3.1

Adjusted Signal

3.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

13.0K

Stars

TypeScript

Language

336.1K

Lines of Code

1.2K

Files

1.1K

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 12.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 880 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.4/100 · LOW

Are imports declared and package/API names verified? 187 finding(s).

Agent Over-Engineering Ratio 12.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 875 finding(s).

PR Review Velocity Impact 14.9/100 · LOW

Which changes need focused human review? 1067 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 0HIGH 3MEDIUM 1LOW 1063

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 1067 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 Identifiers875 hits · 872 pts

Severity	File	Line	Snippet	Context
LOW	…/app/core/setting/general/system-behavior-settings.tsx	86	async function handleAutostartMinimizedChange(enabled: boolean) {	CODE
LOW	…/general/interface-settings/file-manager-text-size.tsx	16	export function FileManagerTextSizeSettings() {	CODE
LOW	src/app/core/setting/plugins/installed-plugins-tab.tsx	241	function hasReviewedCurrentManifest(plugin: InstalledPlugin, workspaceState?: PluginWorkspaceState): boolean {	CODE
LOW⚡	src/app/core/setting/plugins/plugin-display.ts	111	export function isWorkspacePathPermissionScope(scope: string): boolean {	CODE
LOW⚡	src/app/core/setting/plugins/plugin-display.ts	117	export function isNetworkOriginPermissionScope(scope: string): boolean {	CODE
LOW⚡	src/app/core/setting/plugins/plugin-display.ts	121	export function isSafePluginNetworkOrigin(value: string): boolean {	CODE
LOW	src/app/core/setting/plugins/plugin-display.ts	136	export function normalizeRelativePluginPath(value: string): string {	CODE
LOW	src/app/core/setting/plugins/developer-tab.tsx	117	async function chooseDevelopmentDirectory() {	CODE
LOW	src/app/core/setting/about/updater.tsx	285	async function handleRestoreIgnoredVersion() {	CODE
LOW	src/app/core/setting/rag/settings.tsx	271	async function restoreDefaultExcludedPaths() {	CODE
LOW	src/app/core/setting/components/setting-base.tsx	47	export function MobileSettingActionOutlet() {	CODE
LOW	src/app/core/setting/ai/page.tsx	34	function getPlatformAvatarFallback(config: AiConfig) {	CODE
LOW	src/app/core/setting/ai/page.tsx	40	function getCustomPlatformAvatarStyle(config: AiConfig) {	CODE
LOW	…skills/components/recommended-skill-install-dialog.tsx	36	export function RecommendedSkillInstallDialog({ skill, onClose }: RecommendedSkillInstallDialogProps) {	CODE
LOW	…ore/setting/sync/self-hosted-personal-data-options.tsx	17	export function SelfHostedPersonalDataOptions() {	CODE
LOW	src/app/core/setting/sync/self-hosted-sync.tsx	258	async function acknowledgeExperimentalRisk() {	CODE
LOW	src/app/core/setting/sync/page.tsx	189	async function handleWorkspaceRepoChange(workspacePath: string, repoPlatform: SyncRepoPlatform, repo: string) {	CODE
LOW	src/app/core/setting/sync/page.tsx	287	async function handleExcludeSensitiveConfigChange(checked: boolean) {	CODE
LOW	…ore/setting/sync/components/workspace-repo-mapping.tsx	218	function resolveRepositoryConfirmation(accepted: boolean) {	CODE
LOW	…ore/setting/sync/components/workspace-repo-mapping.tsx	261	function handleRepositoryPickerChange(workspacePath: string, open: boolean) {	CODE
LOW	…ore/setting/sync/components/workspace-repo-mapping.tsx	300	async function resolveDefaultWorkspacePath() {	CODE
LOW	…ore/setting/sync/components/workspace-repo-mapping.tsx	522	function updateCurrentPlatformState(state: SyncStateEnum) {	CODE
LOW	src/app/core/main/chat/chat-send.tsx	62	function resolveRecordedApprovalEvent(event: AgentTraceEvent, records: ConfirmationRecord[]): AgentTraceEvent {	CODE
LOW	src/app/core/main/chat/chat-send.tsx	75	function getLastDisplayableAgentContent(	CODE
LOW	src/app/core/main/chat/streaming-smoother.ts	15	export function getAdaptiveCharsPerSecond(backlog: number): number {	CODE
LOW	src/app/core/main/chat/agent-run-timeline.tsx	148	function hasRecordedQuestionAnswers(event: AgentTraceEvent) {	CODE
LOW	src/app/core/main/chat/prompt-select.tsx	29	async function promptSelectChangeHandler(id: string) {	CODE
LOW	src/app/core/main/chat/agent-session-context.ts	71	export function getContextualArticleSnapshot(articleState: {	CODE
LOW	src/app/core/main/chat/agent-session-context.ts	83	export function buildCanvasSelectionContext(context: CanvasSelectionContext \| null) {	CODE
LOW	src/app/core/main/chat/agent-session-context.ts	164	export async function buildAgentSteeringContext(request: AgentRequestSnapshot, isMobile: boolean) {	CODE
LOW	src/app/core/main/chat/agent-permission-mode.tsx	23	export function AgentPermissionModeSelect() {	CODE
LOW	src/app/core/main/chat/chat-input.tsx	747	function removeLastComposerContext(): boolean {	CODE
LOW	src/app/core/main/chat/chat-input.tsx	896	async function buildAttachmentsFromBrowserFiles(files: File[], source: 'file' \| 'paste', maxCount: number) {	CODE
LOW	src/app/core/main/chat/chat-input.tsx	932	async function buildAttachmentsFromLocalPaths(paths: string[], maxCount: number) {	CODE
LOW	src/app/core/main/chat/agent-approval-actions.ts	8	function getActionableConfirmation(expectedId?: string) {	CODE
LOW	src/app/core/main/chat/agent-approval-actions.ts	23	export function confirmPendingAgentAction(scope: AgentApprovalScope = "once", expectedId?: string) {	CODE
LOW	src/app/core/main/file/file-tree-action-policy.ts	43	export function buildFileTreeSyncStatusMap(tree: DirTree[]) {	CODE
LOW	src/app/core/main/file/file-item.tsx	52	function shouldAutoSyncOnInitialRead(options?: { isNewFile?: boolean }) {	CODE
LOW	src/app/core/main/file/use-markdown-import.ts	22	function markdownNameFromDocumentName(fileName: string) {	CODE
LOW	src/app/core/main/file/use-markdown-import.ts	42	async function copyMarkdownFilesRecursively(	CODE
LOW	src/app/core/main/file/batch-selection-context-menu.tsx	28	export function BatchSelectionContextMenu({	CODE
LOW	src/app/core/main/file/file-more-menu.tsx	223	async function handleUploadKnowledgeBase() {	CODE
LOW	src/app/core/main/file/file-more-menu.tsx	245	async function handleDownloadKnowledgeBase() {	CODE
LOW	src/app/core/main/file/file-tree-model.ts	49	export function filterFileTreeByVisibility(	CODE
LOW	src/app/core/main/file/file-manager.tsx	86	function prioritizeLocalSearchResults(tree: DirTree[]): DirTree[] {	CODE
LOW	src/app/core/main/file/file-manager.tsx	291	function updateSelectionFromPointer(currentX: number, currentY: number) {	CODE
LOW	src/app/core/main/file/file-manager.tsx	418	async function handleDeleteSelectedEntries() {	CODE
LOW	src/app/core/main/file/cloud-library-menu.tsx	142	async function handleUploadKnowledgeBase() {	CODE
LOW	src/app/core/main/file/cloud-library-menu.tsx	168	async function handleDownloadKnowledgeBase() {	CODE
LOW	src/app/core/main/file/use-workspace-file-watcher.ts	41	function toWorkspaceRelativeWatchPath(path: string, normalizedRoot: string): string {	CODE
LOW	src/app/core/main/file/vector-knowledge-menu.tsx	109	async function handleToggleExcludeFromKB(checked: boolean) {	CODE
LOW	src/app/core/main/file/file-selection.ts	78	export function getTopLevelSelectionEntries(entries: FileSelectionEntry[]) {	CODE
LOW	src/app/core/main/file/file-selection.ts	126	export function isInteractiveSelectionTarget(target: EventTarget \| null) {	CODE
LOW	src/app/core/main/file/file-dnd.ts	57	export function isInvalidFolderMoveTarget(sourcePath: string, targetDirectoryPath: string) {	CODE
LOW	src/app/core/main/file/system-trash.ts	9	async function resolveExistingAbsolutePath(relativePath: string, workspaceRoot?: string) {	CODE
LOW	…/app/core/main/file/folder-item/delete-folder-utils.ts	95	export async function collectFolderMarkdownPaths(folderPath: string, item: DirTree) {	CODE
LOW	…/app/core/main/file/folder-item/delete-folder-utils.ts	112	export async function deleteVectorDocumentsByPaths(paths: string[], folderPath?: string) {	CODE
LOW	…/app/core/main/file/folder-item/delete-folder-utils.ts	131	export async function deleteLocalFolderIfExists(folderPath: string) {	CODE
LOW	…/app/core/main/file/folder-item/delete-folder-utils.ts	246	async function collectGitRemoteFileEntries(platform: GitSyncPlatform, folderPath: string, repo: string) {	CODE
LOW	src/app/core/main/mark/image-record-status.ts	50	export function getImageRecordDisplayText(	CODE
815 more matches not shown…

Fake / Example Data187 hits · 162 pts

Severity	File	Line	Snippet	Context
LOW	messages/zh.json	205	"placeholder": "选择缩放比例"	CODE
LOW	messages/zh.json	222	"placeholder": "选择字体",	CODE
LOW	messages/zh.json	243	"placeholder": "在此输入自定义 CSS 代码。",	CODE
LOW	messages/zh.json	265	"placeholder": "点击生成按钮将当前配色导出为代码"	CODE
LOW	messages/zh.json	270	"placeholder": "粘贴配色方案的 JSON 代码"	CODE
LOW	messages/zh.json	860	"placeholder": "搜索插件命令...",	CODE
LOW	messages/zh.json	1283	"placeholder": "输入 Mermaid 图表代码...",	CODE
LOW	messages/zh.json	1504	"placeholder": "例如：默认使用简洁中文回答。留空则只使用系统核心规则。",	CODE
LOW	messages/zh.json	1643	"placeholder": "请选择或搜索模型",	CODE
LOW	messages/zh.json	1654	"placeholder": {	CODE
LOW	messages/zh.json	2387	"placeholder": "选择自动同步时间",	CODE
LOW	messages/zh.json	2772	"placeholder": "输入 S.EE API Token"	CODE
LOW	messages/zh.json	3244	"placeholder": "使用主模型"	CODE
LOW	messages/zh.json	4035	"placeholder": {	CODE
LOW	messages/zh.json	4277	"placeholder": {	CODE
LOW	messages/zh.json	4310	"placeholder": "搜索 AI 模型",	CODE
LOW	messages/zh.json	4321	"placeholder": "搜索 Prompt"	CODE
LOW	messages/zh.json	4327	"placeholder": "搜索语言"	CODE
LOW	messages/zh.json	4696	"placeholder": "搜索指令...",	CODE
LOW	messages/zh.json	4741	"placeholder": "搜索文件、文件夹、记录或画布...",	CODE
LOW	messages/zh.json	4948	"placeholder": "输入标签名称"	CODE
LOW	messages/zh.json	4952	"placeholder": "搜索笔记、记录和画布...",	CODE
LOW	messages/zh.json	5185	"placeholder": "选择笔记",	CODE
LOW	messages/zh.json	5589	"placeholder": "搜索文件...",	CODE
LOW	messages/zh.json	5860	"placeholder": "在文档中查找",	CODE
LOW	messages/zh.json	6151	"placeholder": "输入 / 唤起菜单，或直接开始写作...",	CODE
LOW	messages/zh.json	6334	"placeholder": "输入 Mermaid 图表代码...",	CODE
LOW	messages/zh.json	6440	"placeholder": "输入 AI 指令",	CODE
LOW	messages/ja.json	205	"placeholder": "スケール比率を選択"	CODE
LOW	messages/ja.json	222	"placeholder": "フォントを選択",	CODE
LOW	messages/ja.json	243	"placeholder": "ここにカスタム CSS コードを入力",	CODE
LOW	messages/ja.json	271	"placeholder": "点击生成按钮将当前配色导出为代码"	CODE
LOW	messages/ja.json	276	"placeholder": "粘贴配色方案的 JSON 代码"	CODE
LOW	messages/ja.json	786	"placeholder": "Mermaid диаграммаコードを入力...",	CODE
LOW	messages/ja.json	1007	"placeholder": "例：既定では簡潔な日本語で回答する。空欄の場合はコアルールのみを使用します。",	CODE
LOW	messages/ja.json	1146	"placeholder": "モデルを選択または検索してください",	CODE
LOW	messages/ja.json	1156	"placeholder": {	CODE
LOW	messages/ja.json	1693	"placeholder": "自動同期時間",	CODE
LOW	messages/ja.json	2243	"placeholder": "S.EE API Token を入力"	CODE
LOW	messages/ja.json	2643	"placeholder": "メインモデルを使用"	CODE
LOW	messages/ja.json	3381	"placeholder": "プラグインのコマンドを検索...",	CODE
LOW	messages/ja.json	4021	"placeholder": {	CODE
LOW	messages/ja.json	4235	"placeholder": {	CODE
LOW	messages/ja.json	4267	"placeholder": "AIモデルを検索",	CODE
LOW	messages/ja.json	4278	"placeholder": "プロンプトを検索"	CODE
LOW	messages/ja.json	4286	"placeholder": "言語を検索"	CODE
LOW	messages/ja.json	4599	"placeholder": "コマンドを検索...",	CODE
LOW	messages/ja.json	4644	"placeholder": "ファイル、フォルダー、記録、キャンバスを検索...",	CODE
LOW	messages/ja.json	4855	"placeholder": "入力するタグ名"	CODE
LOW	messages/ja.json	5073	"placeholder": "ノートを選択",	CODE
LOW	messages/ja.json	5324	"placeholder": "ノート、記録、キャンバスを検索...",	CODE
LOW	messages/ja.json	5506	"placeholder": "ファイルを検索...",	CODE
LOW	messages/ja.json	5777	"placeholder": "ドキュメント内を検索",	CODE
LOW	messages/ja.json	6060	"placeholder": "「/」を入力してメニューを開くか、直接書き始める...",	CODE
LOW	messages/ja.json	6243	"placeholder": "Mermaid диаграммаコードを入力...",	CODE
LOW	messages/ja.json	6349	"placeholder": "AI 指示を入力",	CODE
LOW	messages/de.json	205	"placeholder": "Skalierungsverhältnis auswählen"	CODE
LOW	messages/de.json	222	"placeholder": "Schriftart auswählen",	CODE
LOW	messages/de.json	243	"placeholder": "Eigenen CSS-Code hier eingeben",	CODE
LOW	messages/de.json	265	"placeholder": "Klicke auf Generieren, um das aktuelle Farbschema als Code zu exportieren"	CODE
127 more matches not shown…

Synthetic Comment Markers3 hits · 18 pts

Severity	File	Line	Snippet	Context
HIGH	messages/en.json	4083	"description": "The current note is generated by AI and cannot be edited. Convert the current note to an art	CODE
HIGH	messages/en.json	4283	"description": "The current note is generated by AI and cannot be edited. Convert the current note to an article	CODE
HIGH	src/app/core/main/editor/markdown/md-editor-wrapper.tsx	183	// Check if this file is currently being generated by AI	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/app/core/main/editor/markdown/tiptap-editor.tsx	7324	// Try to find searchContent in the document using a more robust method	COMMENT

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…c/app/core/main/editor/markdown/code-block-markdown.ts	1	// Markdown round-trip handlers for fenced code blocks.	COMMENT

codexu/note-gen

Open-Source Code Quality, Security and Technical Debt Review