationCenter.vue	92	async function executeNotificationAction(item: NotificationItem): Promise<void> {	CODE
LOW	…ing/src/views/LocalLaunchSetting/LocalLaunchSetting.ts	11	export function jumpLocalLaunchSettingJumpFunction(config: LocalLaunchSettingJumpFunction): void {	CODE
LOW	…/setting/src/views/AiModelsSetting/AiModelsSetting.vue	285	function officialModelSupportsModality(model: OfficialAiModel, modality: AiInputModality): boolean {	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	281	function temperatureCapabilityMode(modelId: string): TemperatureCapabilityMode {	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	303	function setTemperatureCapabilityMode(modelId: string, mode: TemperatureCapabilityMode): void {	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	379	function setReasoningCapabilityMode(modelId: string, mode: ReasoningCapabilityMode): void {	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	405	function supportedReasoningEfforts(modelId: string): AiReasoningEffort[] {	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	429	function setReasoningResponseField(modelId: string, responseField: AiReasoningResponseField): void {	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	440	function setDefaultReasoningEffort(modelId: string, effort: AiReasoningEffort): void {	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	454	function toggleSupportedReasoningEffort(	CODE
LOW	…delsSetting/components/AiModelEditor/AiModelEditor.vue	530	function validateTemperatureConfigs(): string {	CODE
LOW	…ng/src/views/AllCommandsSetting/AllCommandsSetting.vue	139	function isDirectAppCommandDisabled(cmd: Command): boolean {	CODE
LOW	…ng/src/views/AllCommandsSetting/AllCommandsSetting.vue	145	async function toggleDirectAppCommandDisabled(cmd: Command): Promise<void> {	CODE
LOW	…ng/src/views/AllCommandsSetting/AllCommandsSetting.vue	348	function getFilteredSystemCommandsForSource(source: Source): Command[] {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	378	function handleQuickActionsClickOutside(): void {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	411	async function handleCompactMainWindowHeaderChange(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	427	async function handleWindowDefaultHeightChange(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	455	async function handleClipboardRetentionDaysChange(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	472	async function resetClipboardRetentionDays(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	570	async function handleAutoBackToSearchChange(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	589	async function handleHideMainWindowOnPluginEscChange(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	608	async function handleWindowPositionStrategyChange(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	630	async function handleShowRecentInSearchChange(): Promise<void> {	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	642	async function handleShowMatchRecommendationChange(): Promise<void> {	CODE
146 more matches not shown…

Decorative Section Separators10 hits · 30 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/main/core/zbrowser/zbrowserExecutor.ts	174	// ─────────────────── 操作方法 ───────────────────	COMMENT
MEDIUM	src/main/core/zbrowser/zbrowserExecutor.ts	952	// ─────────────────── Cookie 操作 ───────────────────	COMMENT
MEDIUM	src/main/core/zbrowser/zbrowserExecutor.ts	1035	// ─────────────────── 运行入口 ───────────────────	COMMENT
MEDIUM	src/main/core/zbrowser/zbrowserExecutor.ts	1129	// ─────────────────── 私有方法 ───────────────────	COMMENT
MEDIUM	src/main/api/renderer/pluginInstaller.ts	61	// ━━━ Types ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM	src/main/api/renderer/pluginInstaller.ts	88	// ━━━ PluginInstallerAPI ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM	src/main/api/renderer/pluginInstaller.ts	665	// ━━━ Private ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM	src/main/api/renderer/pluginMarket.ts	11	// ━━━ Types ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM	src/main/api/renderer/pluginMarket.ts	190	// ━━━ Constants ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT
MEDIUM	src/main/api/renderer/pluginMarket.ts	201	// ━━━ PluginMarketAPI ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/main/windowManagerMacActivation.test.ts	293	mainWindow.webContents.send.mock.calls.filter(	CODE

Verbosity Indicators5 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	scripts/sync-api-types.js	72	// Step 1: 克隆或更新 uTools 仓库	COMMENT
LOW⚡	scripts/sync-api-types.js	89	// Step 2: 创建目标目录	COMMENT
LOW⚡	scripts/sync-api-types.js	94	// Step 3: 复制并转换文件	COMMENT
LOW	scripts/sync-api-types.js	126	// Step 4: 创建/更新 ZTools 特定文件	COMMENT
LOW	scripts/sync-api-types.js	255	// Step 5: 完成	COMMENT

Structural Annotation Overuse5 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	scripts/sync-api-types.js	72	// Step 1: 克隆或更新 uTools 仓库	COMMENT
LOW⚡	scripts/sync-api-types.js	89	// Step 2: 创建目标目录	COMMENT
LOW⚡	scripts/sync-api-types.js	94	// Step 3: 复制并转换文件	COMMENT
LOW	scripts/sync-api-types.js	126	// Step 4: 创建/更新 ZTools 特定文件	COMMENT
LOW	scripts/sync-api-types.js	255	// Step 5: 完成	COMMENT

Fake / Example Data9 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	tests/main/storage3.test.ts	134	manager.switchAccount('user@example.com')	CODE
LOW	tests/main/storage3.test.ts	137	expect(fs.existsSync(path.join(layout.accountsRoot, hashAccountId('user@example.com')))).toBe(	CODE
LOW	…ns/setting/src/views/GeneralSetting/GeneralSetting.vue	1835	v-model="placeholder"	CODE
LOW	src/main/core/afdianPayment.ts	110	input.getAttribute('placeholder') \|\| ''	CODE
LOW	src/main/core/afdianPayment.ts	188	/验证码\|verification code/i.test(input.getAttribute('placeholder') \|\| '')	CODE
LOW	src/main/core/afdianPayment.ts	243	/验证码\|verification code/i.test(input.getAttribute('placeholder') \|\| '')	CODE
LOW	src/main/core/afdianPayment.ts	270	input.getAttribute('placeholder') \|\| ''	CODE
LOW	src/main/core/afdianPayment.ts	319	input.getAttribute('placeholder') \|\| ''	CODE
LOW	src/main/core/afdianPayment.ts	323	/验证码\|verification code/i.test(input.getAttribute('placeholder') \|\| '') \|\| visibleInputs.indexOf(input) === 1	CODE

ZToolsCenter/ZTools

Open-Source Code Quality, Security and Technical Debt Review