3.4

Adjusted Signal

3.4

Raw Pattern Score

100%

Time Factor

2026-10-01

Last Push

3.3K

Stars

Swift

Language

270.2K

Lines of Code

966

Files

786

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 10.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 687 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 17 finding(s).

Agent Over-Engineering Ratio 13.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 698 finding(s).

PR Review Velocity Impact 17.4/100 · LOW

Which changes need focused human review? 786 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 3HIGH 11MEDIUM 81LOW 691

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 786 distinct pattern matches across 10 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 Identifiers616 hits · 502 pts

Severity	File	Line	Snippet	Context
LOW	phodex-bridge/test/rollout-live-mirror.test.js	2692	function createTemporaryRolloutHome({ threadId, originator, source, lines }) {	CODE
LOW	phodex-bridge/test/rollout-watch.test.js	339	function makeTemporarySessionsHome() {	CODE
LOW	phodex-bridge/test/secure-transport.test.js	29	function createTestBridgeSecureTransport(options) {	CODE
LOW	phodex-bridge/test/secure-transport.test.js	1041	function encodeLengthPrefixedBuffer(buffer) {	CODE
LOW	phodex-bridge/test/desktop-ipc-shared.test.js	376	function withIsolatedIpcEnvironment(t) {	CODE
LOW	…dex-bridge/test/bridge-desktop-ipc-integration.test.js	1671	function loadBridgeWithTestDoubles({	CODE
LOW	…dex-bridge/test/bridge-desktop-ipc-integration.test.js	1726	function createPlaintextSecureTransport() {	CODE
LOW	…dex-bridge/test/bridge-desktop-ipc-integration.test.js	1742	function createSecureDeviceStateDouble() {	CODE
LOW	phodex-bridge/test/worktree-origin.test.js	9	function makeCodexHomeWithWorktree({ token, repoName, checkoutRoot, worktreeName = repoName }) {	CODE
LOW	phodex-bridge/test/bridge.test.js	155	function expectedGeneratedImagePath(threadId, fileName) {	CODE
LOW	phodex-bridge/test/bridge.test.js	2819	fs.openSync = function openSyncWithRolloutCounter(filePath, ...args) {	CODE
LOW	phodex-bridge/test/desktop-ipc-action-follower.test.js	8375	function backgroundConversationSnapshot(threadId, status, {	CODE
LOW	phodex-bridge/test/desktop-ipc-action-follower.test.js	8456	async function startInitializedIpcTestServer(t, prefix) {	CODE
LOW	phodex-bridge/test/secure-device-state.test.js	333	function readCanonicalStateFromDisk() {	CODE
LOW	phodex-bridge/bin/remodex.js	359	function sanitizeBridgeServiceStatusForOutput(status = {}) {	CODE
LOW	phodex-bridge/bin/remodex.js	368	function sanitizeDaemonConfigForOutput(config) {	CODE
LOW	phodex-bridge/bin/remodex.js	380	function sanitizePairingSessionForOutput(pairingSession) {	CODE
LOW	phodex-bridge/src/package-version-status.js	15	function createBridgePackageVersionStatusReader({	CODE
LOW	phodex-bridge/src/package-version-status.js	29	return async function readBridgePackageVersionStatus() {	CODE
LOW	phodex-bridge/src/package-version-status.js	70	async function resolveReportedLatestVersion({	CODE
LOW	phodex-bridge/src/package-version-status.js	94	function refreshLatestVersionInBackground({	CODE
LOW	phodex-bridge/src/package-version-status.js	137	function fetchLatestPublishedVersion(registryUrl) {	CODE
LOW	phodex-bridge/src/workspace-checkpoints.js	19	async function workspaceCheckpointCapture(repoRoot, params) {	CODE
LOW	phodex-bridge/src/workspace-checkpoints.js	83	async function workspaceCheckpointRestorePreview(repoRoot, params) {	CODE
LOW	phodex-bridge/src/workspace-checkpoints.js	110	async function workspaceCheckpointRestoreApply(repoRoot, params) {	CODE
LOW	phodex-bridge/src/workspace-checkpoints.js	148	function resolveCheckpointDescriptor(params, prefix = "") {	CODE
LOW	phodex-bridge/src/workspace-checkpoints.js	224	function backupDescriptorForRestore(params) {	CODE
LOW	phodex-bridge/src/workspace-checkpoints.js	295	async function changedFilesAgainstCommit(repoRoot, commit) {	CODE
LOW	phodex-bridge/src/bridge-status.js	14	function createBridgeStatusPublisher({	CODE
LOW	phodex-bridge/src/bridge-status.js	74	function hasRelayConnectionGoneStale(	CODE
LOW	phodex-bridge/src/bridge-status.js	87	function buildHeartbeatBridgeStatus(	CODE
LOW	phodex-bridge/src/thread-row-enrichment.js	11	function forEachThreadRowInResponse(method, envelope, visit) {	CODE
LOW	phodex-bridge/src/thread-context-handler.js	9	function handleThreadContextRequest(rawMessage, sendResponse, parsedMessage = null) {	CODE
LOW⚡	phodex-bridge/src/desktop-ipc-live-owner.js	1702	function applyFollowerModelAndReasoning(conversationId, params) {	CODE
LOW⚡	phodex-bridge/src/desktop-ipc-live-owner.js	1708	function applyFollowerCollaborationMode(conversationId, params) {	CODE
LOW⚡	phodex-bridge/src/desktop-ipc-live-owner.js	1714	function applyFollowerThreadSettings(conversationId, threadSettings, source = "desktop") {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	136	function createDesktopIpcLiveOwner({	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	546	function markTurnInterruptedOptimistically(threadId, params) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	601	function discardPendingTurnStartEntry(threadId, entry) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	627	function resolvePendingTurnStartResponse(responseId, message) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	656	function insertOptimisticPendingTurn(threadId, entry) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	707	function refreshOptimisticFallbackForThread(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	732	function removeOptimisticPendingTurn(threadId, entry) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	769	function claimStartedThreadForPendingLocalStart(message) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	836	function broadcastRemovedConversationState(threadId, { reason = "", skipArchiveMetadataBroadcast = false } = {}) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	873	function broadcastThreadUnarchived(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	881	function scheduleSidebarAnnouncement(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	901	function replaySidebarAnnouncementAfterMaterialization(message, threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	937	function cancelSidebarAnnouncement(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	947	function queueThreadArchiveMetadataBroadcast(method, threadId, { cwd } = {}) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	960	function flushPendingThreadArchiveMetadataBroadcasts() {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	982	function maybeYieldOwnedThreadForPeerArchive(envelope) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1001	function upsertConversationFromThread(thread) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1083	function shouldDelayInitialSnapshotForHistory(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1099	function requestInitialHistoryBaselineIfDue(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1127	function stopAwaitingInitialHistory(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1135	function scheduleInitialHistoryRetryWakeup(threadId, delayMs) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1149	function clearInitialHistoryRetryWakeup(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1176	function hydrateOwnedThreadFromRead(threadId) {	CODE
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1208	function broadcastAllOwnedSnapshots() {	CODE
556 more matches not shown…

Decorative Section Separators71 hits · 213 pts

Severity	File	Line	Snippet	Context
MEDIUM	phodex-bridge/test/secure-device-state.test.js	23	// ─── Relay Session Resolution ───────────────────────────────	COMMENT
MEDIUM	phodex-bridge/bin/remodex.js	47	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/bridge.js	1758	// ─── Bridge-owned auth snapshot ─────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/project-handler.js	26	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/project-handler.js	87	// ─── Project Methods ─────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/project-handler.js	328	// ─── Filesystem Helpers ──────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/voice-handler.js	179	// ─── Audio validation helpers ───────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/push-notification-tracker.js	57	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/account-status.js	9	// ─── Status composition ─────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/account-status.js	90	// ─── Settled snapshot helpers ───────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/voice-audio.js	7	// ─── WAV parsing ─────────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/voice-audio.js	91	// ─── M4A parsing ─────────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	177	// ─── Git Status ───────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	273	// ─── Git Diff ─────────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	289	// ─── Git Commit ───────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	315	// ─── Git Draft Generation ────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	422	// ─── Git Push ─────────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	462	// ─── Git Pull ─────────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	481	// ─── Git Branches ─────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	545	// ─── Git Checkout ─────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	584	// ─── Git Log ──────────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	611	// ─── Git Create Branch ────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	978	// ─── Git Stash ────────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	986	// ─── Git Stash Pop ────────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	997	// ─── Git Reset to Remote ──────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	1026	// ─── Git Remote URL ───────────────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	1034	// ─── Git Stacked Actions / Pull Requests ─────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	1877	// ─── Git Branches With Status ─────────────────────────────────	COMMENT
MEDIUM	phodex-bridge/src/git-handler.js	2793	// ─── Helpers ──────────────────────────────────────────────────	COMMENT
MEDIUM	…dexMobile/Views/Shared/UsageStatusSummaryContent.swift	69	// ─── Shared Sections ────────────────────────────────────────	COMMENT
MEDIUM	…dexMobile/Views/Shared/UsageStatusSummaryContent.swift	136	// ─── Row Rendering ──────────────────────────────────────────	COMMENT
MEDIUM	…dexMobile/Views/Shared/UsageStatusSummaryContent.swift	231	// ─── Formatting Helpers ─────────────────────────────────────	COMMENT
MEDIUM	…Mobile/Views/Turn/Messages/TurnMessageRegexCache.swift	40	// ─── Shared Helpers ─────────────────────────────────────────────	COMMENT
MEDIUM	…odexMobile/Views/Turn/Messages/TurnMessageCaches.swift	358	// ─── Code Comment Directive Content Cache ───────────────────────────	COMMENT
MEDIUM	…odexMobile/Views/Turn/Messages/TurnMessageCaches.swift	372	// ─── Thinking Disclosure Content Cache ──────────────────────────────	COMMENT
MEDIUM	…odexMobile/Views/Turn/Messages/TurnMessageCaches.swift	386	// ─── Diff Block Detection Cache ─────────────────────────────────────	COMMENT
MEDIUM	…odexMobile/Views/Turn/Messages/TurnMessageCaches.swift	406	// ─── File Change Grouping Cache ─────────────────────────────────────	COMMENT
MEDIUM	…Mobile/Views/Turn/Messages/TurnMessageComponents.swift	347	// ─── Message row ────────────────────────────────────────────────────	COMMENT
MEDIUM	CodexMobile/CodexMobile/Views/Turn/Core/TurnView.swift	74	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	…le/Views/Turn/Core/TurnConversationContainerView.swift	81	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	…ile/CodexMobile/Views/Turn/Core/NewChatDraftView.swift	771	// ─── Runtime + branch rows ───────────────────────────────────	COMMENT
MEDIUM	…xMobile/Views/Turn/Composer/TurnComposerHostView.swift	61	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	…CodexMobile/Views/Turn/Composer/TurnComposerView.swift	161	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	…obile/Views/Turn/Composer/TurnComposerMetaMapper.swift	12	// ─── Model Mapping ────────────────────────────────────────────────	COMMENT
MEDIUM	…obile/Views/Turn/Composer/TurnComposerMetaMapper.swift	77	// ─── Runtime pill label ──────────────────────────────────────────	COMMENT
MEDIUM	…obile/Views/Turn/Composer/TurnComposerMetaMapper.swift	177	// ─── Reasoning Mapping ───────────────────────────────────────────	COMMENT
MEDIUM	…ile/CodexMobile/Views/Turn/Diff/TurnDiffRenderer.swift	7	// ─── Diff Classification ────────────────────────────────────────────	COMMENT
MEDIUM	…/CodexMobile/Views/Turn/Diff/TurnUnifiedDiffView.swift	10	// ─── Model ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/CodexMobile/Views/Turn/Diff/TurnUnifiedDiffView.swift	61	// ─── Parser ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/CodexMobile/Views/Turn/Diff/TurnUnifiedDiffView.swift	247	// ─── View ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/CodexMobile/Views/Turn/Diff/TurnUnifiedDiffView.swift	353	// ─── Hunk section ───────────────────────────────────────────────────	COMMENT
MEDIUM	…/CodexMobile/Views/Turn/Diff/TurnUnifiedDiffView.swift	456	// ─── Row ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/CodexMobile/Views/Turn/Diff/TurnUnifiedDiffView.swift	513	// ─── Palette ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…Views/Turn/Timeline/TurnTimelineRenderProjection.swift	9	// ─── Render Item Models ───────────────────────────────────────	COMMENT
MEDIUM	…Views/Turn/Timeline/TurnTimelineRenderProjection.swift	149	// ─── Projection ────────────────────────────────────────────────	COMMENT
MEDIUM	…exMobile/Views/Turn/Timeline/TurnTimelineReducer.swift	17	// ─── ENTRY POINT ─────────────────────────────────────────────	COMMENT
MEDIUM	…e/CodexMobile/Services/CodexService+AIChangeSets.swift	233	// ─── Ledger mutation helpers ───────────────────────────────────────	COMMENT
MEDIUM	…e/CodexMobile/Services/CodexService+AIChangeSets.swift	378	// ─── Private helpers ───────────────────────────────────────────────	COMMENT
MEDIUM	…odexMobile/Services/GPTVoiceTranscriptionManager.swift	104	// ─── Recording lifecycle ─────────────────────────────────────	COMMENT
MEDIUM	…odexMobile/Services/GPTVoiceTranscriptionManager.swift	260	// ─── Duration timer ─────────────────────────────────────────	COMMENT
11 more matches not shown…

Cross-File Repetition11 hits · 55 pts

Severity	File	Snippet	Context
HIGH	…Mobile/CodexMobileTests/TurnTimelineReducerTests.swift	status: completed path: sources/app.swift kind: update totals: +2 -1	STRING
HIGH	…eTests/CodexServiceIncomingCommandExecutionTests.swift	status: completed path: sources/app.swift kind: update totals: +2 -1	STRING
HIGH	…ile/CodexMobileTests/TurnSessionDiffSummaryTests.swift	status: completed path: sources/app.swift kind: update totals: +2 -1	STRING
HIGH	…odexMobileTests/TurnFileChangeSummaryParserTests.swift	status: completed path: sources/app.swift kind: update totals: +2 -1	STRING
HIGH	…Mobile/CodexMobileTests/TurnTimelineReducerTests.swift	latest testflight inbox email says: remodex version 1.4, build 124 subject: "remodex - remote ai coding 1.4 (124) for io	STRING
HIGH	…eTests/CodexServiceIncomingCommandExecutionTests.swift	latest testflight inbox email says: remodex version 1.4, build 124 subject: "remodex - remote ai coding 1.4 (124) for io	STRING
HIGH	…obileTests/CodexServiceIncomingRunIndicatorTests.swift	latest testflight inbox email says: remodex version 1.4, build 124 subject: "remodex - remote ai coding 1.4 (124) for io	STRING
HIGH	…Mobile/CodexMobileTests/TurnTimelineReducerTests.swift	status: inprogress path: sources/app.swift kind: update totals: +2 -1	STRING
HIGH	…eTests/CodexServiceIncomingCommandExecutionTests.swift	status: inprogress path: sources/app.swift kind: update totals: +2 -1	STRING
HIGH	…ile/CodexMobileTests/TurnSessionDiffSummaryTests.swift	status: inprogress path: sources/app.swift kind: update totals: +2 -1	STRING
HIGH	…odexMobileTests/TurnFileChangeSummaryParserTests.swift	status: inprogress path: sources/app.swift kind: update totals: +2 -1	STRING

Over-Commented Block52 hits · 50 pts

Severity	File	Line	Snippet	Context
LOW	phodex-bridge/bin/phodex.js	1	#!/usr/bin/env node	COMMENT
LOW	phodex-bridge/src/desktop-ipc-live-owner.js	1961	// steer ("Steered conversation"), so the prompt must live ONLY in params.	COMMENT
LOW	phodex-bridge/src/desktop-ipc-action-follower.js	821	// Desktop echoes of a locally-streamed thread must not become follower	COMMENT
LOW	phodex-bridge/src/desktop-ipc-action-follower.js	1041	clearFollowerState();	COMMENT
LOW	phodex-bridge/src/thread-list-provenance.js	1	// FILE: thread-list-provenance.js	COMMENT
LOW	…yKit.xcframework/ios-arm64-simulator/Headers/ghostty.h	1	// Ghostty embedding API. The documentation for the embedding API is	COMMENT
LOW	…yKit.xcframework/ios-arm64-simulator/Headers/ghostty.h	21	typedef SSIZE_T ssize_t;	COMMENT
LOW	…yKit.xcframework/ios-arm64-simulator/Headers/ghostty.h	41	#ifdef GHOSTTY_BUILD_SHARED	COMMENT
LOW	…dor/GhosttyKit.xcframework/ios-arm64/Headers/ghostty.h	1	// Ghostty embedding API. The documentation for the embedding API is	COMMENT
LOW	…dor/GhosttyKit.xcframework/ios-arm64/Headers/ghostty.h	21	typedef SSIZE_T ssize_t;	COMMENT
LOW	…dor/GhosttyKit.xcframework/ios-arm64/Headers/ghostty.h	41	#ifdef GHOSTTY_BUILD_SHARED	COMMENT
LOW	…Mobile/CodexMobile/Models/String+PathDisplayName.swift	1	// FILE: String+PathDisplayName.swift	COMMENT
LOW	…ile/CodexMobile/Models/CodexSyntheticIdentifiers.swift	1	// FILE: CodexSyntheticIdentifiers.swift	COMMENT
LOW	CodexMobile/CodexMobile/Views/SidebarView.swift	1	// FILE: SidebarView.swift	COMMENT
LOW	…bile/CodexMobile/Views/Sidebar/SidebarHeaderView.swift	1	// FILE: SidebarHeaderView.swift	COMMENT
LOW	…CodexMobile/Views/Sidebar/SidebarBottomActionBar.swift	1	// FILE: SidebarBottomActionBar.swift	COMMENT
LOW	…Mobile/Views/Sidebar/SidebarProjectSectionHeader.swift	1	// FILE: SidebarProjectSectionHeader.swift	COMMENT
LOW	…bile/CodexMobile/Views/Sidebar/SidebarActionPill.swift	1	// FILE: SidebarActionPill.swift	COMMENT
LOW	…exMobile/Views/Sidebar/SidebarContentScopePicker.swift	1	// FILE: SidebarContentScopePicker.swift	COMMENT
LOW	…e/CodexMobile/Views/Sidebar/SidebarSectionHeader.swift	1	// FILE: SidebarSectionHeader.swift	COMMENT
LOW	…dexMobile/Views/Sidebar/SidebarToolbarIconButton.swift	1	// FILE: SidebarToolbarIconButton.swift	COMMENT
LOW	…dexMobile/Views/Sidebar/SidebarThreadContextMenu.swift	1	// FILE: SidebarThreadContextMenu.swift	COMMENT
LOW	…CodexMobile/Views/Sidebar/SidebarForegroundStyle.swift	1	// FILE: SidebarForegroundStyle.swift	COMMENT
LOW	…odexMobile/Views/Settings/SettingsBaseComponents.swift	1	// FILE: SettingsBaseComponents.swift	COMMENT
LOW	…e/CodexMobile/Views/Shared/AdaptiveGlassModifier.swift	221	}	COMMENT
LOW	CodexMobile/CodexMobile/Views/Shared/ToolCallIcon.swift	1	// FILE: ToolCallIcon.swift	COMMENT
LOW	…ile/CodexMobile/Views/Shared/AppMenuPresentation.swift	1	// FILE: AppMenuPresentation.swift	COMMENT
LOW	…obile/CodexMobile/Views/Shared/FullScreenOverlay.swift	1	// FILE: FullScreenOverlay.swift	COMMENT
LOW	…obile/CodexMobile/Views/Shared/FullScreenOverlay.swift	21	// the keyboard stays visible on top.	COMMENT
LOW	…obile/CodexMobile/Views/Shared/CircularIconBadge.swift	1	// FILE: CircularIconBadge.swift	COMMENT
LOW	…Mobile/CodexMobile/Views/Shared/UIKitContextMenu.swift	1	// FILE: UIKitContextMenu.swift	COMMENT
LOW	…Mobile/CodexMobile/Views/Shared/UIKitContextMenu.swift	21	// itself to. SwiftUI does not expose the underlying host view of an	COMMENT
LOW	CodexMobile/CodexMobile/Views/Shared/HapticButton.swift	1	// FILE: HapticButton.swift	COMMENT
LOW	CodexMobile/CodexMobile/Views/Shared/RemodexIcon.swift	261	if explicitSize != nil {	COMMENT
LOW	…ws/Turn/Messages/StreamingInlineMarkupAutoCloser.swift	1	// FILE: StreamingInlineMarkupAutoCloser.swift	COMMENT
LOW	…Turn/Messages/StreamingAssistantMarkdownTextView.swift	21	// when the user flips theme or accent mid-stream (otherwise equality would suppress it).	COMMENT
LOW	…ews/Turn/Messages/StreamingMarkdownBlockSplitter.swift	1	// FILE: StreamingMarkdownBlockSplitter.swift	COMMENT
LOW	…bile/Views/Turn/Messages/StreamingMarkdownReveal.swift	21	static let positionQuantization = 4.0	COMMENT
LOW	…Mobile/Views/Turn/Messages/TurnMessageComponents.swift	1	// FILE: TurnMessageComponents.swift	COMMENT
LOW	…Views/Turn/Composer/TurnComposerRuntimeUIKitMenu.swift	1	// FILE: TurnComposerRuntimeUIKitMenu.swift	COMMENT
LOW	…Views/Turn/Composer/ComposerRuntimeSliderOverlay.swift	1	// FILE: ComposerRuntimeSliderOverlay.swift	COMMENT
LOW	…CodexMobile/Views/Turn/Composer/TurnComposerView.swift	101	let onSteerQueuedDraft: (String) -> Void	COMMENT
LOW	…/CodexMobile/Views/Turn/Composer/UIKitMenuButton.swift	1	// FILE: UIKitMenuButton.swift	COMMENT
LOW	…/CodexMobile/Views/Turn/Composer/UIKitMenuButton.swift	21	// to that VC's view instead.	COMMENT
LOW	…n/Composer/TurnComposerCollapsibleContextCluster.swift	1	// FILE: TurnComposerCollapsibleContextCluster.swift	COMMENT
LOW	…CodexMobile/Views/Turn/Composer/TurnMentionChips.swift	1	// FILE: TurnMentionChips.swift	COMMENT
LOW	…exMobile/Views/Turn/Timeline/TurnTimelineReducer.swift	1341	key: key,	COMMENT
LOW	…CodexMobile/Views/Turn/Git/TurnGitActionsToolbar.swift	161	// NSUnknownKeyException if a future iOS removes the private property, and the	COMMENT
LOW	…obile/CodexMobile/Services/CodexService+Incoming.swift	3501	requestImmediateActiveThreadSync(threadId: threadId, forceHistoryRefresh: true)	COMMENT
LOW	CodexMobile/CodexMobile/Services/CodexService.swift	661	// buffered reconnect replay): timeline refreshes and derived-output cache	COMMENT
LOW	…dexMobile/Services/StreamingUIInteractionMonitor.swift	1	// FILE: StreamingUIInteractionMonitor.swift	COMMENT
LOW	…le/Services/Coordination/WorktreeFlowCoordinator.swift	21		COMMENT

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	phodex-bridge/test/desktop-ipc-live-owner.test.js	3340	const turnIds = snapshot.params.change.conversationState.turns.map((turn) => turn.turnId);	CODE
CRITICAL	phodex-bridge/test/desktop-ipc-live-owner.test.js	4527	&& frame.params.change.conversationState.turns.some((turn) => turn.turnId === "turn-fresh")	CODE
CRITICAL	phodex-bridge/test/desktop-ipc-live-owner.test.js	4529	const turnIds = reclaimBroadcast.params.change.conversationState.turns.map((turn) => turn.turnId);	CODE

Modern AI Meta-Vocabulary8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	AGENTS.md	7	## Core guardrails	COMMENT
MEDIUM	AGENTS.md	21	## iOS runtime + timeline guardrails	COMMENT
MEDIUM	AGENTS.md	32	## Local connection guardrails	COMMENT
MEDIUM	AGENTS.md	41	## Build guardrails	COMMENT
MEDIUM	CLAUDE.md	7	## Core guardrails	COMMENT
MEDIUM	CLAUDE.md	21	## iOS runtime + timeline guardrails	COMMENT
MEDIUM	CLAUDE.md	32	## Local connection guardrails	COMMENT
MEDIUM	CLAUDE.md	41	## Build guardrails	COMMENT

Fake / Example Data14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	phodex-bridge/test/account-status.test.js	59	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	77	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	94	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	112	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	130	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	148	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	166	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	359	email: "user@example.com",	CODE
LOW	phodex-bridge/test/account-status.test.js	377	email: "user@example.com",	CODE
LOW	CodexMobile/CodexMobileTests/CodexGPTAccountTests.swift	64	"email": .string("user@example.com"),	CODE
LOW	CodexMobile/CodexMobileTests/CodexGPTAccountTests.swift	78	XCTAssertEqual(service.gptAccountSnapshot.email, "user@example.com")	CODE
LOW	CodexMobile/CodexMobileTests/CodexGPTAccountTests.swift	457	"email": .string("user@example.com"),	CODE
LOW	CodexMobile/CodexMobileTests/CodexGPTAccountTests.swift	527	email: "user@example.com",	CODE
LOW	CodexMobile/CodexMobileTests/CodexGPTAccountTests.swift	541	"email": .string("user@example.com"),	CODE

Structural Annotation Overuse7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	plans/001-prevent-launchagent-restart-loops.md	192	### Step 1: Add regression tests that define the launch and removal contract	COMMENT
LOW	plans/001-prevent-launchagent-restart-loops.md	244	### Step 2: Guard launchd execution without weakening real failure recovery	COMMENT
LOW	plans/001-prevent-launchagent-restart-loops.md	289	### Step 3: Regenerate legacy plists during restart	COMMENT
LOW	plans/001-prevent-launchagent-restart-loops.md	325	### Step 4: Add an idempotent service-uninstall operation	COMMENT
LOW	plans/001-prevent-launchagent-restart-loops.md	357	### Step 5: Expose `remodex uninstall-service`	COMMENT
LOW	plans/001-prevent-launchagent-restart-loops.md	393	### Step 6: Document upgrade migration and clean removal	COMMENT
LOW	plans/001-prevent-launchagent-restart-loops.md	426	### Step 7: Run the complete bridge verification and inspect scope	COMMENT

Slop Phrases2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ramework/ios-arm64-simulator/Headers/ghostty/vt/wasm.h	32	* Here's a simple example of using the Wasm utilities with the key encoder:	COMMENT
MEDIUM	…ttyKit.xcframework/ios-arm64/Headers/ghostty/vt/wasm.h	32	* Here's a simple example of using the Wasm utilities with the key encoder:	COMMENT

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	phodex-bridge/src/opencode-runtime.js	1228	async function handleRequest(parsed) {	CODE
LOW	phodex-bridge/src/thread-activity-store.js	36	function handleRequest(message) {	CODE

Emanuele-web04/remodex

Open-Source Code Quality, Security and Technical Debt Review