2.3

Adjusted Signal

2.3

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

28.5K

Stars

Rust

Language

284.2K

Lines of Code

1.7K

Files

484

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 4.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 246 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.8/100 · LOW

Are imports declared and package/API names verified? 207 finding(s).

Agent Over-Engineering Ratio 4.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 226 finding(s).

PR Review Velocity Impact 9.8/100 · LOW

Which changes need focused human review? 484 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 6MEDIUM 35LOW 443

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 484 distinct pattern matches across 8 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 Data201 hits · 250 pts

Severity	File	Line	Snippet	Context
LOW	docs/AGENTS.md	145	-d '{"name": "John Doe", "email": "john@example.com"}'	CODE
LOW	docs/AGENTS.md	153	"name": "John Doe",	CODE
LOW	docs/CLAUDE.md	145	-d '{"name": "John Doe", "email": "john@example.com"}'	CODE
LOW	docs/CLAUDE.md	153	"name": "John Doe",	CODE
LOW	…features/workspace-chat/ui/SessionChatBoxContainer.tsx	135	mode: 'placeholder';	CODE
LOW	…features/workspace-chat/ui/SessionChatBoxContainer.tsx	166	mode === 'placeholder' ? undefined : props.onSelectSession;	CODE
LOW	…features/workspace-chat/ui/SessionChatBoxContainer.tsx	653	mode === 'placeholder' \|\|	CODE
LOW	…features/workspace-chat/ui/SessionChatBoxContainer.tsx	951	if (mode === 'placeholder') {	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	53	"placeholder": "选择主题",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	58	"placeholder": "选择语言",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	67	"placeholder": "选择配置文件",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	78	"placeholder": "选择编辑器",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	83	"placeholder": "例如：code、subl、vim",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	89	"placeholder": "例如：主机名或 IP 地址",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	94	"placeholder": "例如：用户名",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	147	"placeholder": "vk",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	163	"placeholder": "~/",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	253	"placeholder": "例如：bug_fix、test_plan、api_docs",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	260	"placeholder": "输入使用此标签时将插入的文本"	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	396	"placeholder": "选择要配置的项目",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	405	"placeholder": "输入项目名称",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	410	"placeholder": "/path/to/your/existing/repo",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	443	"placeholder": "选择要配置的仓库",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	452	"placeholder": "输入显示名称",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	460	"placeholder": "例如：packages/frontend",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	465	"placeholder": "选择分支",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	493	"placeholder": "文件路径或 glob 模式（例如：.env、config/*.json）"	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hans/settings.json	572	"placeholder": "Enter project name"	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hans/common.json	64	"placeholder": "选择分支",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hans/common.json	135	"placeholder": "输入工作区名称",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hans/common.json	182	"placeholder": "添加关于此工作区的笔记...",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hans/tasks.json	8	"placeholder": "例如：Acme Corp"	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hans/tasks.json	35	"placeholder": "选择目标分支",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hans/tasks.json	43	"placeholder": "选择仓库",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hans/tasks.json	223	"placeholder": "例如：feature/my-branch",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	53	"placeholder": "選擇主題",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	58	"placeholder": "選擇語言",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	67	"placeholder": "選擇設定檔",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	78	"placeholder": "選擇編輯器",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	83	"placeholder": "例如：code、subl、vim",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	89	"placeholder": "例如：主機名稱或 IP 位址",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	94	"placeholder": "例如：使用者名稱",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	147	"placeholder": "vk",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	163	"placeholder": "~/",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	253	"placeholder": "例如：bug_fix、test_plan、api_docs",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	260	"placeholder": "輸入使用此標籤時要插入的文字"	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	396	"placeholder": "選擇要設定的專案",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	405	"placeholder": "輸入專案名稱",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	410	"placeholder": "/path/to/your/existing/repo",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	443	"placeholder": "選擇要設定的儲存庫",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	452	"placeholder": "輸入顯示名稱",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	460	"placeholder": "例如：packages/frontend",	CODE
LOW⚡	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	465	"placeholder": "選擇分支",	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	493	"placeholder": "檔案路徑或 glob 模式（例如：.env、config/*.json）"	CODE
LOW	…ckages/web-core/src/i18n/locales/zh-Hant/settings.json	572	"placeholder": "Enter project name"	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hant/common.json	64	"placeholder": "選擇分支",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hant/common.json	135	"placeholder": "輸入工作區名稱",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hant/common.json	182	"placeholder": "新增關於此工作區的筆記...",	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hant/tasks.json	8	"placeholder": "例如：acme Corp"	CODE
LOW	packages/web-core/src/i18n/locales/zh-Hant/tasks.json	35	"placeholder": "選擇目標分支",	CODE
141 more matches not shown…

Hyper-Verbose Identifiers195 hits · 195 pts

Severity	File	Line	Snippet	Context
LOW	crates/preview-proxy/src/click_to_component_script.js	151	function getComponentNamesFromFiber(element, maxCount) {	CODE
LOW	crates/preview-proxy/src/click_to_component_script.js	404	function extractSvelteComponentName(filePath) {	CODE
LOW	crates/preview-proxy/src/click_to_component_script.js	482	function extractAstroComponentName(componentUrl) {	CODE
LOW	crates/preview-proxy/src/click_to_component_script.js	689	function getOverlayLabelForElement(element) {	CODE
LOW	scripts/relay-test-client/index.html	297	function relaySessionPrefixFromUrl(url) {	CODE
LOW	scripts/relay-test-client/index.html	842	async function verifySignedRelayResponse(	CODE
LOW	…ckages/ui/src/components/ChatAggregatedDiffEntries.tsx	184	export function ChatAggregatedDiffEntries({	CODE
LOW	…ckages/ui/src/components/IssueRelationshipsSection.tsx	26	export function IssueRelationshipsSection({	CODE
LOW	packages/ui/src/components/WorkspacesSidebar.tsx	99	export function WorkspacesSidebarReopenTag({	CODE
LOW	packages/ui/src/components/IssueWorkspaceCard.tsx	71	function IssueWorkspaceCardContainer({	CODE
LOW	packages/ui/src/components/TypeaheadMenu.tsx	292	function TypeaheadMenuSectionHeader({ children }: { children: ReactNode }) {	CODE
LOW	packages/ui/src/components/TypeaheadMenu.tsx	339	function TypeaheadMenuItemComponent({	CODE
LOW	packages/ui/src/components/AppBar.tsx	98	function getHostStatusIndicatorClass(status: AppBarHostStatus): string {	CODE
LOW	packages/ui/src/components/AppBar.tsx	160	function getStandardAppBarButtonClassName({	CODE
LOW	…ages/ui/src/components/SlashCommandTypeaheadPlugin.tsx	46	export function SlashCommandTypeaheadPlugin({	CODE
LOW	packages/ui/src/components/KanbanCardContent.tsx	60	function isImageLikeAttachmentName(name: string): boolean {	CODE
LOW	packages/ui/src/components/KanbanCardContent.tsx	69	function formatKanbanDescriptionPreview(	CODE
LOW	…ages/ui/src/components/ComponentInfoKeyboardPlugin.tsx	16	export function ComponentInfoKeyboardPlugin({	CODE
LOW	packages/ui/src/components/attachment-node.tsx	84	function toMetadataFromLocalAttachment(	CODE
LOW	…ckages/ui/src/components/ChatAggregatedToolEntries.tsx	28	export function ChatAggregatedToolEntries({	CODE
LOW	…/src/features/create-mode/model/createModeBootstrap.ts	83	export async function resolveCreateModeBootstrap({	CODE
LOW	…e/src/features/create-mode/model/useCreateModeState.ts	184	function getLatestWorkspaceIdForRemoteProject({	CODE
LOW	…/src/features/create-mode/model/createModeSeedStore.ts	25	export function consumeCreateModeSeedState(): CreateModeInitialState \| null {	CODE
LOW	…/src/features/create-mode/model/createModeSeedStore.ts	31	export function subscribeCreateModeSeedState(listener: () => void): () => void {	CODE
LOW	…eatures/workspace-chat/ui/DisplayConversationEntry.tsx	811	function UserAnsweredQuestionsEntry({	CODE
LOW	…eatures/workspace-chat/ui/DisplayConversationEntry.tsx	1258	function AggregatedThinkingGroupEntry({	CODE
LOW	…ures/workspace-chat/model/deriveConversationEntries.ts	151	export function deriveConversationEntries({	CODE
LOW	…eatures/workspace-chat/model/conversation-row-model.ts	371	export function buildConversationRowsIncremental(	CODE
LOW	…eatures/workspace-chat/model/conversation-row-model.ts	402	export function findPreviousUserMessageIndex(	CODE
LOW	…res/workspace-chat/model/useConversationVirtualizer.ts	148	export function useConversationVirtualizer({	CODE
LOW	…space-chat/model/deriveConversationSemanticTimeline.ts	30	function extractPromptFromActionChain(	CODE
LOW	…space-chat/model/deriveConversationSemanticTimeline.ts	51	function toConversationSemanticProcessKind(	CODE
LOW	…space-chat/model/deriveConversationSemanticTimeline.ts	71	export function deriveConversationSemanticTimeline(	CODE
LOW	…res/workspace-chat/model/deriveConversationTimeline.ts	17	function isRenderableConversationEntry(entry: DisplayEntry): boolean {	CODE
LOW	…res/workspace-chat/model/deriveConversationTimeline.ts	40	export function deriveConversationTimeline(	CODE
LOW	…kspace-chat/model/contexts/ApprovalFeedbackContext.tsx	46	export function useApprovalFeedbackOptional() {	CODE
LOW	…rkspace-chat/model/hooks/useSessionQueueInteraction.ts	37	export function useSessionQueueInteraction({	CODE
LOW	packages/web-core/src/shared/types/attempt.ts	14	export function createWorkspaceWithSession(	CODE
LOW	…-core/src/shared/stores/useKanbanIssueComposerStore.ts	63	export function buildKanbanIssueComposerKey(	CODE
LOW	…es/web-core/src/shared/stores/useUiPreferencesStore.ts	898	export function usePersistedCollapsedPaths(	CODE
LOW	…kages/web-core/src/shared/components/WYSIWYGEditor.tsx	166	function isGenericClipboardImageName(fileName: string): boolean {	CODE
LOW	…re/src/shared/components/CloudShutdownExportBanner.tsx	9	export function CloudShutdownExportBanner({	CODE
LOW	…c/shared/components/SearchableTagDropdownContainer.tsx	19	export function SearchableTagDropdownContainer({	CODE
LOW	…nents/ui-new/containers/AppBarUserPopoverContainer.tsx	17	export function AppBarUserPopoverContainer({	CODE
LOW	…es/web-core/src/shared/hooks/useLocalStorageScratch.ts	51	export function localStorageScratchUpdate(	CODE
LOW	…eb-core/src/shared/hooks/useAllOrganizationProjects.ts	19	export function useAllOrganizationProjects(	CODE
LOW	…eb-core/src/shared/hooks/useActionVisibilityContext.ts	38	export function useActionVisibilityContext(	CODE
LOW	…ges/web-core/src/shared/hooks/useContextBarPosition.ts	57	function calculateNearestSnapPosition(	CODE
LOW	…ore/src/shared/hooks/useProjectWorkspaceCreateDraft.ts	9	export function useProjectWorkspaceCreateDraft() {	CODE
LOW	packages/web-core/src/shared/hooks/useTaskWorkspaces.ts	35	export function useTaskWorkspacesWithSessions(taskId?: string, opts?: Options) {	CODE
LOW	packages/web-core/src/shared/hooks/usePreviewUrl.ts	222	function detectPreviewUrlFromBuffer(	CODE
LOW	…eb-core/src/shared/hooks/useOrganizationInvitations.ts	12	export function useOrganizationInvitations(	CODE
LOW	…kages/web-core/src/shared/hooks/useAzureAttachments.ts	77	function createPendingAttachmentId(): string {	CODE
LOW	…es/web-core/src/shared/hooks/useProjectRepoDefaults.ts	53	export async function getValidProjectRepoDefaults(	CODE
LOW	…eb-core/src/shared/hooks/useCurrentKanbanRouteState.ts	12	export function useCurrentKanbanRouteState(): KanbanRouteState {	CODE
LOW	…core/src/shared/hooks/useKanbanIssueComposerScratch.ts	51	export function useKanbanIssueComposerScratch() {	CODE
LOW	…c/shared/hooks/useWorkspaceSidebarPreviewController.ts	5	export function useWorkspaceSidebarPreviewController({	CODE
LOW	…kages/web-core/src/shared/hooks/useRemoteCloudHosts.ts	28	function normalizeRemoteCloudHostStatus(	CODE
LOW	…kages/web-core/src/shared/hooks/useRemoteCloudHosts.ts	38	async function fetchRemoteCloudHostsState(): Promise<RemoteCloudHostsState> {	CODE
LOW	…kages/web-core/src/shared/hooks/useRemoteCloudHosts.ts	82	export function usePairRemoteCloudHostMutation() {	CODE
135 more matches not shown…

Decorative Section Separators31 hits · 93 pts

Severity	File	Line	Snippet	Context
MEDIUM	crates/relay-tunnel/src/server_bin/auth.rs	28	// ── JWT Service (decode-only subset) ──────────────────────────────────	COMMENT
MEDIUM	crates/relay-tunnel/src/server_bin/auth.rs	104	// ── Request Context ───────────────────────────────────────────────────	COMMENT
MEDIUM	crates/relay-tunnel/src/server_bin/auth.rs	114	// ── Auth Middleware ───────────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	754	// ── Issues ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	811	// ── Issue Assignees ────────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	857	// ── Tags ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	870	// ── Issue Tags ─────────────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	913	// ── Issue Relationships ────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	942	// ── Remote Projects ─────────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	961	// ── Project Statuses ────────────────────────────────────────────────	COMMENT
MEDIUM	crates/services/src/services/remote_client.rs	972	// ── Pull Requests ───────────────────────────────────────────────────	COMMENT
MEDIUM	crates/remote/src/azure_blob.rs	275	// ── SAS token generation (ported from azure_storage 0.21) ────────────────────	COMMENT
MEDIUM	scripts/ci-local.sh	59	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	61	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	138	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	140	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	176	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	178	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	262	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	264	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/ci-local.sh	300	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…red/dialogs/settings/settings/ReposSettingsSection.tsx	70	// ── Remove Repo confirmation dialog ──────────────────────────────────	COMMENT
MEDIUM	…red/dialogs/settings/settings/ReposSettingsSection.tsx	125	// ── Main section ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/web-core/src/pages/workspaces/WorkspacesLayout.tsx	207	// ── Mobile layout ──────────────────────────────────────────────────	COMMENT
MEDIUM	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	178	// ─── Data Sources ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	234	// ─── URL Bar State ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	330	// ─── Iframe Display Timing ──────────────────────────────────────────────────	COMMENT
MEDIUM	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	344	// ─── Navigation Bridge ────────────────────────────────────────────────────	COMMENT
MEDIUM	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	409	// ─── URL Sync Effect ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	680	// ─── URL Bar Handlers ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	881	// ─── Navigation Reset on URL Change ────────────────────────────────────────	COMMENT

Over-Commented Block33 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW	crates/tauri-app/build.rs	1	fn main() {	COMMENT
LOW	crates/tauri-app/build.rs	61	}	COMMENT
LOW	crates/tauri-app/src/windows_notifications.rs	1	//! Windows notification system using `tauri-winrt-notification`.	COMMENT
LOW	crates/relay-webrtc/src/proxy.rs	21	conn_id: Uuid,	COMMENT
LOW	crates/relay-webrtc/src/proxy.rs	41	#[derive(Debug, Clone, Serialize, Deserialize, TS)]	COMMENT
LOW	crates/relay-webrtc/src/client.rs	161	Ok(())	COMMENT
LOW	crates/relay-webrtc/src/fragment.rs	1	//! Generic data channel message fragmentation following the SaltyRTC	COMMENT
LOW	crates/executors/src/profile.rs	121	///	COMMENT
LOW	crates/executors/src/logs/stderr_processor.rs	21		COMMENT
LOW	crates/executors/src/logs/plain_text_processor.rs	1	//! Reusable log processor for plain-text streams with flexible clustering and formatting.	COMMENT
LOW	crates/executors/src/executors/codex.rs	101	/// command fails, the user is asked to approve execution without the sandbox.	COMMENT
LOW	crates/api-types/src/issue.rs	161	#[serde(skip_serializing_if = "Option::is_none")]	COMMENT
LOW	crates/api-types/src/issue.rs	181	#[ts(optional)]	COMMENT
LOW	crates/db/src/models/scratch.rs	101	pub struct UiPreferencesData {	COMMENT
LOW	crates/db/src/models/scratch.rs	121	#[serde(default)]	COMMENT
LOW	crates/db/src/models/scratch.rs	221	/// Parent issue ID if creating a sub-issue	COMMENT
LOW	crates/git/src/cli.rs	1	//! Why we prefer the Git CLI here	COMMENT
LOW	crates/git/src/cli.rs	741	if out.status.success() {	COMMENT
LOW	crates/preview-proxy/src/click_to_component_script.js	41	if (text.length > 100) text = text.slice(0, 100) + '...';	COMMENT
LOW	crates/preview-proxy/src/click_to_component_script.js	61	// ComponentPayload:	COMMENT
LOW	crates/remote/src/mutation_definition.rs	1	//! Mutation definition builder for type-safe route and metadata generation.	COMMENT
LOW	crates/remote/src/shape_route.rs	1	//! Unified registration for Electric proxy + REST fallback routes.	COMMENT
LOW	crates/remote/src/shape_route.rs	81	pub struct NoQueryParams {}	COMMENT
LOW	crates/remote/src/shape_route.rs	101	OrgWithUser,	COMMENT
LOW	scripts/generate-tauri-update-json.js	1	#!/usr/bin/env node	COMMENT
LOW	scripts/legacy-frontend-paths-allowlist.txt	1	# Allowed legacy frontend files during structure migration	COMMENT
LOW	scripts/ci-local.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/generate-desktop-manifest.js	1	#!/usr/bin/env node	COMMENT
LOW	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	341	(s) => s.setPendingComponentMarkdown	COMMENT
LOW	…-core/src/pages/workspaces/PreviewBrowserContainer.tsx	681	// handleUrlSubmit flow:	COMMENT
LOW	.github/workflows/pre-release.yml	921	- name: Build MSI with wixl	COMMENT
LOW	.github/workflows/pre-release.yml	941	# if: contains(matrix.target, 'windows') && env.AZURE_ENDPOINT != ''	COMMENT
LOW	.github/workflows/pre-release.yml	961	# # Sign all exe and msi files in the bundle directory	COMMENT

Magic Placeholder Names6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	crates/executors/default_mcp.json	14	"CONTEXT7_API_KEY": "YOUR_API_KEY"	CODE
HIGH	crates/executors/default_mcp.json	31	"EXA_API_KEY": "YOUR_API_KEY"	CODE
HIGH	docs/AGENTS.md	133	-H 'Authorisation: Bearer YOUR_API_KEY'	CODE
HIGH	docs/AGENTS.md	273	Bearer token for API authentication. Format: `Bearer YOUR_API_KEY`	CODE
HIGH	docs/CLAUDE.md	133	-H 'Authorisation: Bearer YOUR_API_KEY'	CODE
HIGH	docs/CLAUDE.md	273	Bearer token for API authentication. Format: `Bearer YOUR_API_KEY`	CODE

Verbosity Indicators7 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	133	// Step 1: Comprehensive cleanup of existing worktree and metadata (non-blocking)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	136	// Step 2: Ensure parent directory exists (non-blocking)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	145	// Step 3: Create the worktree with retry logic for metadata conflicts (non-blocking)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	237	// Step 1: Use GitService to remove the worktree registration (force) if present	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	244	// Step 2: Always force cleanup metadata directory (proactive cleanup)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	249	// Step 3: Clean up physical worktree directory if it exists	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	258	// Step 4: Good-practice to clean up any other stale admin entries	COMMENT

Structural Annotation Overuse7 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	133	// Step 1: Comprehensive cleanup of existing worktree and metadata (non-blocking)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	136	// Step 2: Ensure parent directory exists (non-blocking)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	145	// Step 3: Create the worktree with retry logic for metadata conflicts (non-blocking)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	237	// Step 1: Use GitService to remove the worktree registration (force) if present	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	244	// Step 2: Always force cleanup metadata directory (proactive cleanup)	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	249	// Step 3: Clean up physical worktree directory if it exists	COMMENT
LOW⚡	crates/worktree-manager/src/worktree_manager.rs	258	// Step 4: Good-practice to clean up any other stale admin entries	COMMENT

AI Slop Vocabulary4 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	crates/worktree-manager/src/worktree_manager.rs	238	// The Git CLI is more robust than libgit2 for mutable worktree operations	COMMENT
MEDIUM	crates/utils/src/path.rs	11	/// This is a robust implementation that handles symlinks and edge cases	COMMENT
MEDIUM	packages/web-core/src/integrations/vscode/bridge.ts	427	// Auto-install on import to make it robust	COMMENT
MEDIUM	…ocal-web/src/app/providers/ClickedElementsProvider.tsx	109	// Simple prefix strip; robust handling is on backend (path.rs).	COMMENT

BloopAI/vibe-kanban

Open-Source Code Quality, Security and Technical Debt Review