3.0

Adjusted Signal

3.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

15.9K

Stars

TypeScript

Language

358.4K

Lines of Code

1.7K

Files

791

Pattern Hits

2026-10-31

Scan Date

0.02

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 9.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 716 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.7/100 · LOW

Are imports declared and package/API names verified? 75 finding(s).

Agent Over-Engineering Ratio 9.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 712 finding(s).

PR Review Velocity Impact 13.5/100 · LOW

Which changes need focused human review? 791 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 25HIGH 4MEDIUM 0LOW 762

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 791 distinct pattern matches across 5 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 Identifiers712 hits · 734 pts

Severity	File	Line	Snippet	Context
LOW	tests/setupWindow.ts	14	function reportProcessEnvReplacement(): void {	CODE
LOW	tests/__mocks__/obsidian.ts	741	export function setObsidianActiveDocument(document?: Document): void {	CODE
LOW	tests/__mocks__/claude-agent-sdk.ts	162	export function setMockSupportedCommandsImplementation(	CODE
LOW	tests/__mocks__/claude-agent-sdk.ts	201	export function setMockInitializationResult(implementation: () => Promise<SDKControlInitializeResponse>): void {	CODE
LOW	tests/__mocks__/claude-agent-sdk.ts	337	export function createScriptedPersistentQuery(	CODE
LOW	tests/__mocks__/claude-agent-sdk.ts	361	export function createFailingPersistentQuery(	CODE
LOW	tests/__mocks__/claude-agent-sdk.ts	385	export function createPromptDrivenPersistentQuery(	CODE
LOW	tests/__mocks__/claude-agent-sdk.ts	450	export function createThrowingPersistentQuery(error: Error): ReturnType<	CODE
LOW	tests/__mocks__/claude-agent-sdk.ts	460	export function createIdlePersistentQuery(): ReturnType<	CODE
LOW	…p/conversations/ConversationRepository.history.test.ts	66	function createOpencodeHistoryService(readMessages: (route: string) => Promise<unknown[]>): OpencodeConversationHistoryS	CODE
LOW	…laude/execution/ClaudeExecutionEventNormalizer.test.ts	189	function expectAuthenticationOverrideGuidance(message: string): void {	CODE
LOW	…nit/providers/codex/runtime/CodexBinaryLocator.test.ts	27	function restoreEnvironmentVariable(	CODE
LOW	…nit/providers/codex/runtime/CodexBinaryLocator.test.ts	38	function createCompleteWindowsCodexRuntime(dir: string): string {	CODE
LOW	tests/integration/main.test.ts	179	function getConversationPersistence(	CODE
LOW	tests/integration/main.test.ts	1309	async function prepareHeldHistoryRelease() {	CODE
LOW	tests/integration/main.test.ts	3723	async function detachedLinkedContentSession() {	CODE
LOW	…sts/integration/app/startup/ApplicationStartup.test.ts	81	async function loadApplicationWithMetadata(): Promise<ApplicationDomains> {	CODE
LOW	…viders/claude/execution/ClaudeExecutionBackend.test.ts	3677	function applyProviderStateProjection(	CODE
LOW	…codex/execution/CodexExecutionBackend.protocol.test.ts	255	function expectPendingForkOwnership(	CODE
LOW	…codex/execution/CodexExecutionBackend.protocol.test.ts	275	function expectPendingForkOwnershipEvent(	CODE
LOW	…codex/execution/CodexExecutionBackend.protocol.test.ts	2244	function countTranscriptRootProbes(): number {	CODE
LOW	…rs/deepseek/execution/DeepSeekExecutionBackend.test.ts	633	async function queueBehindFailedAutomaticTurn(): Promise<{ run: ReturnType<ProviderExecutionSession['execute']>; events:	CODE
LOW	…runtime/GrokModelCatalogCoordinator.concurrent.test.ts	87	function deferNextConditionalMutation(host: ProviderHost): {	CODE
LOW	…runtime/GrokModelCatalogCoordinator.concurrent.test.ts	119	function deferConditionalMutations(host: ProviderHost, count: number): {	CODE
LOW	…/integration/providers/pi/runtime/PiSubprocess.test.ts	526	function createWindowsCommandTarget(commandPath: string, targetPath: string): string {	CODE
LOW	…oviders/pi/execution/PiExecutionBackend.kernel.test.ts	220	function createConversationHistory(prefix: string) {	CODE
LOW	…n/providers/pi/history/PiRetiredBindingRestore.test.ts	79	async function treeBranchesOfEditedPrompt(repository: ConversationRepository, id: string) {	CODE
LOW	…iders/opencode/metadata/OpencodeHTTPMetadataFixture.ts	43	export function createOpencodeHTTPMetadataFixture(): OpencodeHTTPMetadataFixture {	CODE
LOW	…tegration/features/chat/tabs/TabRuntimeFactory.test.ts	150	function expectTabManagerMetadataReleased(manager: TabManager, tabId: string): void {	CODE
LOW	…tegration/features/chat/tabs/TabRuntimeFactory.test.ts	156	function createTrackedTabContainer(): {	CODE
LOW	…tegration/features/chat/tabs/TabRuntimeFactory.test.ts	679	async function startLaterTurnUnderQuestion() {	CODE
LOW	…atures/chat/side-chat/SideChatInteractions.dom.test.ts	200	async function startLaterTurnUnderQuestion() {	CODE
LOW	…ures/chat/composer/PromptHistoryNavigation.dom.test.ts	137	function accessibilityFingerprints(result: Awaited<ReturnType<typeof axe>>): string[] {	CODE
LOW	…/conversation/ConversationController.branching.test.ts	12	async function createConversationControllerDeps(...args: Parameters<typeof createBaseDeps>) {	CODE
LOW	tests/helpers/ChatInputHarness.ts	54	export function requestedUserMessageStarted(	CODE
LOW	tests/helpers/providerRuntimeHost.ts	25	export async function createProviderHostFixture(options: ProviderHostFixtureOptions = {}) {	CODE
LOW	tests/helpers/providerModelCatalogs.ts	28	export function assertCatalogModelAvailable(	CODE
LOW	tests/helpers/sdkMessages.ts	140	export function buildCompactBoundaryMessage(	CODE
LOW	tests/helpers/sdkMessages.ts	193	export function buildResultSuccessMessage(	CODE
LOW	tests/helpers/ChatExecutionHarness.ts	272	export function createExecutionPersistence(): Mocked<ChatExecutionPersistence> {	CODE
LOW	tests/helpers/core/fsWriteFaults.ts	27	export function createFsPromisesWithWriteFaults(): typeof FsPromises {	CODE
LOW	tests/helpers/providers/grokHistory.ts	24	export function resolveGrokPromptIndexAfterAssistant(	CODE
LOW	tests/helpers/providers/codex/CodexWorkspaceHarness.ts	9	export async function createCodexWorkspaceHarness(config: Record<string, unknown> = {}, options: Pick<ProviderHostFixtur	CODE
LOW	…ts/helpers/providers/opencode/OpencodeKernelFixture.ts	6	export function createOpencodeKernelLease(databasePath: string \| null = null) {	CODE
LOW	…elpers/providers/opencode/FakeOpencodeHistoryServer.ts	18	export function writeFakeOpencodeHistoryCLI(directory: string): string {	CODE
LOW	…ers/providers/opencode/OpencodeHTTPExecutionFixture.ts	33	function releaseSteeringEventsOnAdmission(): void {	CODE
LOW	…s/helpers/features/chat/ProviderRecoveryTestHarness.ts	39	export function createProviderRecoveryTestHarness(	CODE
LOW	tests/helpers/features/chat/SessionEventsHarness.ts	42	function canAcceptTabBackgroundWork(tab: AssembledTabRuntime): boolean {	CODE
LOW	tests/helpers/features/chat/ProviderForkTestHarness.ts	21	export async function createForkTestEnvironment() {	CODE
LOW	…helpers/features/chat/ConversationControllerFixture.ts	19	export async function createConversationControllerDeps(	CODE
LOW	…s/helpers/features/inline-edit/InlineEditDOMHarness.ts	21	export async function disposeInlineEditHarnesses(): Promise<void> {	CODE
LOW	…s/helpers/features/inline-edit/InlineEditDOMHarness.ts	54	export function registerFakeInlineEditProvider(	CODE
LOW	tests/helpers/dom/animationFrames.ts	8	export function useNextTaskAnimationFrames(target: Window = window): () => void {	CODE
LOW	scripts/desktopRuntimeAliases.js	4	function createDesktopRuntimeAliases() {	CODE
LOW	scripts/rendererSafeUnref.js	89	function patchRendererUnsafeUnrefSites(contents) {	CODE
LOW	scripts/rendererSafeUnref.js	116	function findUnsafeTimerUnrefSites(contents) {	CODE
LOW	scripts/rendererSafeUnref.js	120	function findUnsafeTimerUnrefRanges(contents) {	CODE
LOW	scripts/compressedStaticAssets.js	21	function createCompressedStaticAssetsPlugin({ root = process.cwd() } = {}) {	CODE
LOW	src/core/tools/toolProviderPayload.ts	3	export function normalizeToolProviderPayload(value: unknown): ToolProviderPayload \| null {	CODE
LOW	src/core/tools/toolInput.ts	50	function parseAnswersFromJSONObject(resultText: string): AskUserAnswers \| undefined {	CODE
652 more matches not shown…

Hallucination Indicators25 hits · 275 pts

Severity	File	Line	Snippet	Context
CRITICAL	…/unit/app/conversations/ConversationRepository.test.ts	279	const persisted = firstRun.persistence.saveMetadata.mock.calls.at(-1)?.[0];	CODE
CRITICAL	…/unit/app/conversations/ConversationRepository.test.ts	352	const persisted = firstRun.persistence.saveMetadata.mock.calls.at(-1)?.[0];	CODE
CRITICAL	…atures/chat/execution/ChatExecutionCoordinator.test.ts	1726	.toBeLessThan(harness.repository.releaseExecutionBinding.mock.invocationCallOrder.at(-1)!);	CODE
CRITICAL	tests/integration/main.test.ts	1811	const writeCall = mockApp.vault.adapter.write.mock.calls.find(	CODE
CRITICAL	tests/integration/main.test.ts	2430	expect(mockApp.vault.adapter.write.mock.calls.filter(	CODE
CRITICAL	tests/integration/main.test.ts	3745	const listener = mockApp.vault.on.mock.calls.find((call: unknown[]) => call[0] === 'create')![1];	CODE
CRITICAL	tests/integration/main.test.ts	3878	const createListener = mockApp.vault.on.mock.calls.find(	CODE
CRITICAL	…sts/integration/app/startup/ApplicationStartup.test.ts	369	const sessionWrite = mockApp.vault.adapter.write.mock.calls.find(	CODE
CRITICAL	…/integration/features/chat/tabs/TabManager.dom.test.ts	247	expect([preview.controllers.drafts.capture('main').content, preview.session.runtime.model.linkedContentController.ge	CODE
CRITICAL	…/integration/features/chat/tabs/TabManager.dom.test.ts	254	expect([restored.controllers.drafts.capture('main').content, restored.session.runtime.model.linkedContentController.	CODE
CRITICAL	tests/integration/features/chat/tabs/ViewerSlot.test.ts	352	expect(draft.session.runtime.model.linkedContentController.getSnapshot()).toEqual({ mode: 'explicit-draft', path:	CODE
CRITICAL	tests/integration/features/chat/tabs/ViewerSlot.test.ts	629	const pending = tab.session.runtime.model.inlinePrompts.requestApproval('waiting', 'Read', {}, 'Read note', undefine	CODE
CRITICAL	tests/integration/features/chat/tabs/TabManager.test.ts	773	tab.session.runtime.model.linkedContentController.beginSubmission(), { providerId: 'claude' },	CODE
CRITICAL	…ures/chat/composer/PromptHistoryNavigation.dom.test.ts	614	expect(view.tab.dom.inputWrapper.classList.contains('claudian-input-side-chat-preview')).toBe(true);	CODE
CRITICAL	…ures/chat/composer/PromptHistoryNavigation.dom.test.ts	619	expect(view.tab.dom.inputWrapper.classList.contains('claudian-input-side-chat-preview')).toBe(false);	CODE
CRITICAL⚡	tests/integration/features/chat/zen/ZenMode.dom.test.ts	1734	expect(fixture.workspace.revealLeaf.mock.calls.at(-1)?.[0] === second.leaf).toBe(true);	CODE
CRITICAL⚡	tests/integration/features/chat/zen/ZenMode.dom.test.ts	1742	expect(fixture.workspace.revealLeaf.mock.calls.at(-1)?.[0] === fixture.leaf).toBe(true);	CODE
CRITICAL⚡	tests/integration/features/chat/zen/ZenMode.dom.test.ts	1746	expect(fixture.workspace.revealLeaf.mock.calls.at(-1)?.[0] === fixture.leaf).toBe(true);	CODE
CRITICAL⚡	tests/integration/features/chat/zen/ZenMode.dom.test.ts	1750	expect(fixture.workspace.revealLeaf.mock.calls.at(-1)?.[0] === fixture.leaf).toBe(true);	CODE
CRITICAL⚡	tests/integration/features/chat/zen/ZenMode.dom.test.ts	1760	expect(fixture.workspace.revealLeaf.mock.calls.at(-1)?.[0] === deferredLeaf).toBe(true);	CODE
CRITICAL	…egration/features/chat/turns/MainTurnExecution.test.ts	426	expect(fixture.plugin.updateConversation.mock.calls.at(-1)?.[1].messages).toEqual(fixture.state.messages);	CODE
CRITICAL	…egration/features/chat/turns/MainTurnExecution.test.ts	561	expect(fixture.plugin.updateConversation.mock.calls.at(-1)?.[1].messages).toMatchObject([	CODE
CRITICAL	src/features/chat/session-manager/SessionSidebar.ts	80	this.themeEvent = this.deps.plugin.app.workspace.on('css-change', () => this.syncThemeBackground());	CODE
CRITICAL	src/features/chat/session-manager/SessionSidebar.ts	154	this.deps.plugin.app.workspace.offref(this.themeEvent);	CODE
CRITICAL	src/features/chat/session-manager/SessionSidebar.ts	539	const target = this.deps.plugin.app.vault.getAbstractFileByPath(contentPath);	CODE

Fake / Example Data46 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	…viders/deepseek/ui/DeepSeekSettingsTab.wsl.dom.test.ts	55	expect(cli).toHaveProperty('placeholder', '%LOCALAPPDATA%\\Programs\\DeepSeek Harness');	CODE
LOW	…viders/deepseek/ui/DeepSeekSettingsTab.wsl.dom.test.ts	61	expect(cli).toHaveProperty('placeholder', 'dsh');	CODE
LOW	…res/chat/session-manager/SessionManagerSurface.test.ts	237	expect(input.getAttribute('placeholder')).toBe('Search sessions');	CODE
LOW	…shared/settings/EnvironmentSettingsSection.dom.test.ts	224	error: new Error('post-commit apply rejected after persistence for TOKEN=fake-token-value at /fake/private/path'),	CODE
LOW	…shared/settings/EnvironmentSettingsSection.dom.test.ts	262	expect(renderedText).not.toContain('fake-token-value');	CODE
LOW	src/features/chat/interactions/InlineAskUserQuestion.ts	342	inputEl.setAttribute('placeholder', q.isSecret ? t('chat.questions.secret') : t('chat.questions.customAnswer'));	CODE
LOW	src/i18n/locales/ja.json	69	"placeholder": "サイドチャットで続けて質問",	CODE
LOW	src/i18n/locales/ja.json	100	"placeholder": "変更を依頼、@でファイルを指定、/コマンドを実行",	CODE
LOW	src/i18n/locales/ja.json	533	"placeholder": "エイリアス",	CODE
LOW	src/i18n/locales/ja.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/de.json	69	"placeholder": "Im Nebenchat nachfragen",	CODE
LOW	src/i18n/locales/de.json	100	"placeholder": "Änderungen anfragen, Dateien mit @ erwähnen, /Befehle ausführen",	CODE
LOW	src/i18n/locales/de.json	533	"placeholder": "Aliasname",	CODE
LOW	src/i18n/locales/de.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/ru.json	69	"placeholder": "Задайте уточняющий вопрос в побочном чате",	CODE
LOW	src/i18n/locales/ru.json	100	"placeholder": "Запросите изменения, укажите файлы через @, выполните /команды",	CODE
LOW	src/i18n/locales/ru.json	533	"placeholder": "Псевдоним",	CODE
LOW	src/i18n/locales/ru.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/zh-CN.json	69	"placeholder": "在侧边对话中继续提问",	CODE
LOW	src/i18n/locales/zh-CN.json	100	"placeholder": "请求修改、@提及文件、运行 /命令",	CODE
LOW	src/i18n/locales/zh-CN.json	533	"placeholder": "别名",	CODE
LOW	src/i18n/locales/zh-CN.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/pt.json	69	"placeholder": "Faça uma pergunta na conversa lateral",	CODE
LOW	src/i18n/locales/pt.json	100	"placeholder": "Peça alterações, mencione arquivos com @, execute /comandos",	CODE
LOW	src/i18n/locales/pt.json	533	"placeholder": "Apelido",	CODE
LOW	src/i18n/locales/pt.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/en.json	69	"placeholder": "Ask a follow-up in the side chat",	CODE
LOW	src/i18n/locales/en.json	100	"placeholder": "Ask to make changes, @mention files, run /commands",	CODE
LOW	src/i18n/locales/en.json	533	"placeholder": "Alias",	CODE
LOW	src/i18n/locales/en.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/fr.json	69	"placeholder": "Poser une question dans la conversation annexe",	CODE
LOW	src/i18n/locales/fr.json	100	"placeholder": "Demandez des modifications, mentionnez des fichiers avec @, lancez des /commandes",	CODE
LOW	src/i18n/locales/fr.json	533	"placeholder": "Alias",	CODE
LOW	src/i18n/locales/fr.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/ko.json	69	"placeholder": "사이드 채팅에서 이어서 질문하세요",	CODE
LOW	src/i18n/locales/ko.json	100	"placeholder": "변경 요청, @로 파일 언급, /명령 실행",	CODE
LOW	src/i18n/locales/ko.json	533	"placeholder": "별칭",	CODE
LOW	src/i18n/locales/ko.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/zh-TW.json	69	"placeholder": "在側邊對話中繼續提問",	CODE
LOW	src/i18n/locales/zh-TW.json	100	"placeholder": "請求修改、@提及檔案、執行 /命令",	CODE
LOW	src/i18n/locales/zh-TW.json	533	"placeholder": "別名",	CODE
LOW	src/i18n/locales/zh-TW.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE
LOW	src/i18n/locales/es.json	69	"placeholder": "Pregunta algo más en el chat lateral",	CODE
LOW	src/i18n/locales/es.json	100	"placeholder": "Pide cambios, menciona archivos con @, ejecuta /comandos",	CODE
LOW	src/i18n/locales/es.json	533	"placeholder": "Alias",	CODE
LOW	src/i18n/locales/es.json	831	"placeholder": "commit\ncompact\nskill:review"	CODE

Cross-Language Confusion (JS/TS)4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	tests/helpers/WSLClaudeFixture.ts	5	print('2.1.99 (Claude Code)')	CODE
HIGH	tests/helpers/WSLClaudeFixture.ts	9	print(json.dumps(value), flush=True)	CODE
HIGH	tests/helpers/WSLClaudeFixture.ts	33	elif message.get('type') == 'user':	CODE
HIGH	tests/helpers/WSLClaudeFixture.ts	40	elif message.get('type') == 'control_response' and message['response'].get('request_id') == 'fixture-mcp':	CODE

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…codex/runtime/notifications/CodexRawToolCallTracker.ts	41	#toolNamesByCallId = new Map<string, string>();	COMMENT
LOW	src/features/chat/side-chat/SideChatController.ts	41		COMMENT
LOW	src/features/chat/side-chat/SideChatRuntime.ts	81	readonly #prompts: SessionInteractions;	COMMENT
LOW	src/features/chat/execution/ChatExecutionCoordinator.ts	221	#conversation: ChatExecutionConversationBinding \| null = null;	COMMENT

YishenTu/claudian

Open-Source Code Quality, Security and Technical Debt Review