2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

1.9K

Stars

Kotlin

Language

738.1K

Lines of Code

4.7K

Files

428

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 161 finding(s).

Hallucinated Dependency & Supply Chain Risk 4.0/100 · LOW

Are imports declared and package/API names verified? 71 finding(s).

Agent Over-Engineering Ratio 4.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 204 finding(s).

PR Review Velocity Impact 8.8/100 · LOW

Which changes need focused human review? 428 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 57HIGH 1MEDIUM 211LOW 159

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 428 distinct pattern matches across 16 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 Indicators57 hits · 595 pts

Severity	File	Line	Snippet	Context
CRITICAL	…n/kotlin/org/meshtastic/schemastrings/SchemaCatalog.kt	125	val jar = File(FieldMetadataRegistry::class.java.protectionDomain.codeSource.location.toURI())	CODE
CRITICAL	…in/org/meshtastic/core/ui/component/NodeItemCompact.kt	543	val nowSeconds = org.meshtastic.core.common.util.nowSeconds.toInt()	CODE
CRITICAL	…in/kotlin/org/meshtastic/core/ui/util/PlatformUtils.kt	149	androidx.activity.result.contract.ActivityResultContracts.StartActivityForResult(),	CODE
CRITICAL	…in/kotlin/org/meshtastic/core/ui/util/PlatformUtils.kt	206	androidx.activity.result.contract.ActivityResultContracts.StartActivityForResult(),	CODE
CRITICAL	…in/org/meshtastic/core/takserver/TAKMeshIntegration.kt	374	val protoBytes = org.meshtastic.proto.TAKPacketV2.ADAPTER.encode(takPacketV2)	CODE
CRITICAL	…tlin/org/meshtastic/core/network/radio/MockScenario.kt	516	wb.latitude_i = org.meshtastic.core.model.Position.degI(latitude)	CODE
CRITICAL	…tlin/org/meshtastic/core/network/radio/MockScenario.kt	517	wb.longitude_i = org.meshtastic.core.model.Position.degI(longitude)	CODE
CRITICAL	…stic/core/service/ConversationShortcutPublisherTest.kt	224	androidx.core.content.pm.ShortcutInfoCompat.Builder(context, id)	CODE
CRITICAL	…stic/core/service/ConversationShortcutPublisherTest.kt	228	androidx.core.content.pm.ShortcutManagerCompat.pushDynamicShortcut(context, shortcut)	CODE
CRITICAL	…eshtastic/core/data/repository/PacketRepositoryImpl.kt	598	org.meshtastic.core.model.util.getShortDateTime(	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	535	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = 100)	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	569	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = nodeInfo.num)	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	596	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = firstNode.num)	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	622	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = 100)	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	864	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = 100)	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	1052	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = 100)	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	1080	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = 100)	CODE
CRITICAL	…tic/core/data/manager/MeshConfigFlowManagerImplTest.kt	1109	val testNode = org.meshtastic.core.testing.TestDataFactory.createTestNode(num = 100)	CODE
CRITICAL	…/meshtastic/core/data/manager/CommandSenderImplTest.kt	538	val sent = org.meshtastic.proto.Position.ADAPTER.decode(decoded.payload)	CODE
CRITICAL	…/meshtastic/core/data/manager/CommandSenderImplTest.kt	552	val sent = org.meshtastic.proto.Position.ADAPTER.decode(requireNotNull(packets.single().decoded).payload)	CODE
CRITICAL	…/meshtastic/core/data/manager/CommandSenderImplTest.kt	656	org.meshtastic.proto.Config.PositionConfig.Builder()	CODE
CRITICAL	…in/usecase/settings/ProcessRadioResponseUseCaseTest.kt	228	org.meshtastic.proto.Config.LoRaConfig.Builder().also { wb -> wb.use_preset = true }.build()	CODE
CRITICAL	…in/usecase/settings/ProcessRadioResponseUseCaseTest.kt	256	org.meshtastic.proto.ModuleConfig.MQTTConfig.Builder().also { wb -> wb.enabled = true }.build()	CODE
CRITICAL	…stic/feature/settings/radio/SchemaFieldCoverageTest.kt	284	val jar = File(FieldMetadataRegistry::class.java.protectionDomain.codeSource.location.toURI())	CODE
CRITICAL	…ture/settings/radio/component/NetworkConfigItemList.kt	342	Config.NetworkConfig.ProtocolFlags.UDP_BROADCAST.value.inv()	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	753	org.meshtastic.proto.ModuleConfig.MQTTConfig.Builder()	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	923	RadioResponseResult.Error(org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached"))	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	968	RadioResponseResult.Error(org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached"))	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	1784	org.meshtastic.proto.ModuleConfig.MQTTConfig.Builder().also { wb -> wb.enabled = true }.build()	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	1895	org.meshtastic.proto.ModuleConfig.TelemetryConfig.Builder()	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	1919	RadioResponseResult.Error(org.meshtastic.core.resources.UiText.DynamicString("Fail"))	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	1941	val failure = org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached")	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	1960	val maxRetransmit = org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached")	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	2012	val maxRetransmit = org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached")	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	2090	val maxRetransmit = org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached")	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	2149	val maxRetransmit = org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached")	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	2272	val maxRetransmit = org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached")	CODE
CRITICAL	…tic/feature/settings/radio/RadioConfigViewModelTest.kt	2357	val maxRetransmit = org.meshtastic.core.resources.UiText.DynamicString("Max Retransmission Reached")	CODE
CRITICAL⚡	…astic/feature/settings/debugging/DebugViewModelTest.kt	212	nodeRepository.setMyNodeInfo(org.meshtastic.core.testing.TestDataFactory.createMyNodeInfo(myNodeNum = 12345678))	CODE
CRITICAL⚡	…astic/feature/settings/debugging/DebugViewModelTest.kt	218	val before = org.meshtastic.core.common.util.nowInstant.toEpochMilliseconds()	CODE
CRITICAL⚡	…astic/feature/settings/debugging/DebugViewModelTest.kt	220	val after = org.meshtastic.core.common.util.nowInstant.toEpochMilliseconds()	CODE
CRITICAL⚡	…astic/feature/settings/debugging/DebugViewModelTest.kt	224	org.meshtastic.core.common.util.DateFormatter.formatShortDate(before),	CODE
CRITICAL⚡	…astic/feature/settings/debugging/DebugViewModelTest.kt	225	org.meshtastic.core.common.util.DateFormatter.formatShortDate(after),	CODE
CRITICAL	…astic/feature/settings/debugging/DebugViewModelTest.kt	249	org.meshtastic.core.testing.TestDataFactory.createTestPacket(	CODE
CRITICAL	…astic/feature/settings/debugging/DebugViewModelTest.kt	284	val packet = org.meshtastic.core.testing.TestDataFactory.createTestPacket(from = 0xDEADBEEF.toInt(), to = -1)	CODE
CRITICAL	…astic/feature/settings/debugging/DebugViewModelTest.kt	306	org.meshtastic.core.testing.TestDataFactory.createTestNode(	CODE
CRITICAL	…astic/feature/settings/debugging/DebugViewModelTest.kt	314	val packet = org.meshtastic.core.testing.TestDataFactory.createTestPacket(from = 5, to = -1, relayNode = 0xAA)	CODE
CRITICAL	…astic/feature/settings/debugging/DebugViewModelTest.kt	332	val packet = org.meshtastic.core.testing.TestDataFactory.createTestPacket(from = 5, to = -1, relayNode = 0xF5)	CODE
CRITICAL	…stic/feature/firmware/FirmwareUpdateIntegrationTest.kt	184	FirmwareUpdateState.Error(org.meshtastic.core.resources.UiText.DynamicString("Transfer failed")),	CODE
CRITICAL	…/kotlin/org/meshtastic/feature/docs/ui/DocsPreviews.kt	280	org.meshtastic.feature.docs.model.DocPageContent(	CODE
CRITICAL	…rg/meshtastic/feature/node/detail/NodeDetailScreens.kt	231	val locationPermission = org.meshtastic.core.ui.util.rememberLocationPermissionState()	CODE
CRITICAL	…rg/meshtastic/feature/node/detail/NodeDetailScreens.kt	232	val openLocationSettings = org.meshtastic.core.ui.util.rememberOpenLocationSettings()	CODE
CRITICAL	…lin/org/meshtastic/feature/node/list/NodeListScreen.kt	153	val showToast = org.meshtastic.core.ui.util.rememberShowToastResource()	CODE
CRITICAL	…ain/kotlin/org/meshtastic/feature/messaging/Message.kt	587	org.meshtastic.feature.messaging.component.handleQuickChatAction(	CODE
CRITICAL	…App/src/main/kotlin/org/meshtastic/app/MainActivity.kt	265	org.meshtastic.app.map.node.NodeTrackMap(	CODE
CRITICAL	…App/src/main/kotlin/org/meshtastic/app/MainActivity.kt	277	org.meshtastic.app.map.traceroute.TracerouteMap(	CODE
CRITICAL	…App/src/main/kotlin/org/meshtastic/app/MainActivity.kt	286	org.meshtastic.app.map.discovery.DiscoveryMap(userLat, userLon, nodes, modifier)	CODE

Decorative Section Separators190 hits · 584 pts

Severity	File	Line	Snippet	Context
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	111	// ── Constants ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	131	// ── Public API ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	243	// ── Main Content ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	288	// ── Search Bar ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	331	// ── Category Tabs ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	363	// ── Emoji Grid ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	488	// ── Grid Item Model ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	565	// ── Cell Components ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	680	// ── Skin Tone Popup ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	722	// ── Frequency Tracking ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/ui/emoji/EmojiPickerDialog.kt	762	// ── Previews ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…kotlin/org/meshtastic/core/ui/emoji/EmojiRepository.kt	58	// ── JSON models (compact wire format) ──────────────────────────────────────────	COMMENT
MEDIUM	…kotlin/org/meshtastic/core/ui/emoji/EmojiRepository.kt	71	// ── Repository ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ic/core/database/dao/PacketDaoAtomicTransactionTest.kt	94	// ── Helpers ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ic/core/database/dao/PacketDaoAtomicTransactionTest.kt	159	// ── updateLastReadMessage ────────────────────────────────────────────────────	COMMENT
MEDIUM	…ic/core/database/dao/PacketDaoAtomicTransactionTest.kt	320	// ── updatePacketByKey ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ic/core/database/dao/PacketDaoAtomicTransactionTest.kt	389	// ── updateReactionByKey ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…ic/core/database/dao/PacketDaoAtomicTransactionTest.kt	503	// ── applySFPPStatus ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ic/core/database/dao/PacketDaoAtomicTransactionTest.kt	773	// ── applySFPPStatusByHash ────────────────────────────────────────────────────	COMMENT
MEDIUM	…ic/core/database/dao/PacketDaoAtomicTransactionTest.kt	881	// ── deleteMessagesAtomic ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/repository/AdminController.kt	41	// ── Local configuration ─────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/repository/AdminController.kt	71	// ── Remote configuration ────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/repository/AdminController.kt	116	// ── Remote queries ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/repository/AdminController.kt	139	// ── Device lifecycle ────────────────────────────────────────────────────	COMMENT
MEDIUM	…tlin/org/meshtastic/core/repository/AdminController.kt	159	// ── Batch edit ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…n/org/meshtastic/core/takserver/TAKServerJvmTlsTest.kt	147	// ── helpers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…in/org/meshtastic/core/takserver/TAKMeshIntegration.kt	190	// ── Send: TAK client → mesh ─────────────────────────────────────────────	COMMENT
MEDIUM	…in/org/meshtastic/core/takserver/TAKMeshIntegration.kt	381	// ── Receive: mesh → TAK client ──────────────────────────────────────────	COMMENT
MEDIUM	…in/kotlin/org/meshtastic/core/takserver/TAKDefaults.kt	77	// ── Mesh-to-CoT (synthesized node contacts) ─────────────────────────────────	COMMENT
MEDIUM	…t/kotlin/org/meshtastic/core/takserver/XmlUtilsTest.kt	24	// ── xmlEscaped ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…t/kotlin/org/meshtastic/core/takserver/XmlUtilsTest.kt	62	// ── geoChatSenderUid ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…t/kotlin/org/meshtastic/core/takserver/XmlUtilsTest.kt	80	// ── geoChatMessageId ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	65	// ── Fakes ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	163	// ── Helpers ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	190	// ── Lifecycle tests ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	232	// ── TAK-Talk strip preservation (regression) ────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	265	// ── Inbound mesh → TAK client (V1) ──────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	326	// ── Firmware gating ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	361	// ── Outbound channel selection ───────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	410	// ── Dropped-outcome discrimination (regression: #6583 self-test blind spot) ────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	410	// ── Dropped-outcome discrimination (regression: #6583 self-test blind spot) ────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	446	// ── GeoChat callsign enrichment ──────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/takserver/TAKMeshIntegrationTest.kt	472	// ── Helpers ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…otlin/org/meshtastic/core/takserver/TAKDefaultsTest.kt	28	// ── toTakTeamName ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…otlin/org/meshtastic/core/takserver/TAKDefaultsTest.kt	56	// ── toTakRoleName ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…otlin/org/meshtastic/core/takserver/TAKDefaultsTest.kt	89	// ── toTakCallsign ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…otlin/org/meshtastic/core/takserver/TAKDefaultsTest.kt	130	// ── keepalive / idle timeout constants ─────────────────────────────────────	COMMENT
MEDIUM	…est/kotlin/org/meshtastic/core/takserver/CoTXmlTest.kt	27	// ── PLI round-trip ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/kotlin/org/meshtastic/core/takserver/CoTXmlTest.kt	64	// ── Chat round-trip ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/kotlin/org/meshtastic/core/takserver/CoTXmlTest.kt	88	// ── XML escaping ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…est/kotlin/org/meshtastic/core/takserver/CoTXmlTest.kt	108	// ── Structure ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/org/meshtastic/core/takserver/TAKServerManagerTest.kt	173	// ── T076: Port conflict / start failure ─────────────────────────────────────	COMMENT
MEDIUM	…org/meshtastic/core/takserver/TakMeshTestRunnerTest.kt	99	// ── runAll() covers both protocols ──────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/network/radio/MockRadioTransport.kt	245	// ── Handshake ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/network/radio/MockRadioTransport.kt	396	// ── Simulated traffic ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…rg/meshtastic/core/network/radio/MockRadioTransport.kt	547	// ── Packet builders ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…e/network/radio/BleRadioTransportReconnectCrashTest.kt	97	// ─── close() triggers disconnect ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…e/network/radio/BleRadioTransportReconnectCrashTest.kt	136	// ─── disconnect called on connection failure ──────────────────────────────────────────────────	COMMENT
MEDIUM	…e/network/radio/BleRadioTransportReconnectCrashTest.kt	177	// ─── transient onDisconnect after failure threshold ──────────────────────────────────────────	COMMENT
MEDIUM	…e/network/radio/BleRadioTransportReconnectCrashTest.kt	224	// ─── CancellationException is not silently swallowed ─────────────────────────────────────────	COMMENT
130 more matches not shown…

Over-Commented Block78 hits · 78 pts

Severity	File	Line	Snippet	Context
LOW	store-screenshots/capture-android.sh	1	#!/usr/bin/env bash	COMMENT
LOW	store-screenshots/capture-desktop.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…kotlin/org/meshtastic/core/database/DatabaseManager.kt	161		COMMENT
LOW	…in/org/meshtastic/core/takserver/TAKMeshIntegration.kt	221	* (DrawnShape, Marker, Route, Aircraft, Casevac, Emergency, Task, plus PLI / GeoChat). Wire format: `[flags	COMMENT
LOW	…org/meshtastic/core/network/radio/BleRadioTransport.kt	221	// Guards against duplicate callbacks when multiple writes or a write + fromRadio failure	COMMENT
LOW	…org/meshtastic/core/network/radio/BleRadioTransport.kt	401	// Wait for the StateFlow to actually reflect Connected before watching for the next	COMMENT
LOW	…org/meshtastic/core/network/radio/BleRadioTransport.kt	641	"[${address.anonymize()}] BLE Radio Session Ready. " +	COMMENT
LOW	…org/meshtastic/core/service/MeshServiceOrchestrator.kt	81	) {	COMMENT
LOW	…org/meshtastic/core/service/MeshServiceOrchestrator.kt	101	val address = radioInterfaceService.currentDeviceAddressFlow.first(::isValidDeviceAddress)	COMMENT
LOW	…org/meshtastic/core/service/MeshServiceOrchestrator.kt	181	newScope.handledLaunch { coldStartConnect() }	COMMENT
LOW	…meshtastic/core/service/SharedRadioInterfaceService.kt	561		COMMENT
LOW	…meshtastic/core/service/SharedRadioInterfaceService.kt	741	transportMutex.withLock {	COMMENT
LOW	…meshtastic/core/service/SharedRadioInterfaceService.kt	761	// recovery path by creating a transport directly via startTransportLocked().	COMMENT
LOW	…meshtastic/core/service/SharedRadioInterfaceService.kt	781	// connectionRequested mutators (connect/disconnect/setDeviceAddress) hold	COMMENT
LOW	…meshtastic/core/service/SharedRadioInterfaceService.kt	1061	// double liveness-timeout (timer not cancelled between fires) does not produce	COMMENT
LOW	…lin/org/meshtastic/core/service/RadioControllerImpl.kt	181	// arrives (nodeNum + deviceId from the same MyNodeInfo), tell the DatabaseManager to claim	COMMENT
LOW	…ore/service/SharedRadioInterfaceServiceLivenessTest.kt	121	// complete(Unit) is called — if testDispatcher is ever changed to StandardTestDispatcher,	COMMENT
LOW	…ore/service/SharedRadioInterfaceServiceLivenessTest.kt	1541	// [SharedRadioInterfaceService.restartTransport] is the app-level handshake-stall recovery	COMMENT
LOW	…ore/service/SharedRadioInterfaceServiceLivenessTest.kt	1821	// Past the 60s threshold → first checkLiveness CAS-sets isRestarting=true and	COMMENT
LOW	…ore/service/SharedRadioInterfaceServiceLivenessTest.kt	1981	// presence via [SerialDevicePresence.deviceKeys] combined with [currentDeviceAddressFlow] and	COMMENT
LOW	…in/org/meshtastic/core/data/manager/NodeManagerImpl.kt	441	*/	COMMENT
LOW	…htastic/core/data/manager/MeshConnectionManagerImpl.kt	301	if (serviceRepository.connectionState.value != ConnectionState.Connected) {	COMMENT
LOW	…htastic/core/data/manager/MeshConnectionManagerImpl.kt	361	// Collapse cancel+reassign into one atomic swap so a concurrent re-arm cannot orphan a	COMMENT
LOW	…htastic/core/data/manager/MeshConnectionManagerImpl.kt	481	//	COMMENT
LOW	…tic/core/data/manager/MeshConnectionManagerImplTest.kt	761	// Under the FIXED ordering, the fresh Connected arrives with app state already	COMMENT
LOW	config/detekt/detekt.yml	1	config:	COMMENT
LOW	.claude/hooks/pre-bash-guard.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.claude/hooks/post-edit.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.claude/hooks/subagent-audit.sh	1	#!/usr/bin/env bash	COMMENT
LOW	gradle/libs.versions.toml	41		COMMENT
LOW	…main/kotlin/org/meshtastic/buildlogic/KotlinAndroid.kt	101	}	COMMENT
LOW	…aries/mapsplatform/secrets_gradle_plugin/Extensions.kt	1	// Copyright 2021 Google LLC	COMMENT
LOW	…es/mapsplatform/secrets_gradle_plugin/SecretsPlugin.kt	1	// Copyright 2021 Google LLC	COMMENT
LOW	…atform/secrets_gradle_plugin/SecretsPluginExtension.kt	1	// Copyright 2021 Google LLC	COMMENT
LOW	scripts/build-appimage.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/check-doc-aliases.js	1	#!/usr/bin/env node	COMMENT
LOW	scripts/play-track-preflight.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/sync-android-docs.js	1	#!/usr/bin/env node	COMMENT
LOW	scripts/verify-rb-selftest.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/ai-guardrail.sh	1	#!/bin/bash	COMMENT
LOW	scripts/docs/publish-to-gh-pages.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/lib/stripped-libs.sh	1	# shellcheck shell=bash	COMMENT
LOW	scripts/lib/abi-parity.sh	1	# shellcheck shell=bash	COMMENT
LOW	scripts/verify-flatpak/verify.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/verify-flatpak/desktop-offline.yaml	1	# Local offline verification of org.meshtastic.MeshtasticDesktop.	COMMENT
LOW	.github/actionlint.yaml	1	# actionlint validates `runs-on` against a built-in list of GitHub-hosted labels, and	COMMENT
LOW	.github/homebrew/meshtastic-desktop.rb	1	# Homebrew Cask template for Meshtastic Desktop.	COMMENT
LOW	.github/workflows/msstore-publish.yml	1	name: Publish to Microsoft Store	COMMENT
LOW	.github/workflows/msstore-publish.yml	81	# Center rejects Win32 installers whose binaries don't chain to a	COMMENT
LOW	.github/workflows/release.yml	281		COMMENT
LOW	.github/workflows/docs-release.yml	1	name: Docs Release	COMMENT
LOW	.github/workflows/post-release-cleanup.yml	121	git worktree add --quiet -B gh-pages "$work" FETCH_HEAD	COMMENT
LOW	.github/workflows/winget-publish.yml	1	name: Publish to winget	COMMENT
LOW	.github/workflows/winget-publish.yml	41	env:	COMMENT
LOW	.github/workflows/pr-closed-cleanup.yml	1	name: PR Closed Cleanup	COMMENT
LOW	.github/workflows/pull-request.yml	141	# scripts/verify-flatpak/ entirely.	COMMENT
LOW	.github/workflows/pull-request.yml	161	run: python3 scripts/sync-play-changelog.py --check	COMMENT
LOW	.github/workflows/promote.yml	81	- name: Decode Play Store credentials	COMMENT
LOW	.github/workflows/main-check.yml	21	# Every commit on main arrives via the merge queue, which already ran lint,	COMMENT
LOW	.github/workflows/main-check.yml	141	Obtainium: enable Include prereleases. Each build's APK filename carries the versionCode, so updates are	COMMENT
18 more matches not shown…

Structural Annotation Overuse29 hits · 55 pts

Severity	File	Line	Snippet	Context
LOW	specs/006-kmp-project-structure/quickstart.md	13	### Step 1: Harden convention plugin defaults	COMMENT
LOW	specs/006-kmp-project-structure/quickstart.md	35	### Step 2: Migrate Tier 1 modules (minimal — 6 modules)	COMMENT
LOW	specs/006-kmp-project-structure/quickstart.md	65	### Step 3: Migrate Tier 2 modules (withHostTest — 18 modules)	COMMENT
LOW	specs/006-kmp-project-structure/quickstart.md	104	### Step 4: Migrate Tier 3 modules (special — 3 modules)	COMMENT
LOW	specs/006-kmp-project-structure/quickstart.md	143	### Step 5: Full verification	COMMENT
LOW	specs/006-kmp-project-structure/quickstart.md	166	### Step 6: Validate success criteria	COMMENT
LOW⚡	specs/20260520-153412-nav-tab-labels/quickstart.md	12	### Step 1: Add String Resources	COMMENT
LOW⚡	specs/20260520-153412-nav-tab-labels/quickstart.md	22	### Step 2: Rename Enum Entries	COMMENT
LOW⚡	specs/20260520-153412-nav-tab-labels/quickstart.md	30	### Step 3: Update All References	COMMENT
LOW	specs/20260520-153412-nav-tab-labels/quickstart.md	42	### Step 4: Verify	COMMENT
LOW	…260511-211823-compose-screenshot-testing/quickstart.md	12	## Step 1: Create a Preview Composable	COMMENT
LOW	…260511-211823-compose-screenshot-testing/quickstart.md	38	## Step 2: Add a Screenshot Test Wrapper	COMMENT
LOW⚡	…260511-211823-compose-screenshot-testing/quickstart.md	58	## Step 3: Generate Reference Images	COMMENT
LOW⚡	…260511-211823-compose-screenshot-testing/quickstart.md	66	## Step 4: Validate	COMMENT
LOW⚡	…260511-211823-compose-screenshot-testing/quickstart.md	74	## Step 5: Commit Reference Images	COMMENT
LOW	specs/20260520-153504-udp-label-rename/quickstart.md	15	### Step 1: Edit the string resource	COMMENT
LOW⚡	specs/20260520-153504-udp-label-rename/quickstart.md	30	### Step 2: Run the string sort script	COMMENT
LOW⚡	specs/20260520-153504-udp-label-rename/quickstart.md	38	### Step 3: Verify the build	COMMENT
LOW⚡	specs/20260520-153504-udp-label-rename/quickstart.md	44	### Step 4: Confirm CI (after push)	COMMENT
LOW	…60520-153428-remove-admin-channel-toggle/quickstart.md	15	### Step 1: Remove unused import (Line 49)	COMMENT
LOW	…60520-153428-remove-admin-channel-toggle/quickstart.md	24	### Step 2: Remove toggle block (Lines 207–214)	COMMENT
LOW	…60520-153428-remove-admin-channel-toggle/quickstart.md	40	### Step 3: Verify	COMMENT
LOW⚡	.specify/extensions/verify/README.md	100	# Step 1: Create specification	COMMENT
LOW⚡	.specify/extensions/verify/README.md	103	# Step 2: Plan and generate tasks	COMMENT
LOW⚡	.specify/extensions/verify/README.md	107	# Step 3: Implement	COMMENT
LOW⚡	.specify/extensions/verify/README.md	110	# Step 4: Verify implementation	COMMENT
LOW⚡	…shtastic/feature/firmware/ota/Esp32OtaUpdateHandler.kt	270	// Step 1: Get firmware file	COMMENT
LOW⚡	…shtastic/feature/firmware/ota/Esp32OtaUpdateHandler.kt	273	// Step 2: Read firmware once and calculate hash	COMMENT
LOW	…shtastic/feature/firmware/ota/Esp32OtaUpdateHandler.kt	293	// Step 3: Preflight — wait for the firmware to confirm OTA entry BEFORE tearing down the mesh	COMMENT

Modern AI Meta-Vocabulary13 hits · 44 pts

Severity	File	Line	Snippet	Context
MEDIUM	.coderabbit.yaml	60	# Spec Kit scaffolding — vendored tooling, not hand-maintained here.	COMMENT
MEDIUM⚡	…in/org/meshtastic/core/ui/component/AdaptiveTwoPane.kt	79	// column and the two-pane scaffold (e.g. on resize / fold), and so neither slot is emitted directly from two	COMMENT
MEDIUM⚡	…in/org/meshtastic/core/ui/component/AdaptiveTwoPane.kt	89	// unbounded constraints (the scaffold branch below leaves composition on that flip).	COMMENT
MEDIUM⚡	…in/org/meshtastic/core/ui/component/AdaptiveTwoPane.kt	93	// Expanded: split side-by-side. Only a bounded host may use the pane scaffold; an unbounded one	COMMENT
MEDIUM	…/meshtastic/core/ui/component/AdaptiveTwoPaneUiTest.kt	49	// Crashlytics 788308c5 (fatal, tablets): the split scaffold echoed the LazyColumn item's infinite	COMMENT
MEDIUM	…/meshtastic/core/ui/component/AdaptiveTwoPaneUiTest.kt	68	// No drag handle: the unbounded host must get the Row fallback, not the scaffold.	COMMENT
MEDIUM	…/meshtastic/core/ui/component/AdaptiveTwoPaneUiTest.kt	89	// survive the host flipping to unbounded constraints (scaffold disposed) and back.	COMMENT
MEDIUM	…kotlin/org/meshtastic/core/database/DatabaseManager.kt	460	* (#6608). Only the first emission per latch is bounded; later emissions are event-driven and legitimately sparse.	COMMENT
MEDIUM	specs/20260507-161858-app-docs-markdown/plan.md	344	### Safety/UX guardrails	COMMENT
MEDIUM	.claude/skills/proto-bump/SKILL.md	45	## PR + guardrails	COMMENT
MEDIUM	scripts/build-appimage.sh	7	# AppImage bundle format. This script builds the AppDir scaffolding (AppRun,	COMMENT
MEDIUM	.specify/extensions/optimize/config-template.yml	22	# Flag if total governance tokens exceed this % of context window	COMMENT
MEDIUM	.specify/extensions/optimize/config-template.yml	32	# Target AI context window size (tokens) for budget calculations	COMMENT

Redundant / Tautological Comments17 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	.specify/extensions/git/scripts/bash/git-common.sh	6	# Check if we have git available at the repo root	COMMENT
LOW	.specify/extensions/git/scripts/bash/auto-commit.sh	34	# Check if git is available	COMMENT
LOW	.specify/extensions/git/scripts/bash/auto-commit.sh	106	# Check if event section existed at all	COMMENT
LOW	.specify/extensions/git/scripts/bash/auto-commit.sh	120	# Check if there are changes to commit	COMMENT
LOW	.specify/extensions/git/scripts/bash/initialize-repo.sh	37	# Check if git is available	COMMENT
LOW	.specify/extensions/git/scripts/bash/initialize-repo.sh	43	# Check if already a git repo	COMMENT
LOW	…cify/extensions/git/scripts/bash/create-new-feature.sh	249	# Check if git is available at this repo root	COMMENT
LOW	.specify/scripts/bash/common.sh	104	# Check if we have git available at the spec-kit root level	COMMENT
LOW	.specify/scripts/bash/common.sh	111	# Check if .git exists (directory or file for worktrees/submodules)	COMMENT
LOW	.specify/scripts/bash/common.sh	305	# Check if jq is available for safe JSON construction	COMMENT
LOW	.specify/scripts/bash/common.sh	576	# Check if any layer uses a non-replace strategy	COMMENT
LOW	.specify/scripts/bash/setup-plan.sh	54	# Output results	COMMENT
LOW	.specify/scripts/bash/setup-tasks.sh	65	# Output results	COMMENT
LOW	.specify/scripts/bash/check-prerequisites.sh	154	# Output results	COMMENT
LOW	.specify/scripts/bash/create-new-feature.sh	32	# Check if the next argument is another option (starts with --)	COMMENT
LOW	.specify/scripts/bash/create-new-feature.sh	197	# Check if git is available at this repo root (not a parent)	COMMENT
LOW	.specify/scripts/bash/create-new-feature.sh	333	# Check if branch already exists	COMMENT

Self-Referential Comments4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	.specify/extensions/review/tests/bats/test_helper.bash	15	# Create a temporary working directory for each test	COMMENT
MEDIUM	.specify/extensions/review/tests/bats/test_helper.bash	45	# Create a bare repo to act as origin (explicitly use main)	COMMENT
MEDIUM	.specify/extensions/review/tests/bats/test_helper.bash	50	# Create the working repo	COMMENT
MEDIUM	.specify/scripts/bash/setup-plan.sh	50	# Create a basic plan file if template doesn't exist	COMMENT

Hyper-Verbose Identifiers8 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	scripts/sync-android-docs.js	358	function collectVersionedImageReferences() {	CODE
LOW	…s/agent-governance/scripts/refresh_agent_governance.py	141	def repository_evidence_summary(root: Path, state: dict[str, Any], init_options: dict[str, Any]) -> str:	CODE
LOW	…s/agent-governance/scripts/refresh_agent_governance.py	147	def repository_evidence_lines(root: Path, state: dict[str, Any], init_options: dict[str, Any]) -> list[str]:	CODE
LOW	…s/agent-governance/scripts/refresh_agent_governance.py	232	def development_command_lines(root: Path) -> list[str]:	CODE
LOW⚡	…s/agent-governance/scripts/refresh_agent_governance.py	477	def repository_evidence_default() -> list[str]:	CODE
LOW⚡	…s/agent-governance/scripts/refresh_agent_governance.py	485	def directory_governance_default() -> list[str]:	CODE
LOW⚡	…s/agent-governance/scripts/refresh_agent_governance.py	495	def development_commands_default() -> list[str]:	CODE
LOW	…s/agent-governance/scripts/refresh_agent_governance.py	518	def extract_section_from_text(text: str, heading: str) -> list[str]:	CODE

Fake / Example Data8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	…in/kotlin/org/meshtastic/core/ui/component/NodeChip.kt	87	wb.long_name = "John Doe"	CODE
LOW	…org/meshtastic/core/ui/component/DropDownPreference.kt	236	summary = "Lorem ipsum dolor sit amet",	CODE
LOW	…org/meshtastic/core/ui/component/DropDownPreference.kt	236	summary = "Lorem ipsum dolor sit amet",	CODE
LOW	…g/meshtastic/core/ui/component/preview/PreviewUtils.kt	36	wb.long_name = "John Doe"	CODE
LOW	…/meshtastic/core/ui/share/SharedContactImportDialog.kt	152	wb.long_name = "John Doe"	CODE
LOW	…re/connections/ui/components/CurrentlyConnectedInfo.kt	207	wb.long_name = "John Doe"	CODE
LOW	.skills/project-overview/SKILL.md	66	datadogApplicationId=dummy_id	CODE
LOW	.skills/project-overview/SKILL.md	67	datadogClientToken=dummy_token	CODE

Excessive Try-Catch Wrapping5 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/sort-strings.py	106	print(f"Error: {xml_file} not found.")	CODE
MEDIUM	…s/agent-governance/scripts/refresh_agent_governance.py	58	print("Error: .specify/ not found. Run from a Spec Kit project root.", file=sys.stderr)	CODE
LOW	.specify/scripts/bash/common.sh	373	except Exception:	CODE
LOW	.specify/scripts/bash/common.sh	461	except Exception:	CODE
LOW	.specify/scripts/bash/common.sh	492	except Exception:	CODE

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…tic/core/data/manager/MeshConnectionManagerImplTest.kt	737	// test stays robust against small timeout tweaks.	COMMENT
MEDIUM	.claude/hooks/pre-bash-guard.sh	17	# robust, unlike a settings.json prefix pattern. Asks, never hard-denies.	COMMENT

Deep Nesting6 hits · 6 pts

Severity	File	Line	Context
LOW	…laude/skills/run-meshtastic-android/driver_emulator.py	162	CODE
LOW	.claude/skills/run-meshtastic-android/driver.py	211	CODE
LOW	obtainium/generate-links.py	257	CODE
LOW	scripts/sort-strings.py	9	CODE
LOW	scripts/sort-strings.py	58	CODE
LOW	scripts/docs/sync-locale-front-matter.py	153	CODE

Unused Imports6 hits · 6 pts

Severity	File	Line	Context
LOW	scripts/check-string-escapes.py	23	CODE
LOW	scripts/check-store-metadata.py	22	CODE
LOW	scripts/docs/sync-locale-front-matter.py	33	CODE
LOW	scripts/docs/regenerate-versions.py	23	CODE
LOW	scripts/verify-flatpak/check-platform-deps.py	24	CODE
LOW	…s/agent-governance/scripts/refresh_agent_governance.py	4	CODE

Verbosity Indicators3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	…shtastic/feature/firmware/ota/Esp32OtaUpdateHandler.kt	270	// Step 1: Get firmware file	COMMENT
LOW⚡	…shtastic/feature/firmware/ota/Esp32OtaUpdateHandler.kt	273	// Step 2: Read firmware once and calculate hash	COMMENT
LOW	…shtastic/feature/firmware/ota/Esp32OtaUpdateHandler.kt	293	// Step 3: Preflight — wait for the firmware to confirm OTA entry BEFORE tearing down the mesh	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	.claude/skills/run-meshtastic-android/driver.py	158	except OSError:	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/verify-flatpak/verify.sh	15	# Usage:	COMMENT

meshtastic/Meshtastic-Android

Open-Source Code Quality, Security and Technical Debt Review