3.0

Adjusted Signal

3.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

2.4K

Stars

TypeScript

Language

1.1M

Lines of Code

4.7K

Files

1.9K

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 7.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1587 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.3/100 · LOW

Are imports declared and package/API names verified? 115 finding(s).

Agent Over-Engineering Ratio 6.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1085 finding(s).

PR Review Velocity Impact 13.4/100 · LOW

Which changes need focused human review? 1904 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 76HIGH 16MEDIUM 192LOW 1620

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 1904 distinct pattern matches across 19 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.

Hallucination Indicators76 hits · 895 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ndroid/src/main/java/com/mentra/bluetoothsdk/Bridge.kt	105	com.mentra.bluetoothsdk.utils.NativeLog.i(TAG, message)	CODE
CRITICAL	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	907	com.mentra.bluetoothsdk.stt.WakeWordDetector.configure(enabled, modelDir)	CODE
CRITICAL	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	931	com.mentra.bluetoothsdk.stt.SpeechActivityDetector.configure(enabled, minSilenceMs)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1046	com.mentra.bluetoothsdk.stt.STTTools.setSttModelDetails(context, path, languageCode)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1054	com.mentra.bluetoothsdk.stt.STTTools.getSttModelPath(context)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1062	com.mentra.bluetoothsdk.stt.STTTools.checkSTTModelAvailable(context)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1066	com.mentra.bluetoothsdk.stt.STTTools.validateSTTModel(path)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1074	com.mentra.bluetoothsdk.stt.STTTools.extractTarBz2(sourcePath, destinationPath)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1085	com.mentra.core.tts.TTSTools.setTtsModelDetails(context, path, languageCode)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1093	com.mentra.core.tts.TTSTools.getTtsModelPath(context)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1101	com.mentra.core.tts.TTSTools.getTtsModelLanguage(context)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1109	com.mentra.core.tts.TTSTools.checkTTSModelAvailable(context)	CODE
CRITICAL⚡	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1113	com.mentra.core.tts.TTSTools.validateTTSModel(path)	CODE
CRITICAL	…ain/java/com/mentra/bluetoothsdk/BluetoothSdkModule.kt	1129	com.mentra.core.tts.TTSTools.generateTtsAudio(	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	377	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Processing received bytes for JSON extraction");	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	381	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Received data is null or too short to be val	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	387	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Not in K900 protocol format (missing ## mark	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	402	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Command type: 0x" + String.format("%02X", comman	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	407	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Not a JSON/string command type (0x30), got:	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	413	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Received data size (" + data.length +	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	420	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "End markers ($$) not found where expected");	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	432	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Extracted JSON payload bytes: " + payloadLen	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	434	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "Error converting payload to string", e);	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	440	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Payload is not valid JSON");	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	451	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Detected C-wrapped format");	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	458	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Inner content is not JSON, returning	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	467	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "Error parsing JSON payload: " + e.getMessage	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	499	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "📦 JSON DATA BEFORE C-WRAPPING: " + origi	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	503	if (com.mentra.bluetoothsdk.utils.NativeLog.isLoggable("K900ProtocolUtils", com.mentra.bluetoothsdk.util	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	508	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "📦 AFTER C-WRAPPING & PROTOCOL FORMAT	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	509	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "📦 Total formatted length: " + format	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	515	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "📦 Data already C-wrapped or not JSON: "	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	516	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Formatting data with K900 protocol (addi	CODE
CRITICAL⚡	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	521	com.mentra.bluetoothsdk.utils.NativeLog.d("K900ProtocolUtils", "Applying protocol format to raw bytes");	CODE
CRITICAL	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	81	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "Error creating JSON wrapper", e);	CODE
CRITICAL	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	193	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "Error creating JSON wrapper for K900", e);	CODE
CRITICAL	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	217	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "🔄 Formatting message: " + jsonData);	CODE
CRITICAL	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	228	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "🔄 After C-wrapping: " + wrappedJson);	CODE
CRITICAL	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	246	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "❌ Error in formatMessageForTransmission", e)	CODE
CRITICAL	…a/com/mentra/bluetoothsdk/utils/K900ProtocolUtils.java	265	com.mentra.bluetoothsdk.utils.NativeLog.e("K900ProtocolUtils", "Error creating C-wrapped JSON", e);	CODE
CRITICAL	…d/src/main/java/com/mentra/bluetoothsdk/utils/AES.java	32	com.mentra.bluetoothsdk.utils.NativeLog.e("AES", "Native exception", e);	CODE
CRITICAL	…d/src/main/java/com/mentra/bluetoothsdk/utils/AES.java	35	com.mentra.bluetoothsdk.utils.NativeLog.e("AES", "Native exception", e);	CODE
CRITICAL	…ntra/bluetoothsdk/utils/audio/ByteUtilAudioPlayer.java	192	com.mentra.bluetoothsdk.utils.NativeLog.e("ByteUtilAudioPlayer", "Native exception", e);	CODE
CRITICAL	…id/src/main/java/com/mentra/bluetoothsdk/sgcs/Mach1.kt	1130	com.mentra.bluetoothsdk.utils.NativeLog.e("Mach1", "Native exception", e!!)	CODE
CRITICAL	…c/main/java/com/mentra/bluetoothsdk/sgcs/MentraLive.kt	4442	com.mentra.bluetoothsdk.streaming.StreamControllerProbe.response(values)?.let {	CODE
CRITICAL	…/src/main/java/com/mentra/bluetoothsdk/tts/TTSTools.kt	167	com.mentra.bluetoothsdk.utils.NativeLog.e("TTSTools", "Native exception", e)	CODE
CRITICAL	…main/java/com/mentra/bluetoothsdk/services/PhoneMic.kt	358	com.mentra.bluetoothsdk.utils.NativeLog.e("PhoneMic", "Native exception", e)	CODE
CRITICAL	…/src/main/java/com/mentra/bluetoothsdk/stt/STTTools.kt	300	com.mentra.bluetoothsdk.utils.NativeLog.e("STTTools", "Native exception", e)	CODE
CRITICAL	…t/java/com/mentra/acsmeeting/audio/PcmResamplerTest.kt	99	assertThat(pieces[i].toInt()).isCloseTo(whole[i].toInt(), org.assertj.core.data.Offset.offset(1))	CODE
CRITICAL	…t/java/com/mentra/acsmeeting/audio/PcmResamplerTest.kt	122	assertThat(taps.sum().toDouble()).isCloseTo(1.0, org.assertj.core.data.Offset.offset(1e-4))	CODE
CRITICAL	…rc/main/java/com/mentra/acsmeeting/AcsMeetingModule.kt	110	com.mentra.glassesmedia.trace.SoftApTrace.begin(traceId)	CODE
CRITICAL	…rc/main/java/com/mentra/acsmeeting/AcsMeetingModule.kt	153	com.mentra.glassesmedia.trace.SoftApTrace.failure("scoped_network_lost_midcall", "code" to error.code)	CODE
CRITICAL	…rc/main/java/com/mentra/acsmeeting/AcsMeetingModule.kt	168	com.mentra.glassesmedia.trace.SoftApTrace.failure("wifi_disabled_at_join")	CODE
CRITICAL	…rc/main/java/com/mentra/acsmeeting/AcsMeetingModule.kt	175	com.mentra.glassesmedia.trace.SoftApTrace.stage(	CODE
CRITICAL	mobile/modules/crust/plugin/src/withAndroid.ts	154	if (com.mentra.crust.services.NotificationProcess.isCurrent(this)) {	CODE
CRITICAL	mobile/modules/crust/plugin/src/withAndroid.ts	160	if (com.mentra.crust.services.NotificationProcess.isCurrent(this)) {	CODE
CRITICAL	mobile/modules/crust/plugin/src/withAndroid.ts	178	if (com.mentra.crust.services.NotificationProcess.isCurrent(this)) {	CODE
CRITICAL	mobile/modules/crust/plugin/src/withAndroid.ts	184	if (com.mentra.crust.services.NotificationProcess.isCurrent(this)) {	CODE
CRITICAL⚡	…/android/src/main/java/com/mentra/crust/CrustModule.kt	488	com.google.android.gms.location.LocationRequest.Builder(	CODE
CRITICAL⚡	…/android/src/main/java/com/mentra/crust/CrustModule.kt	495	com.google.android.gms.location.LocationSettingsRequest.Builder()	CODE
16 more matches not shown…

Hyper-Verbose Identifiers883 hits · 862 pts

Severity	File	Line	Snippet	Context
LOW	…tions/src/background/controllers/CaptionsController.ts	751	export function isSupportedCaptionTimeoutSeconds(seconds: number): boolean {	CODE
LOW	…on/src/background/controllers/TranslationController.ts	52	function isSameLanguagePassthrough(	CODE
LOW	…gation/src/background/managers/AudioGuidanceManager.ts	510	export function selectAudioGuidanceDistance(	CODE
LOW	miniapps/navigation/src/ui/router.tsx	34	export function suppressNextRouterPopOnce(): void {	CODE
LOW	miniapps/navigation/src/ui/router.tsx	42	export function clearSuppressNextRouterPop(): void {	CODE
LOW	miniapps/navigation/src/ui/store/navStore.ts	77	export function installChannelSubscribers(): void {	CODE
LOW	agents/frame_supp.md	147	export function BrilliantLabsFramePairingGuide() {	CODE
LOW	agents/ios_ctkd_resolution.md	497	export function BluetoothAudioPairingGuide({	CODE
LOW	…s/2026-05-16-navigation-miniapp-two-layer-migration.md	3012	export function installChannelSubscribers(): void {	CODE
LOW	mobile/plugins/android.ts	57	function withProjectBuildGradleModifications(config: any) {	CODE
LOW	mobile/plugins/android.ts	161	function withAppBuildGradleModifications(config: any) {	CODE
LOW	mobile/plugins/android.ts	311	function withAndroidManifestModifications(config: any) {	CODE
LOW	mobile/plugins/android.ts	621	function withGradlePropertiesModifications(config: any) {	CODE
LOW	mobile/plugins/android.ts	695	function withSettingsGradleModifications(config: any) {	CODE
LOW	mobile/plugins/remove-ipad-orientations.js	3	module.exports = function withRemoveIpadOrientations(config) {	CODE
LOW	mobile/ci/coordinated-downloads-test.py	21	def test_registered_device_export_explicitly_preserves_swift_symbols(self):	CODE
LOW	mobile/ci/coordinated-downloads-test.py	37	def test_ota_runtime_override_cannot_hide_behind_correct_bundle_strings(self):	CODE
LOW	mobile/ci/coordinated-downloads-test.py	85	def test_accepts_resigning_without_dropping_the_bytewise_guarantee(self):	CODE
LOW	mobile/ci/coordinated-downloads-test.py	93	def test_accepts_changed_signature_allocation_without_touching_signed_exports(self):	CODE
LOW	mobile/ci/coordinated-downloads-test.py	111	def test_changed_code_is_rejected_and_exact_pair_survives_temporary_cleanup(self):	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	15	def test_legacy_download_includes_the_shared_app_lease_dependency(self):	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	54	def test_allows_one_profile_for_both_device_types(self):	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	57	def test_rejects_app_store_enterprise_development_and_expired_profiles(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_artifacts.py	85	def test_accepts_embedded_pin_for_both_iphone_and_mac(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_artifacts.py	88	def test_rejects_disabled_ota_and_stale_head_or_pr(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_artifacts.py	96	def test_packaged_config_cannot_silently_disable_or_override_embedded_pin(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_artifacts.py	105	def test_requires_exported_expo_config(self):	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	118	def test_records_the_backend_selected_by_the_pr_base(self):	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	124	def test_never_relabels_another_backend_or_a_different_compilation(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_artifacts.py	138	def test_failed_private_signing_is_not_reported_as_success(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_artifacts.py	143	def test_private_probe_uses_selected_identity_and_rejects_a_different_signer(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_artifacts.py	151	def test_framework_signing_only_mutates_a_temporary_copy(self):	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	177	def test_framework_symlinks_cannot_escape_to_other_files(self):	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	189	def test_existing_signing_selection_does_not_need_profile_or_secret_import(self):	CODE
LOW	mobile/ci/pr-ios/test_cleanup_workflow.py	33	def test_directory_not_empty_and_busy_races_recover(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_cleanup_workflow.py	49	def test_persistent_race_exhausts_bounded_retries_and_fails(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_cleanup_workflow.py	57	def test_permission_and_io_errors_fail_without_retry(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_cleanup_workflow.py	64	def test_missing_child_is_retried_but_missing_root_is_success(self):	CODE
LOW	mobile/ci/pr-ios/test_cleanup_workflow.py	78	def test_root_recreated_after_deletion_is_retried(self):	CODE
LOW	mobile/ci/pr-ios/test_cleanup_workflow.py	91	def test_cli_removes_only_requested_outputs_and_preserves_symlink_destination(self):	CODE
LOW	mobile/ci/pr-ios/test_cleanup_workflow.py	117	def test_cli_refuses_a_symlinked_parent_directory(self):	CODE
LOW	mobile/ci/pr-ios/test_cleanup_workflow.py	129	def test_bootstrap_precedes_checkout_and_clean_retry_reuses_it(self):	CODE
LOW	mobile/ci/pr-ios/test_repackage.py	44	def test_repackaging_updates_pr_identity_and_ota_without_changing_compiled_code(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_repackage.py	55	def test_rejects_mutated_javascript_or_resources(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_repackage.py	61	def test_rejects_mutated_native_code_even_after_valid_resigning(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_repackage.py	69	def test_signature_allocation_does_not_reject_unchanged_compiled_app(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_repackage.py	79	def test_rejects_unrelated_info_plist_changes(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_repackage.py	87	def test_legacy_or_different_source_artifacts_require_compilation(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	27	def test_installer_origin_follows_the_building_repository(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	33	def test_missing_credentials_fail_before_importing_or_building(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	39	def test_only_one_valid_mentra_developer_id_application_is_accepted(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	54	def test_intermediate_match_requires_exact_der_bytes(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	64	def test_existing_exact_intermediate_is_not_imported_again(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	73	def test_missing_intermediate_is_imported_and_verified_in_the_exact_job_keychain(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	82	def test_intermediate_failures_are_not_treated_as_already_installed(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	182	def test_doppler_rejects_unrelated_secret_names_and_invalid_service_tokens_without_requests(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	191	def test_secret_failure_does_not_echo_password_or_command(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	198	def test_secret_timeout_does_not_echo_password_or_command(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	206	def test_signing_lock_wait_does_not_use_the_general_command_timeout(self):	CODE
LOW⚡	mobile/ci/pr-ios/test_mac_installer.py	290	def test_rejected_notarization_keeps_diagnostics_and_never_staples(self):	CODE
823 more matches not shown…

Decorative Section Separators167 hits · 501 pts

Severity	File	Line	Snippet	Context
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	72	// ── Settings defaults (mirror SettingsManager) ─────────────────────────────	COMMENT
MEDIUM⚡	…tions/src/background/controllers/CaptionsController.ts	112	// ── Settings state (SettingsManager) ─────────────────────────────────────	COMMENT
MEDIUM⚡	…tions/src/background/controllers/CaptionsController.ts	115	// ── Transcript list state (TranscriptsManager) ───────────────────────────	COMMENT
MEDIUM⚡	…tions/src/background/controllers/CaptionsController.ts	119	// ── Display state (DisplayManager) ───────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	185	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	187	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	263	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	265	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	414	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	416	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	485	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	487	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	623	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tions/src/background/controllers/CaptionsController.ts	625	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	miniapps/captions/src/shared/channels.ts	26	// ── background → UI ────────────────────────────────────────────────────	COMMENT
MEDIUM	miniapps/captions/src/shared/channels.ts	43	// ── UI → background ────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	88	// ── Playback state ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	108	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	110	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	206	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	208	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	229	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	231	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	306	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	308	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	383	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	385	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	419	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	421	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	506	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	508	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	633	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	635	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	666	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	668	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	750	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	752	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	775	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…r/src/background/controllers/TeleprompterController.ts	777	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…niapps/teleprompter/src/ui/components/SettingsView.tsx	107	// ── Building blocks ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	miniapps/teleprompter/src/ui/hooks/useTeleprompter.ts	64	// ── Settings writes (optimistic) ─────────────────────────────────────────	COMMENT
MEDIUM	miniapps/teleprompter/src/ui/hooks/useTeleprompter.ts	119	// ── Transport ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	miniapps/teleprompter/src/shared/channels.ts	14	// ── background → UI ────────────────────────────────────────────────────	COMMENT
MEDIUM	miniapps/teleprompter/src/shared/channels.ts	23	// ── UI → background ────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	88	// ── Settings defaults (mirror SettingsManager) ─────────────────────────────	COMMENT
MEDIUM⚡	…on/src/background/controllers/TranslationController.ts	124	// ── Settings state (SettingsManager) ─────────────────────────────────────	COMMENT
MEDIUM⚡	…on/src/background/controllers/TranslationController.ts	127	// ── Translation list state ───────────────────────────────────────────────	COMMENT
MEDIUM⚡	…on/src/background/controllers/TranslationController.ts	131	// ── Display state (DisplayManager) ───────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	195	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	197	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	251	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	253	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	304	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	306	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	440	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	442	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	488	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	490	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	623	// ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…on/src/background/controllers/TranslationController.ts	625	// ───────────────────────────────────────────────────────────────────────	COMMENT
107 more matches not shown…

Over-Commented Block548 hits · 478 pts

Severity	File	Line	Snippet	Context
LOW	bunfig.toml	1	# Use the isolated linker so workspace packages that are ALSO members of other	COMMENT
LOW	…r/src/background/controllers/TeleprompterController.ts	641	this.manualTopLine = null	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	81	// when the turn direction changes (rasterizing the BMP is the cost; resending	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	101	// page was torn down it may be blank. So: a recurring timer checks whether a	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	121	private forceMinimapPush = false	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	141	// pump so it doesn't repaint the minimap/text over the large map.	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	161	private lastCoordsAt = 0	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	181	// Live perpendicular distance to the route while in the advisory	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	581	? this.cachedInstructions[i] \|\| null	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	621	// Push the initial pivot snapshot. The SDK's onPivot only fires	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	741	this.cancelPendingRebuild()	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1261	// "Welcome" on the glasses after dispose() has already cleared.	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1541		COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1561	// layout, same source, same precedence. If you tweak one, tweak the	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1581	// stays null below, which clears the HUD.	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1601	// box is — recomputed live from this.coords against the route polyline	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1621	// replaces the distance right at the turn. The ARROW and atTurn come from	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1681	// The separate top maneuver box lagged/glitched, so we drop it and blank it.	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1721	}	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1801	/**	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	1841	// position after a burst of rapid GPS fixes still reaches the glasses. (A	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	2061	/* next maneuver tick will retry */	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	2101	// the HUD) or the user returns to within ADVISORY_M (back to the original	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	2141	this.appendLog(`[NavOffRoute] ${msg}`)	COMMENT
LOW	…apps/navigation/src/background/NavigationController.ts	2161	// 1. ALONG-ROUTE: the user has walked nearly the whole route polyline (the	COMMENT
LOW	…s/navigation/src/background/managers/DisplayManager.ts	61	// without overlapping and still fit the 220px-tall HUD canvas exactly.	COMMENT
LOW	miniapps/navigation/src/ui/pages/AddPlacePage/index.tsx	41	const [loading, setLoading] = useState(false)	COMMENT
LOW	miniapps/navigation/src/ui/pages/AddPlacePage/index.tsx	61	const [editingType, setEditingType] = useState<"home" \| "work" \| null>(presetType ?? null)	COMMENT
LOW	miniapps/navigation/src/ui/pages/AddPlacePage/index.tsx	101	const queryRef = useRef(query)	COMMENT
LOW	miniapps/navigation/src/ui/pages/AddPlacePage/index.tsx	141	}, [searchActive])	COMMENT
LOW	miniapps/navigation/src/ui/pages/AddPlacePage/index.tsx	181	entryPushed: searchEntryPushedRef.current,	COMMENT
LOW	…igation/src/ui/pages/NavigationPage/NavigationPage.tsx	61	function normalizeRoad(road: string): string {	COMMENT
LOW	…igation/src/ui/pages/NavigationPage/NavigationPage.tsx	81	// PROBE_METERS is deliberately wide (~22m): real street corners are	COMMENT
LOW	…igation/src/ui/pages/NavigationPage/NavigationPage.tsx	301	// emits `off_route` on EVERY tick while you're off the path, so	COMMENT
LOW	…igation/src/ui/pages/NavigationPage/NavigationPage.tsx	321	if (status === "navigating") setOffRouteSticky(false)	COMMENT
LOW	…igation/src/ui/pages/NavigationPage/NavigationPage.tsx	401	//	COMMENT
LOW	…igation/src/ui/pages/NavigationPage/NavigationPage.tsx	741	// would be too easy to do by accident.	COMMENT
LOW	…igation/src/ui/pages/NavigationPage/NavigationPage.tsx	781	lat: coord.lat,	COMMENT
LOW	miniapps/navigation/src/shared/maneuverDisplay.ts	81	// but `kind` still points at the wrong/next turn — that's the flash of the	COMMENT
LOW	agents/mentrajs-two-layer-miniapp-architecture.md	661	// Fires once each time a WebView mounts and acks `mentra.ready()`.	COMMENT
LOW	mobile/jest.setup.js	321	default: {forwardEvent: jest.fn()},	COMMENT
LOW	mobile/boundary-allowlist.txt	1	# Temporary allowlist for production host files that still touch raw island	COMMENT
LOW	mobile/doppler.yaml	1	# Repo-level Doppler defaults for the mobile client.	COMMENT
LOW	mobile/metro.config.js	61	// exact import specifiers to their source files sidesteps that and the package	COMMENT
LOW	mobile/metro.config.js	81	// we hit exactly this (an engine-side rename never took effect; a stale	COMMENT
LOW	mobile/metro.config.js	101	"@mentra/miniapp/react": path.join(MINIAPP_SRC, "react/index"),	COMMENT
LOW	mobile/.maestro/scripts/stream-preview-run.sh	1	#!/usr/bin/env bash	COMMENT
LOW	mobile/.maestro/flows/99-stress-jetsam-leak.yaml	1	appId: ${MAESTRO_APP_ID}	COMMENT
LOW	mobile/.maestro/flows/99-stress-jetsam-foreground.yaml	1	appId: ${MAESTRO_APP_ID}	COMMENT
LOW	mobile/scripts/runner-cleanup.sh	1	#!/bin/bash	COMMENT
LOW	mobile/scripts/runner-cleanup.sh	21	# * ~/.android/avd (any configured emulators)	COMMENT
LOW	mobile/scripts/setup-runner.sh	1	#!/bin/bash	COMMENT
LOW	mobile/scripts/setup-runner.sh	21	# (sudo xcodebuild -license accept will be run by this script too.)	COMMENT
LOW	mobile/scripts/setup-runner.sh	41	# GH_RUNNER_TOKEN - short-lived registration token from	COMMENT
LOW	mobile/scripts/stress-test/run-jetsam-test.sh	1	#!/usr/bin/env bash	COMMENT
LOW	mobile/modules/jspolyfill/src/startup.ts	861	if (bits >= 8) {	COMMENT
LOW	…e/modules/bluetooth-sdk/ios/Source/DeviceManager.swift	1	//	COMMENT
LOW	…ile/modules/bluetooth-sdk/ios/Source/Bridging-Header.h	1	//	COMMENT
LOW	…ios/Source/internal/BluetoothSdkAnalyticsTracker.swift	21	let name: String	COMMENT
LOW	…les/bluetooth-sdk/ios/Source/utils/JSCExperiment.swift	1	//	COMMENT
488 more matches not shown…

Structural Annotation Overuse49 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW⚡	agents/ai-denoising-plan.md	158	// Step 1: Lens distortion correction (existing)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	159	// Step 2: AI denoising (NEW)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	164	// Step 3: Tone mapping (existing)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	165	// Step 4: Color correction (existing)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	219	// Step 1: Lens distortion correction (existing)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	220	// Step 2: AI denoising (NEW)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	224	// Step 3: Tone mapping (existing)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	225	// Step 4: Vibrance (existing)	COMMENT
LOW⚡	agents/ai-denoising-plan.md	226	// Step 5: Color correction (existing)	COMMENT
LOW⚡	mobile/scripts/setup-ios.sh	91	# Step 1: Install npm dependencies	COMMENT
LOW⚡	mobile/scripts/setup-ios.sh	96	# Step 2: Run expo prebuild	COMMENT
LOW⚡	mobile/scripts/setup-ios.sh	101	# Step 3: Install CocoaPods dependencies	COMMENT
LOW	mobile/scripts/setup-ios.sh	119	# Step 4: Open Xcode workspace	COMMENT
LOW	mobile/scripts/old/fix-android-build.sh	18	# Step 1: Clean all build artifacts, caches, and lock files	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	35	# Step 2: Install dependencies with clean slate	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	40	# Step 3: Verify dependencies are healthy	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	49	# Step 4: Prebuild with Expo	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	54	# Step 5: Fix React Native symlinks	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	90	# Step 6: Clean Gradle cache	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	95	# Step 7: Final dependency check	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	103	# Step 8: Build Android	COMMENT
LOW⚡	…le/modules/crust/ios/Source/utils/ImageProcessor.swift	66	// Step 1: Lens distortion correction	COMMENT
LOW⚡	…le/modules/crust/ios/Source/utils/ImageProcessor.swift	71	// Step 2: Tone mapping — S-curve + vibrance	COMMENT
LOW⚡	…le/modules/crust/ios/Source/utils/ImageProcessor.swift	77	// Step 3: Color correction — linear warmth/tint	COMMENT
LOW⚡	…c/main/java/com/mentra/crust/utils/ImageProcessor.java	157	// Step 1: Lens distortion correction	COMMENT
LOW⚡	…c/main/java/com/mentra/crust/utils/ImageProcessor.java	165	// Step 2: Tone mapping + vibrance + color correction in linear space	COMMENT
LOW	mobile/src/app/miniapps/settings/profile.tsx	71	// Step 1: Initial warning	COMMENT
LOW	mobile/src/app/miniapps/settings/profile.tsx	82	// Step 2: Generic confirmation - delay to let first modal close	COMMENT
LOW	mobile/src/app/miniapps/settings/profile.tsx	94	// Step 3: Final severe warning - delay to let second modal close	COMMENT
LOW	mobile/src/app/auth/signup.tsx	129	// Step 1: Email input	COMMENT
LOW	mobile/src/app/auth/signup.tsx	173	// Step 2: Password + Confirm password	COMMENT
LOW	mobile/src/utils/LogoutUtils.ts	23	// Step 1: Invalidate both local credential owners before waiting for	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	64	// Step 2: Let that unmount actually commit before destroying what it was	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	69	// Step 3: Disconnect and forget any connected glasses	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	72	// Step 4: Stop island runtime services	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	75	// Step 5: Clear all app settings and user data	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	78	// Step 6: Clear any remaining auth-related storage	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	81	// Step 7: Reset status providers and event emitters	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	51	// Step 1: Capture the current view	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	58	// Step 2: Show the overlay with the old snapshot	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	63	// Step 3: Perform the navigation (user still sees old snapshot)	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	66	// Step 4: Wait a frame for navigation to complete, then capture new view	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	76	// Step 5: Set the new snapshot	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	79	// Step 6: Animate the transition	COMMENT
LOW	cloud-v2/tests/account-auth.integration.test.ts	387	// Step 1: request. Issues a code to the new address, applies NOTHING yet.	COMMENT
LOW	cloud-v2/tests/account-auth.integration.test.ts	398	// Step 2: a valid code (minted via the same service the email uses) applies it.	COMMENT
LOW	…d-v2/docs/runbooks/incident-response/pod-crash-loop.md	24	### Step 1: What was the exit code?	COMMENT
LOW	…d-v2/docs/runbooks/incident-response/pod-crash-loop.md	37	### Step 2: Look at the logs leading up to the crash	COMMENT
LOW	…d-v2/docs/runbooks/incident-response/pod-crash-loop.md	56	### Step 3: Was a deploy just rolling?	COMMENT

Verbosity Indicators37 hits · 76 pts

Severity	File	Line	Snippet	Context
LOW⚡	mobile/scripts/setup-ios.sh	91	# Step 1: Install npm dependencies	COMMENT
LOW⚡	mobile/scripts/setup-ios.sh	96	# Step 2: Run expo prebuild	COMMENT
LOW⚡	mobile/scripts/setup-ios.sh	101	# Step 3: Install CocoaPods dependencies	COMMENT
LOW	mobile/scripts/setup-ios.sh	119	# Step 4: Open Xcode workspace	COMMENT
LOW	mobile/scripts/old/fix-android-build.sh	18	# Step 1: Clean all build artifacts, caches, and lock files	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	35	# Step 2: Install dependencies with clean slate	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	40	# Step 3: Verify dependencies are healthy	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	49	# Step 4: Prebuild with Expo	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	54	# Step 5: Fix React Native symlinks	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	90	# Step 6: Clean Gradle cache	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	95	# Step 7: Final dependency check	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	103	# Step 8: Build Android	COMMENT
LOW⚡	…le/modules/crust/ios/Source/utils/ImageProcessor.swift	66	// Step 1: Lens distortion correction	COMMENT
LOW⚡	…le/modules/crust/ios/Source/utils/ImageProcessor.swift	71	// Step 2: Tone mapping — S-curve + vibrance	COMMENT
LOW⚡	…le/modules/crust/ios/Source/utils/ImageProcessor.swift	77	// Step 3: Color correction — linear warmth/tint	COMMENT
LOW⚡	…c/main/java/com/mentra/crust/utils/ImageProcessor.java	157	// Step 1: Lens distortion correction	COMMENT
LOW⚡	…c/main/java/com/mentra/crust/utils/ImageProcessor.java	165	// Step 2: Tone mapping + vibrance + color correction in linear space	COMMENT
LOW	mobile/src/app/miniapps/settings/profile.tsx	71	// Step 1: Initial warning	COMMENT
LOW	mobile/src/app/miniapps/settings/profile.tsx	82	// Step 2: Generic confirmation - delay to let first modal close	COMMENT
LOW	mobile/src/app/miniapps/settings/profile.tsx	94	// Step 3: Final severe warning - delay to let second modal close	COMMENT
LOW	mobile/src/app/auth/signup.tsx	129	// Step 1: Email input	COMMENT
LOW	mobile/src/app/auth/signup.tsx	173	// Step 2: Password + Confirm password	COMMENT
LOW	mobile/src/utils/LogoutUtils.ts	23	// Step 1: Invalidate both local credential owners before waiting for	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	64	// Step 2: Let that unmount actually commit before destroying what it was	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	69	// Step 3: Disconnect and forget any connected glasses	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	72	// Step 4: Stop island runtime services	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	75	// Step 5: Clear all app settings and user data	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	78	// Step 6: Clear any remaining auth-related storage	COMMENT
LOW⚡	mobile/src/utils/LogoutUtils.ts	81	// Step 7: Reset status providers and event emitters	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	51	// Step 1: Capture the current view	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	58	// Step 2: Show the overlay with the old snapshot	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	63	// Step 3: Perform the navigation (user still sees old snapshot)	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	66	// Step 4: Wait a frame for navigation to complete, then capture new view	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	76	// Step 5: Set the new snapshot	COMMENT
LOW⚡	…rc/components/navigation/SnapshotTransitionOverlay.tsx	79	// Step 6: Animate the transition	COMMENT
LOW	cloud-v2/tests/account-auth.integration.test.ts	387	// Step 1: request. Issues a code to the new address, applies NOTHING yet.	COMMENT
LOW	cloud-v2/tests/account-auth.integration.test.ts	398	// Step 2: a valid code (minted via the same service the email uses) applies it.	COMMENT

Empty Error Handlers14 hits · 70 pts

Severity	File	Line	Snippet	Context
HIGH	mobile/e2e-tests/scripts/live_word_monitor.py	324	except Exception:	CODE
HIGH	mobile/e2e-tests/scripts/live_word_monitor.py	2164	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	mobile/e2e-tests/scripts/live_word_monitor.py	2251	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	mobile/e2e-tests/scripts/live_word_monitor.py	2198	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	mobile/e2e-tests/scripts/live_word_monitor.py	1306	except (ValueError, TypeError):	CODE
HIGH	examples/bluetooth/local-demo-cloud/server.py	90	except OSError:	CODE
HIGH	examples/bluetooth/photo-webhook-server/server.py	126	except OSError:	CODE
HIGH	examples/bluetooth/photo-webhook-server/server.py	133	except OSError:	CODE
HIGH	examples/bluetooth/photo-webhook-server/server.py	337	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	…loy/azure/enterprise-reference/installer/test_setup.py	278	except RuntimeError:	CODE
HIGH	…2/deploy/azure/enterprise-reference/installer/setup.py	1965	except SetupError:	CODE
HIGH	…2/deploy/azure/enterprise-reference/installer/setup.py	828	except ValueError:	CODE
HIGH	…2/deploy/azure/enterprise-reference/installer/setup.py	1203	except (OSError, http.client.HTTPException, ValueError, AttributeError):	CODE
HIGH	…2/deploy/azure/enterprise-reference/installer/setup.py	789	except ValueError:	CODE

AI Slop Vocabulary12 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	.gitguardian.yaml	7	# Fake handshake token in the StreamPreview test harness; never a credential.	COMMENT
MEDIUM	.gitguardian.yaml	10	# SHA-256 of the earlier StreamPreview harness token fixture (GitGuardian incident 37534669).	COMMENT
MEDIUM	mobile/.maestro/flows/99-stress-jetsam-background.yaml	7	# Mount N dummies, then send the app to background. The harness's dwell	COMMENT
MEDIUM	mobile/.maestro/flows/99-stress-jetsam-leak.yaml	42	# Leave the screen alive so the harness's dwell timer can collect samples.	COMMENT
MEDIUM	mobile/.maestro/flows/99-stress-jetsam-leak.yaml	43	# The harness will tear down via app launch state on the next run.	COMMENT
MEDIUM	mobile/.maestro/flows/99-stress-jetsam-long.yaml	7	# Mount N dummies, then send the app to background. The harness's dwell	COMMENT
MEDIUM	mobile/.maestro/flows/99-stress-jetsam-foreground.yaml	42	# Leave the screen alive so the harness's dwell timer can collect samples.	COMMENT
MEDIUM	mobile/.maestro/flows/99-stress-jetsam-foreground.yaml	43	# The harness will tear down via app launch state on the next run.	COMMENT
MEDIUM	mobile/src/contexts/AuthContext.tsx	98	// chooses the consumer path. Preserve seamless upgrades for already	COMMENT
MEDIUM	mobile/src/effects/Compositor.tsx	303	// is seamless. Clamp the seed so a violent flick doesn't overshoot.	COMMENT
MEDIUM	cloud-v2/tests/soniox.integration.test.ts	112	// robust word checks, not an exact match (STT punctuation/casing varies)	COMMENT
MEDIUM	…ackages/runtime/src/services/audio/providers/soniox.ts	201	// Soniox identify even when hinted is robust to user accent / code-switch.)	COMMENT

Fake / Example Data25 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	…s/navigation/src/background/managers/DisplayManager.ts	195	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec venenatis vulputate lorem. Maecenas vestibulum mol	CODE
LOW	…s/navigation/src/background/managers/DisplayManager.ts	195	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Donec venenatis vulputate lorem. Maecenas vestibulum mol	CODE
LOW	agents/miniapp-store-backend-plan.md	334	"allowlist": ["user@example.com", "..."] // required when policy=ALLOWLIST	CODE
LOW	agents/tpa_triggers_wifi_setup_plan.md	710	userId: "user@example.com",	CODE
LOW	agents/tpa_triggers_wifi_setup_plan.md	765	userId: "user@example.com",	CODE
LOW	mobile/TEST_GALLERY_GUIDE.md	74	All test images are served from picsum.photos - a free Lorem Ipsum service for photos:	CODE
LOW	mobile/agents/notifications_restoration_plan.md	398	"title": "John Doe",	CODE
LOW	mobile/agents/notifications_restoration_plan.md	412	"title": "John Doe",	CODE
LOW	…droid/src/main/java/com/mentra/bluetoothsdk/sgcs/G1.kt	3689	val text = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore	CODE
LOW	…droid/src/main/java/com/mentra/bluetoothsdk/sgcs/G1.kt	3689	val text = "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore	CODE
LOW	…ine/src/services/__tests__/MentraJSLogPipeline.test.ts	21	expect(redactSecrets("user@example.com")).toBe("user@example.com")	CODE
LOW	mobile/assets/icons/tabler/glyph-map.json	3705	"placeholder": 63014,	CODE
LOW	mobile/src/components/glasses/Gallery/GalleryScreen.tsx	73	type: "server" \| "local" \| "placeholder"	CODE
LOW	mobile/src/components/glasses/Gallery/GalleryScreen.tsx	982	type: "placeholder" as const,	CODE
LOW	sdk/miniapp-cli/src/qr.test.ts	58	writeFileSync(outPath, 'placeholder', {mode: 0o644});	CODE
LOW⚡	…loy/azure/enterprise-reference/installer/test_setup.py	670	setup.update_configuration(self.directory, self.config, self.state, coreAdminEmails='admin@example.com')	CODE
LOW⚡	…loy/azure/enterprise-reference/installer/test_setup.py	674	self.assertEqual(config['coreAdminEmails'], 'admin@example.com')	CODE
LOW	cloud-v2/tests/miniapp-registry.integration.test.ts	275	const by = {reason: "test", createdBy: "admin@example.com"}	CODE
LOW	…oud-v2/tests/client-workspaces-api.integration.test.ts	200	const ws = await workspaceWithOwner("Acme Corp")	CODE
LOW	…oud-v2/tests/client-workspaces-api.integration.test.ts	205	workspace: {workspaceId: ws, name: "Acme Corp", role: "developer", membershipId: "wm_mu_dev"},	CODE
LOW	cloud-v2/tests/registry-service-api.integration.test.ts	240	const by = {reason: "test", createdBy: "admin@example.com"}	CODE
LOW	…ges/workspace-contract/src/forwarded-principal.test.ts	34	email: "admin@example.com",	CODE
LOW	…-v2/packages/runtime/src/services/audio/result.test.ts	19	mentraUserId: "user@example.com",	CODE
LOW	…oud-v2/packages/console-mcp/test/id-resolution.test.ts	18	mentraUserId: "user@example.com",	CODE
LOW	cloud-v2/packages/workspace-ui/src/test-dom.tsx	131	const SPOKEN_ATTRIBUTES = ["aria-label", "aria-description", "aria-roledescription", "aria-valuetext", "aria-placeholder	CODE

Modern AI Meta-Vocabulary9 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	agents/miniapp-sdk-overview.md	208	bunx create-mentra-miniapp my-app # scaffold	CODE
MEDIUM	…superpowers/plans/2026-08-26-public-hotspot-ota-api.md	130	### Task 1: Move orchestration into `useMentraLiveOta`	COMMENT
MEDIUM	…owers/plans/2026-08-27-cloud-v2-coordinated-release.md	113	## Phase 2: Dev and beta orchestration	COMMENT
MEDIUM	…owers/plans/2026-08-27-cloud-v2-coordinated-release.md	165	## Phase 3: Production orchestration	COMMENT
MEDIUM	…les/bluetooth-sdk/ios/Source/utils/JSCExperiment.swift	34	/// idevicesyslog is unreliable. The Documents file is the agentic-test	COMMENT
MEDIUM	mobile/modules/miniapp/src/sub-path-types.test-d.ts	55	// ----- compile-time guardrails ------------------------------------------	COMMENT
MEDIUM	…sues/020-glasses-status-boundary/integration-review.md	237	## Residual scaffolding (reconciled from the PR #3298 review)	COMMENT
MEDIUM	…sues/020-glasses-status-boundary/integration-review.md	239	PR #3298 (`notes/pr3167-island-scaffolding-review.md`, written against #3167 at	CODE
MEDIUM	cloud-v2/docs/issues/004-cloud-client/design.md	55	runtime.ts # cloud.runtime: the RuntimeModule, orchestrates the rest	CODE

Deep Nesting28 hits · 22 pts

Severity	File	Line	Context
LOW	mobile/ci/pr-ios/keychain-search.py	24	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	15	CODE
LOW	mobile/ci/pr-ios/test_artifacts.py	27	CODE
LOW	mobile/ci/pr-ios/test_mac_installer.py	121	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	449	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	524	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1084	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1287	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1712	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1820	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1872	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1989	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	2105	CODE
LOW	examples/bluetooth/local-demo-cloud/server.py	313	CODE
LOW	examples/bluetooth/photo-webhook-server/server.py	309	CODE
LOW	.github/scripts/repackage-pr-apk.py	19	CODE
LOW	.github/scripts/repackage-pr-apk.py	75	CODE
LOW	.github/scripts/ios-build-timeline.py	75	CODE
LOW	…loy/azure/enterprise-reference/installer/test_setup.py	155	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	756	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	1028	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	1193	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	1461	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	1539	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	1564	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	1779	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	2496	CODE
LOW	…2/deploy/azure/enterprise-reference/installer/setup.py	2541	CODE

Excessive Try-Catch Wrapping20 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	mobile/ci/pr-ios/mac_installer.py	55	except Exception as error:	CODE
LOW	mobile/ci/pr-ios/mac_installer.py	113	except Exception:	CODE
MEDIUM	mobile/ci/pr-ios/mac_installer.py	63	def run(*arguments, input=None, private=False, timeout=180):	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	324	except Exception:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	373	except Exception:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1273	except Exception as exc:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1284	except Exception as exc:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1661	except Exception as exc:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1746	except Exception as exc:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1981	except Exception as exc:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	2101	except Exception as exc:	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	2137	except Exception as exc:	CODE
LOW	mobile/scripts/stress-test/run-jetsam-test.sh	248	except Exception:	CODE
LOW	examples/bluetooth/photo-webhook-server/server.py	230	except Exception as error: # noqa: BLE001 - demo server should return readable errors.	CODE
LOW	scripts/local-stream/watch-local-stream-stats.sh	72	except Exception:	CODE
LOW	scripts/local-stream/watch-local-stream-stats.sh	144	except Exception:	CODE
LOW	scripts/local-stream/start-local-stream.sh	94	except Exception:	CODE
LOW	scripts/local-stream/start-local-stream.sh	121	except Exception:	CODE
LOW	scripts/local-stream/start-local-stream.sh	164	except Exception:	CODE
MEDIUM	…ploy/azure/enterprise-reference/installer/bootstrap.sh	44	print('Error: ' + message, file=sys.stderr)	CODE

Redundant / Tautological Comments11 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	agents/xiaomi_glasses_wifi_capture.sh	22	# Check if this line contains WiFi credentials	COMMENT
LOW	mobile/scripts/trim-transparent-borders.sh	14	# Check if ImageMagick is installed	COMMENT
LOW	mobile/scripts/trim-transparent-borders.sh	26	# Check if directory exists	COMMENT
LOW	mobile/scripts/setup-ios.sh	170	# Check if we're in the right directory	COMMENT
LOW	mobile/scripts/setup-sherpa-onnx-optional.sh	9	# Check if we're in a "scripts" directory	COMMENT
LOW	mobile/scripts/old/fix-android-build.sh	2	# Check if we're in a "scripts" directory	COMMENT
LOW⚡	mobile/scripts/old/fix-android-build.sh	108	# Check if build was successful	COMMENT
LOW	mobile/scripts/old/fix-react-native-symlinks.sh	2	# Check if we're in a "scripts" directory	COMMENT
LOW	mobile/scripts/old/fix-react-native-symlinks.sh	25	# Check if node_modules exists	COMMENT
LOW	mobile/scripts/old/fixXcodeCompletely.sh	3	# Check if we're in a "scripts" directory	COMMENT
LOW	.github/workflows/mentra-asg-client-build.yml	461	# Check if retry succeeded by looking for the APK	COMMENT

Unused Imports12 hits · 12 pts

Severity	File	Line	Context
LOW	mobile/ci/pr-ios/test_repackage.py	9	CODE
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	6	CODE
LOW	…ndroid/lc3Lib/src/main/cpp/liblc3/rnnoise/rnn_train.py	3	CODE
LOW	…ndroid/lc3Lib/src/main/cpp/liblc3/rnnoise/rnn_train.py	5	CODE
LOW	…ndroid/lc3Lib/src/main/cpp/liblc3/rnnoise/rnn_train.py	9	CODE
LOW	…ndroid/lc3Lib/src/main/cpp/liblc3/rnnoise/rnn_train.py	11	CODE
LOW	…ndroid/lc3Lib/src/main/cpp/liblc3/rnnoise/rnn_train.py	12	CODE
LOW	…ndroid/lc3Lib/src/main/cpp/liblc3/rnnoise/rnn_train.py	13	CODE
LOW	…ndroid/lc3Lib/src/main/cpp/liblc3/rnnoise/rnn_train.py	16	CODE
LOW	examples/bluetooth/local-demo-cloud/server.py	4	CODE
LOW	examples/bluetooth/photo-webhook-server/server.py	4	CODE
LOW	.github/scripts/ios-build-timeline.py	13	CODE

Cross-Language Confusion2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	…2/deploy/azure/enterprise-reference/installer/setup.py	1034	command = f'''bun -e "console.log('MENTRA_SCRIPT_READY'); const rl=require('node:readline').createInterface({{input:	CODE
HIGH	…2/deploy/azure/enterprise-reference/installer/setup.py	2116	'$existing = try { Get-CsApplicationAccessPolicy -Identity MentraMeetings } catch { $null }',	CODE

Example Usage Blocks7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	mobile/scripts/runner-cleanup.sh	30	# Usage:	COMMENT
LOW	mobile/scripts/setup-runner.sh	66	# Usage:	COMMENT
LOW	mobile/scripts/stress-test/run-jetsam-test.sh	13	# Usage:	COMMENT
LOW	mobile/src/utils/dev/debugging.tsx	291	// Example usage:	COMMENT
LOW	mobile/src/theme/colorTools.ts	109	// Example usage:	COMMENT
LOW	scripts/fetch-incident-logs.sh	8	# Usage:	COMMENT
LOW	scripts/local-stream/watch-local-stream-stats.sh	5	# Usage:	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	cloud-v2/doppler.yaml	8	# This file is checked in. It contains NO secrets — only project pointer.	COMMENT
MEDIUM	…e/enterprise-reference/scripts/ensure-vault-secrets.sh	4	# Create the deployment's signing keys directly in Key Vault, exactly once.	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…bile/modules/bluetooth-sdk/ios/Source/sgcs/Mach1.swift	545	// // don't forget to commit, this is a common mistake.	COMMENT

Modern Structural Boilerplate1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	mobile/e2e-tests/scripts/live_word_monitor.py	1535	def update_drop_tracking(self, device_id: str, device_state: MonitorDeviceState, utterance: UtteranceState \| None, n	CODE

Mentra-Community/MentraOS

Open-Source Code Quality, Security and Technical Debt Review