2.3

Adjusted Signal

2.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

24.4K

Stars

Swift

Language

730.1K

Lines of Code

3.6K

Files

1.0K

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 5.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 802 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.6/100 · LOW

Are imports declared and package/API names verified? 98 finding(s).

Agent Over-Engineering Ratio 5.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 482 finding(s).

PR Review Velocity Impact 10.8/100 · LOW

Which changes need focused human review? 1027 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 32HIGH 25MEDIUM 116LOW 854

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 1027 distinct pattern matches across 17 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers353 hits · 366 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/sessions/scripts/extract-metadata.py	99	def _extract_user_assistant_text(filepath):	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	157	export function supportsImageAttachmentsForFlavor(flavor: ImageAttachmentFlavor): boolean {	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	161	export function getImageAttachmentSendPlan(opts: {	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	916	export function resolveCodexImageCacheDir(opts: {	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	923	export async function prepareCodexImageInputItems(	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	1099	export async function downloadCodexFileEventAttachment(	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	1394	export function mapCodexThreadItemToSessionEnvelopes(	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	1733	async function localImagePathToAttachment(path: string, index: number): Promise<{ data: Uint8Array; mimeType: string; na	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	1752	export async function buildCodexThreadBackfillEnvelopes(opts: {	CODE
LOW	…erpowers/plans/2026-05-20-new-session-right-sidebar.md	115	export function getNewSessionSidebarLayout(input: NewSessionSidebarLayoutInput) {	CODE
LOW	…ers/plans/2026-06-10-attachment-storage-diagnostics.md	244	export function sanitizeAttachmentUrlHost(url: string \| null \| undefined): string \| undefined {	CODE
LOW	…ers/plans/2026-06-10-attachment-storage-diagnostics.md	254	export function classifyAttachmentTransferTarget(	CODE
LOW	…ers/plans/2026-06-10-attachment-storage-diagnostics.md	271	export function createAttachmentDiagnostic(input: CreateAttachmentDiagnosticInput): AttachmentDiagnostic {	CODE
LOW	…ers/plans/2026-06-10-attachment-storage-diagnostics.md	289	export function createAttachmentDiagnosticError(	CODE
LOW	…ers/plans/2026-06-10-attachment-storage-diagnostics.md	303	export function formatAttachmentDiagnosticForLog(	CODE
LOW	…ers/plans/2026-06-10-attachment-storage-diagnostics.md	973	function warnAttachmentImageDiagnostic(reason: string, message?: string) {	CODE
LOW	packages/happy-wire/src/controlMessages.ts	4	function leadingTaskNotificationEnd(text: string): number \| null {	CODE
LOW	packages/happy-wire/src/controlMessages.ts	38	export function stripLeadingTaskNotificationWrappers(text: string): string {	CODE
LOW	packages/happy-agent/src/cli-smoke.test.ts	67	function makeRawSessionWithDataKey(	CODE
LOW	packages/happy-agent/src/encryption.ts	183	export function libsodiumEncryptForPublicKey(data: Uint8Array, recipientPublicKey: Uint8Array): Uint8Array {	CODE
LOW	packages/happy-agent/src/api.test.ts	73	function makeRawSessionWithDataKey(	CODE
LOW	…/happy-server/sources/app/social/friendNotification.ts	36	export async function sendFriendRequestNotification(	CODE
LOW	…/happy-server/sources/app/social/friendNotification.ts	88	export async function sendFriendshipEstablishedNotification(	CODE
LOW	…ckages/happy-server/sources/app/monitoring/metrics2.ts	29	export function getMetricsLabelsFromSocket(socket: Socket): ClientLabels {	CODE
LOW	…ckages/happy-server/sources/app/monitoring/metrics2.ts	37	export function getMetricsLabelsFromRequest(request: { headers: Record<string, string \| string[] \| undefined> }): Client	CODE
LOW	…ckages/happy-server/sources/app/monitoring/metrics2.ts	137	export function startDatabaseMetricsUpdater(): void {	CODE
LOW	…-server/sources/app/monitoring/productionLogSummary.ts	146	export function startProductionLogSummary(): () => void {	CODE
LOW	packages/happy-server/sources/app/events/eventRouter.ts	574	export function buildSessionActivityEphemeral(sessionId: string, active: boolean, activeAt: number, thinking?: boolean):	CODE
LOW	packages/happy-server/sources/app/events/eventRouter.ts	584	export function buildMachineActivityEphemeral(machineId: string, active: boolean, activeAt: number): EphemeralPayload {	CODE
LOW	packages/happy-server/sources/app/events/eventRouter.ts	604	export function buildMachineStatusEphemeral(machineId: string, online: boolean): EphemeralPayload {	CODE
LOW	packages/happy-server/sources/app/events/eventRouter.ts	618	export function buildSessionEventEphemeral(sessionId: string, kind: 'done' \| 'permission' \| 'question', title: string, b	CODE
LOW	packages/happy-server/sources/app/events/eventRouter.ts	659	export function buildUpdateArtifactUpdate(artifactId: string, updateSeq: number, updateId: string, header?: { value: str	CODE
LOW	packages/happy-server/sources/app/events/eventRouter.ts	673	export function buildDeleteArtifactUpdate(artifactId: string, updateSeq: number, updateId: string): UpdatePayload {	CODE
LOW	packages/happy-server/sources/app/events/eventRouter.ts	685	export function buildRelationshipUpdatedEvent(	CODE
LOW	packages/happy-server/sources/utils/backoff.ts	5	function exponentialRandomizedBackoffDelay(failureCount: number, minDelay: number, maxDelay: number, factor = 0.5) {	CODE
LOW	packages/happy-app/sources/track/index.ts	95	export function trackVoicePermissionResponse(allowed: boolean) {	CODE
LOW	packages/happy-app/sources/track/index.ts	102	export function trackPaywallButtonClicked(flow?: string) {	CODE
LOW	packages/happy-app/sources/track/index.ts	137	export function trackReviewPromptResponse(likesApp: boolean) {	CODE
LOW	packages/happy-app/sources/track/index.ts	145	export function trackReviewRetryScheduled(daysUntilRetry: number) {	CODE
LOW	…kages/happy-app/sources/track/messageSentProperties.ts	60	export function messageSentSessionProperties(	CODE
LOW	packages/happy-app/sources/app/_layout.tsx	96	function HorizontalSafeAreaWrapper({ children }: { children: React.ReactNode }) {	CODE
LOW	packages/happy-app/sources/app/_layout.tsx	112	function stringifyNotificationPayload(value: unknown): string {	CODE
LOW	packages/happy-app/sources/app/_layout.tsx	196	function assertLoopbackHarnessServer(): void {	CODE
LOW	packages/happy-app/sources/app/_layout.tsx	210	function getDevEnvironmentCredentials(): AuthCredentials \| null {	CODE
LOW	packages/happy-app/sources/app/_layout.tsx	231	function getDevWebQueryCredentials(): AuthCredentials \| null {	CODE
LOW	…kages/happy-app/sources/app/(app)/settings/account.tsx	36	function formatPushPermissionLabel(permission: PushPermissionInfo \| null): string {	CODE
LOW	…kages/happy-app/sources/app/(app)/settings/account.tsx	52	function formatPushPermissionSubtitle(permission: PushPermissionInfo \| null): string {	CODE
LOW	…kages/happy-app/sources/app/(app)/settings/account.tsx	68	function formatPushTokenFingerprint(token: string): string {	CODE
LOW	packages/happy-app/sources/app/(app)/new/index.tsx	184	function trimTrailingPathSeparator(path: string): string {	CODE
LOW	packages/happy-app/sources/app/(app)/new/index.tsx	191	function normalizePathForComparison(path: string \| null \| undefined, homeDir?: string): string \| null {	CODE
LOW	packages/happy-app/sources/app/(app)/new/index.tsx	471	function ComposerSettingsPickerContent({	CODE
LOW	…/happy-app/sources/app/(app)/dev/messages-demo-data.ts	98	export async function processUserDataWithValidationAndTransformation(	CODE
LOW	…ages/happy-app/sources/app/(app)/session/[id]/info.tsx	67	function formatDangerouslySkipPermissionsMetadata(	CODE
LOW	…ages/happy-app/sources/navigation/browserNavigation.ts	49	export function applyRouteHistoryPathname(	CODE
LOW	…ages/happy-app/sources/navigation/browserNavigation.ts	87	export function getKeyboardNavigationDirection(event: KeyboardNavigationEvent): BrowserNavigationDirection \| null {	CODE
LOW	…ages/happy-app/sources/navigation/browserNavigation.ts	94	export function getMouseNavigationDirection(event: MouseNavigationEvent): BrowserNavigationDirection \| null {	CODE
LOW	…kages/happy-app/sources/utils/microphonePermissions.ts	16	export async function requestMicrophonePermission(): Promise<MicrophonePermissionResult> {	CODE
LOW	…kages/happy-app/sources/utils/microphonePermissions.ts	55	export async function checkMicrophonePermission(): Promise<MicrophonePermissionResult> {	CODE
LOW	…kages/happy-app/sources/utils/microphonePermissions.ts	84	export function showMicrophonePermissionDeniedAlert(canAskAgain: boolean = false) {	CODE
LOW	packages/happy-app/sources/utils/deviceCalculations.ts	5	export function calculateDeviceDimensions(params: {	CODE
293 more matches not shown…

Hallucination Indicators32 hits · 325 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ndroid/research/f4-window/RelayWindowDeviceTest.kt.txt	81	check(graph.accountStore.registry.value.entries.isEmpty()) { "Fixture requires empty app data" }	CODE
CRITICAL	…lin/com/slopus/happy/fixture/ConversationDeviceTest.kt	280	?.getInsets(androidx.core.view.WindowInsetsCompat.Type.ime())	CODE
CRITICAL	…lin/com/slopus/happy/fixture/ConversationDeviceTest.kt	293	?.isVisible(androidx.core.view.WindowInsetsCompat.Type.ime()) == true	CODE
CRITICAL	…/test/kotlin/com/slopus/happy/ui/OnboardingFlowTest.kt	147	assertTrue(graph.accountStore.registry.value.entries.isEmpty())	CODE
CRITICAL	…rc/test/kotlin/com/slopus/happy/ui/RestoreRetryTest.kt	73	private fun androidx.compose.ui.test.junit4.ComposeContentTestRule.isShowing(key: String): Boolean = runCatching {	CODE
CRITICAL	…/test/kotlin/com/slopus/happy/ui/home/WorktreesTest.kt	78	val other = com.slopus.happy.model.HomeModelFixtures.session("s2", com.slopus.happy.model.HomeModelFixtures.meta	CODE
CRITICAL	…test/kotlin/com/slopus/happy/ui/home/HomeLayoutTest.kt	231	private fun androidx.compose.ui.unit.DpRect.height() = bottom - top	CODE
CRITICAL	…pus/happy/ui/tablet/HomeListAcrossTheBreakpointTest.kt	83	val key = graph.accountStore.registry.value.activeId.orEmpty()	CODE
CRITICAL	…test/kotlin/com/slopus/happy/ui/chat/ChatLayoutTest.kt	384	private fun androidx.compose.ui.test.junit4.ComposeContentTestRule.onAllNodesWithText(text: String) =	CODE
CRITICAL	…tlin/com/slopus/happy/ui/chat/ChatRecompositionTest.kt	180	private fun androidx.compose.ui.test.SemanticsNodeInteraction.isDisplayedSafe() =	CODE
CRITICAL	…/com/slopus/happy/ui/connection/AgentHomeLayoutTest.kt	188	surface = com.slopus.happy.ui.theme.HappyTheme.colors.surface.toArgb()	CODE
CRITICAL	…/kotlin/com/slopus/happy/ui/diff/DiffViewLayoutTest.kt	216	runBlocking { for (hunk in com.slopus.happy.diff.syntax.DiffSyntax.plan(f, body.rows)) service.highlight(hunk.in	CODE
CRITICAL	…slopus/happy/ui/components/ThumbHashPlaceholderTest.kt	100	private fun androidx.compose.ui.test.SemanticsNodeInteraction.isDisplayedSafely(): Boolean =	CODE
CRITICAL	…slopus/happy/ui/conversation/ConversationLayoutTest.kt	295	com.slopus.happy.ui.theme.HappyTheme(preference = if (dark) com.slopus.happy.ui.theme.ThemePreference.Dark e	CODE
CRITICAL	…tlin/com/slopus/happy/accounts/MultipleAccountsTest.kt	83	val entry = graph.accountStore.registry.value.entries.single()	CODE
CRITICAL	…tlin/com/slopus/happy/accounts/MultipleAccountsTest.kt	97	assertFalse(graph.accountStore.registry.value.entries.single().serverConfirmed)	CODE
CRITICAL	…tlin/com/slopus/happy/accounts/MultipleAccountsTest.kt	139	assertTrue(graph.accountStore.registry.value.entries.isEmpty())	CODE
CRITICAL	…kotlin/com/slopus/happy/model/NewSessionOptionsTest.kt	173	val auto = com.slopus.happy.model.settings.ModeOption("auto", "Auto", sinceCliVersion = "1.2.1-beta.2")	CODE
CRITICAL	…c/test/kotlin/com/slopus/happy/sync/LiveUpdatesTest.kt	280	eventually { store.messages("s1").isNotEmpty() && h.account.presence.sessions.value.containsKey("s1") }	CODE
CRITICAL	…src/main/kotlin/com/slopus/happy/ui/home/HomeScreen.kt	174	com.slopus.happy.ui.voice.VoiceStatusBar()	CODE
CRITICAL	…ain/kotlin/com/slopus/happy/ui/tablet/TabletSidebar.kt	238	com.slopus.happy.ui.voice.VoiceStatusBar(sidebar = true)	CODE
CRITICAL	…src/main/kotlin/com/slopus/happy/ui/chat/ChatScreen.kt	260	if (!tablet) com.slopus.happy.ui.voice.VoiceStatusBar()	CODE
CRITICAL	…c/main/kotlin/com/slopus/happy/ui/chat/ChatComposer.kt	331	colorFilter = androidx.compose.ui.graphics.ColorFilter.tint(colors.text),	CODE
CRITICAL	…/slopus/happy/ui/connection/AgentConnectionSettings.kt	237	val next = graph.accountStore.registry.value.ordered.firstOrNull()?.id	CODE
CRITICAL	…main/kotlin/com/slopus/happy/ui/start/GrainGradient.kt	140	private fun androidx.compose.ui.graphics.drawscope.DrawScope.drawFallback(palette: GrainPalette) {	CODE
CRITICAL	…n/kotlin/com/slopus/happy/conversation/Conversation.kt	753	rows += ConversationRow.User("${send.id}:user", send.id, send.text, com.slopus.happy.chat.markdown.parseMark	CODE
CRITICAL	…pp/sources/components/diff/syntax/factory.generated.ts	36	*/var ie=(function(e){var t=/(?:^\|\s)lang(?:uage)?-([\w-]+)(?=\s\|$)/i,r=0,u={},i={manual:e.Prism&&e.Prism.manual,disabl	COMMENT
CRITICAL	packages/happy-app/sources/sync/typesRaw.ts	453	data.content.data.message.content = data.content.data.message.content.map(normalizeContent);	CODE
CRITICAL	packages/happy-app/sources/sync/typesRaw.ts	459	data.content.data.message.content = data.content.data.message.content.map(normalizeContent);	CODE
CRITICAL	…ages/happy-app/sources/sync/firstSendComposers.test.ts	76	expect(scope.sync.sendMessage.mock.calls.map(call => call[0])).toEqual(['created', 'created']);	CODE
CRITICAL	packages/happy-cli/src/agent/acp/runAcp.test.ts	260	const envelopeTypes = mocks.mockSession.sendSessionProtocolMessage.mock.calls.map(([envelope]) => envelope.ev.t);	CODE
CRITICAL	packages/happy-cli/src/agent/acp/runAcp.test.ts	531	const metadataHandlers = mocks.mockSession.updateMetadata.mock.calls.map((call) => call[0]);	CODE

Decorative Section Separators98 hits · 311 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/plans/provider-envelope-redesign.md	117	// ── User Message ──────────────────────────────────────────	COMMENT
MEDIUM	docs/plans/provider-envelope-redesign.md	139	// ── Assistant Message ─────────────────────────────────────	COMMENT
MEDIUM	docs/competition/opencode/trace-opencode.sh	26	# ── Config ──────────────────────────────────────────────────	COMMENT
MEDIUM	docs/competition/opencode/trace-opencode.sh	43	# ── Helpers ─────────────────────────────────────────────────	COMMENT
MEDIUM	docs/competition/opencode/trace-opencode.sh	172	# ── Setup ───────────────────────────────────────────────────	COMMENT
MEDIUM	docs/competition/opencode/trace-opencode.sh	210	# ── Start server ────────────────────────────────────────────	COMMENT
MEDIUM	docs/competition/opencode/trace-opencode.sh	235	# ── Parse flow arguments ────────────────────────────────────	COMMENT
MEDIUM	docs/competition/opencode/trace-opencode.sh	388	# ── Run flows ───────────────────────────────────────────────	COMMENT
MEDIUM	…s/happy-android/tools/fileicons/generate-file-icons.py	81	# --------------------------------------------------------------------------	COMMENT
MEDIUM	…s/happy-android/tools/fileicons/generate-file-icons.py	309	# --------------------------------------------------------------------------	COMMENT
MEDIUM	…s/happy-android/tools/fileicons/generate-file-icons.py	427	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/happy-android/tools/prism/corpus/sample.ts	80	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/happy-android/tools/prism/corpus/sample.ts	82	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/happy-android/tools/prism/corpus/sample.ts	138	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/happy-android/tools/prism/corpus/sample.ts	140	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…droid/app/src/test/resources/diff/prism-reference.json	1	[{"lang":"typescript","file":"sample.ts","text":"/*\n Turns raw patches into render-ready `DiffDocument`s.\n \n Al	CODE
MEDIUM	…p/src/main/kotlin/com/slopus/happy/ui/diff/DiffRows.kt	150	// ─── Wrap layout ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…p/src/main/kotlin/com/slopus/happy/ui/diff/DiffRows.kt	205	// ─── Split layout ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	…p/src/main/kotlin/com/slopus/happy/ui/diff/DiffRows.kt	241	// ─── Spans ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…c/main/kotlin/com/slopus/happy/ui/diff/DiffFileView.kt	221	// ─── Scroll layout ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/happy-app/sources/app/(app)/dev/diff-bench.tsx	258	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/happy-app/sources/app/(app)/dev/diff-bench.tsx	260	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/happy-app/sources/components/diff/DiffFileView.tsx	193	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/happy-app/sources/components/diff/DiffFileView.tsx	195	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/happy-app/sources/components/diff/DiffFileView.tsx	277	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/happy-app/sources/components/diff/DiffFileView.tsx	279	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/happy-app/sources/components/diff/DiffFileView.tsx	471	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ges/happy-app/sources/components/diff/DiffFileView.tsx	473	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/happy-app/sources/components/diff/engine/buildDiff.ts	80	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/happy-app/sources/components/diff/engine/buildDiff.ts	82	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/happy-app/sources/components/diff/engine/buildDiff.ts	138	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/happy-app/sources/components/diff/engine/buildDiff.ts	140	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/happy-app/sources/components/diff/engine/buildDiff.ts	351	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/happy-app/sources/components/diff/engine/buildDiff.ts	353	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/happy-ios/scripts/generate-file-icons.py	85	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/happy-ios/scripts/generate-file-icons.py	313	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/happy-ios/scripts/generate-file-icons.py	431	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/happy-ios/scripts/generate-icons.py	132	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/happy-ios/scripts/generate-icons.py	365	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/happy-ios/scripts/generate-icons.py	409	# --------------------------------------------------------------------------	COMMENT
MEDIUM	packages/happy-ios/scripts/generate-icons.py	836	# --------------------------------------------------------------------------	COMMENT
MEDIUM	…ages/happy-ios/Sources/HappyLayout/ItemRowLayout.swift	13	/// ───────────────── divider, inset 15 + (icon ? 60 : 16) ───────────────────	COMMENT
MEDIUM	…s/happy-ios/Sources/HappyLayout/NewSessionLayout.swift	192	/// ╰──────────────────────────────────────────────╯ 98 at least	COMMENT
MEDIUM	…ckages/happy-ios/Sources/HappyLayout/UsageLayout.swift	12	/// ╭─ 16 from every edge, 8 padding ─────────────────────────────╮	COMMENT
MEDIUM	…ckages/happy-ios/Sources/HappyLayout/UsageLayout.swift	14	/// ╰─────────────────────────────────────────────────────────────╯	COMMENT
MEDIUM	…/happy-ios/Sources/HappyLayout/SessionListLayout.swift	11	/// ──────────── hairline from x 88 to the right edge ────────────	COMMENT
MEDIUM	…ppy-ios/Sources/HappyLayout/LegacySettingsLayout.swift	10	/// ╭──────────── card, 16 from the edges, 16 from the top ────────────╮	COMMENT
MEDIUM	…ppy-ios/Sources/HappyLayout/LegacySettingsLayout.swift	18	/// ╰──────────────────────────────────────────────────────────────────╯	COMMENT
MEDIUM	…urces/HappyLayout/Tablet/TabletGroupedListLayout.swift	37	/// \|32\| ───────── \|6\| 🖥 \|6\| name \|4\| ───────── \|32\|	COMMENT
MEDIUM	…ios/Sources/HappyLayout/Chat/QuestionSheetLayout.swift	11	/// ─ hairline ─────────────────────────────────────	COMMENT
MEDIUM	…ios/Sources/HappyLayout/Chat/QuestionSheetLayout.swift	19	/// ─ hairline ─────────────────────────────────────	COMMENT
MEDIUM	…/Sources/HappyLayout/Chat/LegacyChatHeaderLayout.swift	10	/// ┌ 14 ─────── title (one line) ─────── 14 ┐ 44	COMMENT
MEDIUM	…/Sources/HappyLayout/Chat/LegacyChatHeaderLayout.swift	12	/// └────────────────────────────────────────┘	COMMENT
MEDIUM	…/Sources/HappyLayout/Chat/WorktreeTabStripLayout.swift	11	/// └ 40 tall, round ──────────────────────────┴──────────┴───────┘	COMMENT
MEDIUM	…py-ios/Sources/HappyLayout/Chat/ChatScreenLayout.swift	248	/// └ 10 above and below the text ────────────────────────────────────────┘	COMMENT
MEDIUM	…py-ios/Sources/HappyLayout/Chat/ChatScreenLayout.swift	297	/// └ 10 above and below ─────────────────────────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	…appy-ios/Sources/HappyLayout/Chat/ToolRowLayouts.swift	22	/// ┌ header (surfaceHighest), 12 padding ──────────────────────┐	COMMENT
MEDIUM⚡	…appy-ios/Sources/HappyLayout/Chat/ToolRowLayouts.swift	25	/// ├ body: 12 in from the sides, 8 below the header ───────────┤	COMMENT
MEDIUM⚡	…appy-ios/Sources/HappyLayout/Chat/ToolRowLayouts.swift	26	/// ├ permission footer ────────────────────────────────────────┤	COMMENT
MEDIUM⚡	…appy-ios/Sources/HappyLayout/Chat/ToolRowLayouts.swift	27	/// └ radius 8, surfaceHigh ─────────────────────────────────────┘	COMMENT
38 more matches not shown…

Over-Commented Block308 hits · 307 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/sessions/scripts/discover-sessions.sh	1	#!/usr/bin/env bash	COMMENT
LOW	docs/competition/opencode/trace-opencode.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…s/happy-android/tools/fileicons/generate-file-icons.py	541	#	COMMENT
LOW	packages/happy-android/tools/prism/corpus/sample.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packages/happy-android/tools/prism/corpus/sample.c	1	// Observe macOS system capability changes for the Happy CLI.	COMMENT
LOW	…appy-android/app/src/main/resources/fileicons/seti.txt	1	# Generated by tools/fileicons/generate-file-icons.py from @peoplesgrocers/seti-ui-file-icons	COMMENT
LOW	…appy-android/app/src/main/resources/fileicons/seti.txt	21	#	COMMENT
LOW	…android/app/src/main/resources/diff/prism-grammars.txt	1	# Generated by tools/prism/generate-grammars.cjs from prismjs 1.30.0. Do not edit.	COMMENT
LOW	…p/src/main/kotlin/com/slopus/happy/chat/ChatReducer.kt	1	package com.slopus.happy.chat	COMMENT
LOW	packages/happy-server/tsconfig.json	1	{	COMMENT
LOW	packages/happy-server/tsconfig.json	21	// "removeComments": true, /* Do not emit comments to output. */	COMMENT
LOW	packages/happy-server/tsconfig.json	41	// "noFallthroughCasesInSwitch": true, /* Report errors for fallthrough cases in switch statement. */	COMMENT
LOW	packages/happy-server/sources/app/api/socketConfig.ts	21	connectTimeout: 20000,	COMMENT
LOW	…s/happy-server/sources/app/api/routes/sessionRoutes.ts	41	active: true,	COMMENT
LOW	…ages/happy-server/sources/app/api/socket/rpcHandler.ts	201	callback?.({ ok: false, error: 'Cannot call RPC on the same socket' });	COMMENT
LOW	packages/happy-server/sources/utils/log.ts	41	// IMPORTANT: do NOT use pino's `transport` option here.	COMMENT
LOW	packages/happy-app/nativewind-env.d.ts	1	/// <reference types="nativewind/types" />	COMMENT
LOW	…appy-app/sources/app/(app)/settings/connect/claude.tsx	21	// const handleSuccess = async (tokens: ClaudeAuthTokens) => {	COMMENT
LOW	packages/happy-app/sources/-session/SessionView.tsx	661	};	COMMENT
LOW	…ckages/happy-app/sources/components/MultiTextInput.tsx	301		COMMENT
LOW	packages/happy-app/sources/components/AgentInput.tsx	1141	}, []);	COMMENT
LOW	packages/happy-app/sources/components/MessageView.tsx	181	const bubblePalette = resolveUserMessageBubbleColor(userMessageBubbleColor, theme.dark);	COMMENT
LOW	packages/happy-app/sources/components/ChatList.tsx	461	expanded.add(group.id);	COMMENT
LOW	packages/happy-app/sources/components/ChatList.tsx	641	// list opens on the newest message with no scroll at all — which is the	COMMENT
LOW	packages/happy-app/sources/components/ChatList.tsx	661	// History is inserted at the far end of an inverted list — beyond the	COMMENT
LOW	…/happy-app/sources/components/HorizontalScrollView.tsx	1	import * as React from 'react';	COMMENT
LOW	…/happy-app/sources/components/HorizontalScrollView.tsx	21	//	COMMENT
LOW	…appy-app/sources/components/NativeSettingsMenu.ios.tsx	141	style={styles.host}	COMMENT
LOW	…kages/happy-app/sources/components/modelModeOptions.ts	101	description: option.description ?? null,	COMMENT
LOW	…kages/happy-app/sources/components/modelModeOptions.ts	161	// Keys are full model IDs rather than the short aliases, because the aliases	COMMENT
LOW	…kages/happy-app/sources/components/modelModeOptions.ts	241	// runOpenClaw never reads permissionMode, so neither of these changes what	COMMENT
LOW	…kages/happy-app/sources/components/modelModeOptions.ts	541	}	COMMENT
LOW	…es/happy-app/sources/hooks/useStartSessionFromDraft.ts	521	// Stop returns the composer on the next tick, prompt still in it, no	COMMENT
LOW	packages/happy-app/sources/sync/storage.ts	741	// Process new AgentState through reducer	COMMENT
LOW	packages/happy-app/sources/sync/sync.ts	2281		COMMENT
LOW	packages/happy-app/sources/sync/sync.ts	2321	}	COMMENT
LOW	…happy-app/sources/sync/encryption/encryptor.appspec.ts	301	// it('should encrypt and decrypt multiple Uint8Arrays', async () => {	COMMENT
LOW	…happy-app/sources/sync/encryption/encryptor.appspec.ts	321		COMMENT
LOW	…happy-app/sources/sync/encryption/encryptor.appspec.ts	341	// const decrypted1 = await encryptor.decrypt(encrypted1);	COMMENT
LOW	…happy-app/sources/sync/encryption/encryptor.appspec.ts	361		COMMENT
LOW	…happy-app/sources/sync/encryption/encryptor.appspec.ts	381	// const encryptor = new AES256Encryption(secretKey);	COMMENT
LOW	…happy-app/sources/sync/encryption/encryptor.appspec.ts	401	// }	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1	import { describe, it, expect } from 'vitest';	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	21	// if (rawParsed[i].role === 'agent' && ((rawParsed[i] as any).content.data.type === 'system' \|\| (rawPar	COMMENT
LOW	…ckages/happy-app/sources/sync/reducer/reducerTracer.ts	1	// ============================================================================	COMMENT
LOW	…ckages/happy-app/sources/sync/reducer/reducerTracer.ts	21	// - A parentUUID: Reference to its parent message (for nested responses)	COMMENT
LOW	…ckages/happy-app/sources/sync/reducer/reducerTracer.ts	41	// 5. Propagation: Once a sidechain root is identified, all its descendants	COMMENT
LOW	packages/happy-ios/Package.swift	1	// swift-tools-version: 6.2	COMMENT
LOW	…kages/happy-ios/Tests/HappyDirectUITests/UITests.swift	21	return replaced	COMMENT
LOW	…-ios/Tests/HappyDirectUITests/ScrollPerfGymTests.swift	21	}()	COMMENT
LOW	…ios/Tests/HappyUIKitTests/AgentIdentityViewTests.swift	41	#endif	COMMENT
LOW	…ios/Tests/HappyUIKitTests/ComposerEditorGeometry.swift	1	#if canImport(UIKit)	COMMENT
LOW	…HappyUIKitHostedTests/HostedHomeScrollTraceTests.swift	41	/// - at rest, around one update: the row's window position before and	COMMENT
LOW	…s/HappyUIKitHostedTests/HostedSidebarBounceTests.swift	81	#endif	COMMENT
LOW	…ts/HappyUIKitHostedTests/HostedShimmerLabelTests.swift	41	#endif	COMMENT
LOW	…appy-ios/Tests/HappyChatUITests/ChatUltraQATests.swift	1	import XCTest	COMMENT
LOW	…appy-ios/Tests/HappyChatUITests/ChatUltraQATests.swift	1341		COMMENT
LOW	…ppy-ios/Tests/HappyChatUITests/ChatScrollUITests.swift	121	let content = number(touch["offsetTravelWithKeyboard"])	COMMENT
LOW	packages/happy-ios/Harness/WhatsNewHarness.swift	1	#if canImport(UIKit)	COMMENT
LOW	packages/happy-ios/Harness/StoriesHarness.swift	1	#if canImport(UIKit) && (DEBUG \|\| HAPPY_FIXTURES)	COMMENT
248 more matches not shown…

Empty Error Handlers15 hits · 75 pts

Severity	File	Line	Snippet	Context
HIGH	.agents/skills/sessions/scripts/extract-errors.py	111	except (json.JSONDecodeError, KeyError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-errors.py	80	except (IndexError, ValueError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-skeleton.py	342	except (json.JSONDecodeError, KeyError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-skeleton.py	250	except (IndexError, ValueError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-metadata.py	94	except (OSError, IOError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-metadata.py	171	except (OSError, IOError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-metadata.py	33	except (json.JSONDecodeError, KeyError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-metadata.py	55	except (json.JSONDecodeError, KeyError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-metadata.py	68	except (json.JSONDecodeError, KeyError):	CODE
HIGH	.agents/skills/sessions/scripts/extract-metadata.py	92	except (json.JSONDecodeError, KeyError):	CODE
HIGH	packages/happy-android/tools/prism/corpus/sample.py	111	except (json.JSONDecodeError, KeyError):	CODE
HIGH	packages/happy-android/tools/prism/corpus/sample.py	80	except (IndexError, ValueError):	CODE
HIGH	packages/happy-ios/scripts/perf-gym/gym.py	410	except Exception:	CODE
HIGH	packages/happy-ios/scripts/perf-gym/gym.py	315	except RuntimeError:	CODE
HIGH	packages/happy-ios/scripts/perf-gym/fakellm.py	122	except (BrokenPipeError, ConnectionResetError):	CODE

Structural Annotation Overuse50 hits · 69 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/release/SKILL.md	15	## Step 0: Where you release from (never skipped)	COMMENT
LOW	.agents/skills/release/SKILL.md	81	## Step 1: Pick a target	COMMENT
LOW	.agents/skills/release/SKILL.md	116	### Step 2: Gather state	COMMENT
LOW	.agents/skills/release/SKILL.md	134	### Step 3: Pick channel and version	COMMENT
LOW	.agents/skills/release/SKILL.md	144	### Step 4: Version bump	COMMENT
LOW	.agents/skills/release/SKILL.md	215	### Step 5: Build	COMMENT
LOW	.agents/skills/release/SKILL.md	259	### Step 6: Test (unit only)	COMMENT
LOW	.agents/skills/release/SKILL.md	271	### Step 7: Publish	COMMENT
LOW	.agents/skills/release/SKILL.md	305	### Step 8: Verify	COMMENT
LOW	.agents/skills/release/SKILL.md	330	### Step 9: Read back the release and installed-package verification	COMMENT
LOW	…es/happy-server/sources/app/github/githubDisconnect.ts	21	// Step 1: Check if user has GitHub connection	COMMENT
LOW	…es/happy-server/sources/app/github/githubDisconnect.ts	36	// Step 2: Transaction for atomic database operations	COMMENT
LOW	…es/happy-server/sources/app/github/githubDisconnect.ts	53	// Step 3: Send update via socket (after transaction completes)	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	34	// Step 1: Check if user is already connected to this exact GitHub account	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	43	// Step 2: Check if GitHub account is connected to another user	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	55	// Step 3: Upload avatar to S3 (outside transaction for performance)	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	63	// Step 4: Start transaction for atomic database operations	COMMENT
LOW	…kages/happy-server/sources/app/github/githubConnect.ts	93	// Step 5: Send update via socket (after transaction completes)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1230	// Step 1: Create pending permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1249	// Step 2: Approve permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1269	// Step 3: Tool call arrives	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1295	// Step 4: Tool result arrives	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2141	// Step 1: Load tool message first (without AgentState) - simulates messages loaded before sessions	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2170	// Step 2: AgentState arrives with both pending and approved (sessions loaded)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2206	// Step 1: Load tool message first	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2227	// Step 2: AgentState arrives with denied permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2265	// Step 1: Load tool message first	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2286	// Step 2: AgentState arrives with canceled permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2405	// Step 1: Load tool message that's already completed	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2450	// Step 2: AgentState arrives with approved permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2483	// Step 1: Load completed tool	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2523	// Step 2: AgentState with denied permission (too late!)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2557	// Step 1: Load tool that errored	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2598	// Step 2: AgentState with approved permission (too late to help)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2623	// Step 1: Load tool that errored	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2659	// Step 2: AgentState with denied permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2687	// Step 1: Tool call	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2707	// Step 2: Tool result arrives	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2731	// Step 3: AgentState arrives later with permission info	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2814	// Step 1: Process tool messages WITHOUT AgentState (simulating messages loading before session)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2847	// Step 2: Later, AgentState arrives with permission for this tool	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2887	// Step 1: Messages load WITHOUT AgentState (session hasn't arrived yet)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2951	// Step 2: Session arrives with AgentState containing permission info	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2975	// Step 3: User sends a new message, triggering a new reducer call	COMMENT
LOW	…happy-app/sources/sync/reducer/phase0-skipping.spec.ts	152	// Step 1: Process tools without AgentState	COMMENT
LOW	…happy-app/sources/sync/reducer/phase0-skipping.spec.ts	181	// Step 2: AgentState arrives later with permission	COMMENT
LOW⚡	packages/happy-cli/src/ui/auth.ts	259	// Step 1: Handle authentication	COMMENT
LOW⚡	packages/happy-cli/src/utils/serverConnectionErrors.ts	185	// Step 1: Health check - verify server is reachable	COMMENT
LOW⚡	packages/happy-cli/src/utils/serverConnectionErrors.ts	191	// Step 2: Server available - perform reconnection callback	COMMENT
LOW⚡	packages/happy-cli/src/utils/serverConnectionErrors.ts	199	// Step 3: Mark success and notify user	COMMENT

Fake / Example Data61 hits · 55 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/agent-browser/SKILL.md	23	agent-browser fill @e1 "user@example.com"	CODE
LOW	.agents/skills/agent-browser/SKILL.md	39	agent-browser fill @e1 "user@example.com" && agent-browser fill @e2 "password123" && agent-browser click @e3	CODE
LOW	.agents/skills/agent-browser/SKILL.md	110	agent-browser fill @e1 "Jane Doe"	CODE
LOW	.agents/skills/office-hours/SKILL.md	433	- Include realistic placeholder content (not "Lorem ipsum" — use content that matches the actual use case)	CODE
LOW	…uperpowers/plans/2026-06-10-codex-image-attachments.md	1248	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	…slopus/happy/ui/components/ThumbHashPlaceholderTest.kt	62	assertBox("placeholder", rule.node(RemoteImageTags.PLACEHOLDER).getUnclippedBoundsInRoot(), 0.dp, 0.dp, 48.dp, 4	CODE
LOW	…ckages/happy-server/sources/utils/separateName.spec.ts	6	const result = separateName('John Doe');	CODE
LOW	packages/happy-app/sources/app/(app)/dev/tools2.tsx	135	command: 'git log --pretty=format:"%h - %an, %ar : %s" --graph --since=2.weeks --author="John Doe" --gre	CODE
LOW	…s/happy-app/sources/sync/attachmentDiagnostics.test.ts	231	expect(serialized).not.toContain('user@example.com');	CODE
LOW	…happy-ios/Tests/HappyUIKitTests/ChatOpeningTests.swift	22	XCTAssertTrue(ChatOpening.shows(missing: ["rows", "placeholder"], elapsed: 0.2))	CODE
LOW	…/Tests/HappyCoreTests/ComposerKeystrokeCostTests.swift	34	let opening = String(repeating: "lorem ipsum ", count: length / 12 + 1).prefix(length)	CODE
LOW	…ests/HappyCoreTests/ComposerActiveWordUnitsTests.swift	79	let content = String(repeating: "Lorem ipsum dolor sit amet. ", count: 4_000) + "see @Sources/Happy"	CODE
LOW	…ests/HappyCoreTests/ComposerActiveWordUnitsTests.swift	79	let content = String(repeating: "Lorem ipsum dolor sit amet. ", count: 4_000) + "see @Sources/Happy"	CODE
LOW	…appy-ios/Tests/HappyChatUITests/ChatUltraQATests.swift	1670	shown = s["placeholder"] as? String ?? "none"	CODE
LOW	…appy-ios/Tests/HappyChatUITests/ChatUltraQATests.swift	1717	guard (state()["listInWindow"] as? Bool) == true \|\| (state()["placeholder"] as? String ?? "none") != "none" else	CODE
LOW	packages/happy-ios/Harness/ChatUltraQAProbe.swift	868	away["placeholder"] = placeholderKind(in: window)	CODE
LOW	packages/happy-ios/Harness/ChatUltraQAProbe.swift	888	value["placeholder"] = placeholderKind(in: window)	CODE
LOW	…os/Sources/HappyUI/Chat/LegacyChatViewController.swift	572	if !placeholder.isHidden, !placeholder.measure.isSettled { missing.append("placeholder") }	CODE
LOW	…kages/happy-ios/Sources/HappyUI/Chat/ChatOpening.swift	12	static let mayComeLate: Set<String> = ["rows", "placeholder"]	CODE
LOW	…ages/happy-cli/docs/bug-fix-plan-2025-01-15-athundt.md	233	new ApiSessionClient('fake-token', { id: 'test' } as any);	CODE
LOW	…ages/happy-cli/docs/bug-fix-plan-2025-01-15-athundt.md	262	const api = new Api('fake-key');	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	190	new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	202	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	221	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	236	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	257	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	280	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	305	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	351	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	399	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	425	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	468	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	579	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	636	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	673	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	711	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	752	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	792	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	825	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	869	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	926	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	946	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	997	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1048	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1088	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1107	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1129	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1157	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1187	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1207	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1248	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1265	new ApiSessionClient('fake-token', session);	CODE
LOW	packages/happy-cli/src/api/apiSession.test.ts	1283	const client = new ApiSessionClient('fake-token', session);	CODE
LOW	…es/happy-cli/src/api/apiMachine.resumeFallback.test.ts	73	const client = new ApiMachineClient('fake-token', makeMachine());	CODE
LOW	packages/happy-cli/src/api/apiMachine.test.ts	133	const client = new ApiMachineClient('fake-token', makeMachine());	CODE
LOW	packages/happy-cli/src/api/apiMachine.test.ts	154	const client = new ApiMachineClient('fake-token', makeMachine());	CODE
LOW	packages/happy-cli/src/api/apiMachine.test.ts	173	const client = new ApiMachineClient('fake-token', makeMachine());	CODE
LOW	packages/happy-cli/src/api/apiMachine.test.ts	201	const client = new ApiMachineClient('fake-token', makeMachine());	CODE
LOW	packages/happy-cli/src/api/apiMachine.test.ts	226	const client = new ApiMachineClient('fake-token', makeMachine());	CODE
LOW	packages/happy-cli/src/api/apiMachine.test.ts	244	const client = new ApiMachineClient('fake-token', machine);	CODE
1 more matches not shown…

Verbosity Indicators40 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW	…es/happy-server/sources/app/github/githubDisconnect.ts	21	// Step 1: Check if user has GitHub connection	COMMENT
LOW	…es/happy-server/sources/app/github/githubDisconnect.ts	36	// Step 2: Transaction for atomic database operations	COMMENT
LOW	…es/happy-server/sources/app/github/githubDisconnect.ts	53	// Step 3: Send update via socket (after transaction completes)	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	34	// Step 1: Check if user is already connected to this exact GitHub account	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	43	// Step 2: Check if GitHub account is connected to another user	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	55	// Step 3: Upload avatar to S3 (outside transaction for performance)	COMMENT
LOW⚡	…kages/happy-server/sources/app/github/githubConnect.ts	63	// Step 4: Start transaction for atomic database operations	COMMENT
LOW	…kages/happy-server/sources/app/github/githubConnect.ts	93	// Step 5: Send update via socket (after transaction completes)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1230	// Step 1: Create pending permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1249	// Step 2: Approve permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1269	// Step 3: Tool call arrives	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	1295	// Step 4: Tool result arrives	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2141	// Step 1: Load tool message first (without AgentState) - simulates messages loaded before sessions	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2170	// Step 2: AgentState arrives with both pending and approved (sessions loaded)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2206	// Step 1: Load tool message first	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2227	// Step 2: AgentState arrives with denied permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2265	// Step 1: Load tool message first	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2286	// Step 2: AgentState arrives with canceled permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2405	// Step 1: Load tool message that's already completed	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2450	// Step 2: AgentState arrives with approved permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2483	// Step 1: Load completed tool	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2523	// Step 2: AgentState with denied permission (too late!)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2557	// Step 1: Load tool that errored	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2598	// Step 2: AgentState with approved permission (too late to help)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2623	// Step 1: Load tool that errored	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2659	// Step 2: AgentState with denied permission	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2687	// Step 1: Tool call	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2707	// Step 2: Tool result arrives	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2731	// Step 3: AgentState arrives later with permission info	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2814	// Step 1: Process tool messages WITHOUT AgentState (simulating messages loading before session)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2847	// Step 2: Later, AgentState arrives with permission for this tool	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2887	// Step 1: Messages load WITHOUT AgentState (session hasn't arrived yet)	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2951	// Step 2: Session arrives with AgentState containing permission info	COMMENT
LOW	packages/happy-app/sources/sync/reducer/reducer.spec.ts	2975	// Step 3: User sends a new message, triggering a new reducer call	COMMENT
LOW	…happy-app/sources/sync/reducer/phase0-skipping.spec.ts	152	// Step 1: Process tools without AgentState	COMMENT
LOW	…happy-app/sources/sync/reducer/phase0-skipping.spec.ts	181	// Step 2: AgentState arrives later with permission	COMMENT
LOW⚡	packages/happy-cli/src/ui/auth.ts	259	// Step 1: Handle authentication	COMMENT
LOW⚡	packages/happy-cli/src/utils/serverConnectionErrors.ts	185	// Step 1: Health check - verify server is reachable	COMMENT
LOW⚡	packages/happy-cli/src/utils/serverConnectionErrors.ts	191	// Step 2: Server available - perform reconnection callback	COMMENT
LOW⚡	packages/happy-cli/src/utils/serverConnectionErrors.ts	199	// Step 3: Mark success and notify user	COMMENT

Cross-File Repetition10 hits · 50 pts

Severity	File	Snippet	Context
HIGH	…/kotlin/com/slopus/happy/ui/tablet/TabletLayoutTest.kt	{"path":"/home/me/app","host":"devbox","homedir":"/home/me","os":"linux","summary":{"text":"fix the login","updatedat":1	STRING
HIGH	…test/kotlin/com/slopus/happy/ui/chat/ChatLayoutTest.kt	{"path":"/home/me/app","host":"devbox","homedir":"/home/me","os":"linux","summary":{"text":"fix the login","updatedat":1	STRING
HIGH	…tlin/com/slopus/happy/ui/layout/FontScaleLayoutTest.kt	{"path":"/home/me/app","host":"devbox","homedir":"/home/me","os":"linux","summary":{"text":"fix the login","updatedat":1	STRING
HIGH	…/kotlin/com/slopus/happy/ui/chat/ChatWorkGroupsTest.kt	{"path":"/repo","host":"devbox","summary":{"text":"chat","updatedat":1}}	STRING
HIGH	…/kotlin/com/slopus/happy/ui/chat/ChatOlderInsetTest.kt	{"path":"/repo","host":"devbox","summary":{"text":"chat","updatedat":1}}	STRING
HIGH	…tlin/com/slopus/happy/ui/chat/ChatRecompositionTest.kt	{"path":"/repo","host":"devbox","summary":{"text":"chat","updatedat":1}}	STRING
HIGH	…/kotlin/com/slopus/happy/ui/chat/ChatDockLayoutTest.kt	{"path":"/repo","host":"devbox","summary":{"text":"chat","updatedat":1}}	STRING
HIGH	…test/kotlin/com/slopus/happy/ui/chat/ToolLayoutTest.kt	{"file_path":"/repo/a.kt","old_string":"a","new_string":"b"}	STRING
HIGH	…tlin/com/slopus/happy/ui/chat/ChatRecompositionTest.kt	{"file_path":"/repo/a.kt","old_string":"a","new_string":"b"}	STRING
HIGH	…st/kotlin/com/slopus/happy/ui/files/FilesLayoutTest.kt	{"file_path":"/repo/a.kt","old_string":"a","new_string":"b"}	STRING

AI Slop Vocabulary13 hits · 35 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/competition/opencode/trace-opencode.sh	3	# trace-opencode.sh — reusable harness for tracing OpenCode's protocol	COMMENT
MEDIUM	…droid/app/src/test/resources/diff/prism-reference.json	1	[{"lang":"typescript","file":"sample.ts","text":"/*\n Turns raw patches into render-ready `DiffDocument`s.\n \n Al	CODE
MEDIUM	packages/happy-app/sources/components/HomeDock.tsx	495	// dot and one line saying what is happening now. Absolutely placed in the	COMMENT
MEDIUM	…kages/happy-app/sources/sync/__testdata__/trace_0.json	907	"text": "## Summary of API Module Structure\n\nBased on the header comments and	CODE
MEDIUM	…kages/happy-app/sources/sync/__testdata__/trace_0.json	919	"text": "## Summary of API Module Structure\n\nBased on the header comments and file con	CODE
MEDIUM	…kages/happy-app/sources/sync/__testdata__/trace_0.json	1005	"text": "## Summary of API Module Structure\n\nBased on the header comments and file con	CODE
MEDIUM⚡	…urces/HappyCore/Localization/TranslationCatalogs.swift	7	("en", ####"{"agentInput.agent.claude":"Claude","agentInput.agent.codex":"Codex","agentInput.agent.gemini":"Gemi	CODE
MEDIUM⚡	…urces/HappyCore/Localization/TranslationCatalogs.swift	8	("ru", ####"{"agentInput.agent.claude":"Claude","agentInput.agent.codex":"Codex","agentInput.agent.gemini":"Gemi	CODE
MEDIUM⚡	…urces/HappyCore/Localization/TranslationCatalogs.swift	10	("es", ####"{"agentInput.agent.claude":"Claude","agentInput.agent.codex":"Codex","agentInput.agent.gemini":"Gemi	CODE
MEDIUM⚡	…urces/HappyCore/Localization/TranslationCatalogs.swift	11	("it", ####"{"agentInput.agent.claude":"Claude","agentInput.agent.codex":"Codex","agentInput.agent.gemini":"Gemi	CODE
MEDIUM⚡	…urces/HappyCore/Localization/TranslationCatalogs.swift	12	("pt", ####"{"agentInput.agent.claude":"Claude","agentInput.agent.codex":"Codex","agentInput.agent.gemini":"Gemi	CODE
MEDIUM⚡	…urces/HappyCore/Localization/TranslationCatalogs.swift	14	("zh-Hans", ####"{"agentInput.agent.claude":"Claude","agentInput.agent.codex":"Codex","agentInput.agent.gemini":	CODE
MEDIUM⚡	…urces/HappyCore/Localization/TranslationCatalogs.swift	15	("zh-Hant", ####"{"agentInput.agent.claude":"Claude","agentInput.agent.codex":"Codex","agentInput.agent.gemini":	CODE

Deep Nesting31 hits · 31 pts

Severity	File	Line	Context
LOW	.agents/skills/sessions/scripts/extract-errors.py	51	CODE
LOW	.agents/skills/sessions/scripts/extract-errors.py	64	CODE
LOW	.agents/skills/sessions/scripts/extract-skeleton.py	72	CODE
LOW	.agents/skills/sessions/scripts/extract-skeleton.py	154	CODE
LOW	.agents/skills/sessions/scripts/extract-skeleton.py	221	CODE
LOW	.agents/skills/sessions/scripts/extract-skeleton.py	271	CODE
LOW	.agents/skills/sessions/scripts/extract-metadata.py	38	CODE
LOW	.agents/skills/sessions/scripts/extract-metadata.py	80	CODE
LOW	.agents/skills/sessions/scripts/extract-metadata.py	99	CODE
LOW	.agents/skills/sessions/scripts/extract-metadata.py	188	CODE
LOW	…s/happy-android/tools/fileicons/generate-file-icons.py	101	CODE
LOW	…s/happy-android/tools/fileicons/generate-file-icons.py	157	CODE
LOW	packages/happy-android/tools/prism/corpus/sample.py	51	CODE
LOW	packages/happy-android/tools/prism/corpus/sample.py	64	CODE
LOW	packages/happy-ios/scripts/generate-file-icons.py	105	CODE
LOW	packages/happy-ios/scripts/generate-file-icons.py	161	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	430	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	456	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	478	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	507	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	598	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	682	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	206	CODE
LOW	…kages/happy-ios/scripts/generate-test-sticker-packs.py	45	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	86	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	144	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	282	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	471	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	659	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	759	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	157	CODE

Modern AI Meta-Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/experimental/roadmap.md	28	## P0. Happy-agent orchestration and task fan-out	COMMENT
MEDIUM	docs/plans/happy-agent.md	37	### Task 1: Package scaffolding and build setup	COMMENT
MEDIUM	docs/plans/session-protocol-v2.md	825	- [Linux Foundation AAIF](https://www.linuxfoundation.org/press/linux-foundation-announces-the-formation-of-the-agentic-	CODE

Excessive Try-Catch Wrapping4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	packages/happy-ios/scripts/perf-gym/gym.py	335	except Exception:	CODE
LOW	packages/happy-ios/scripts/perf-gym/gym.py	410	except Exception:	CODE
MEDIUM	packages/happy-ios/scripts/perf-gym/gym.py	332	def healthy():	CODE
MEDIUM	packages/happy-ios/scripts/perf-gym/gym.py	406	def start_fake():	CODE

Unused Imports5 hits · 5 pts

Severity	File	Line	Context
LOW	…s/happy-android/tools/fileicons/generate-file-icons.py	29	CODE
LOW	packages/happy-ios/scripts/generate-file-icons.py	33	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	26	CODE
LOW	packages/happy-ios/scripts/generate-icons.py	31	CODE
LOW	packages/happy-ios/scripts/generate-bot-faces.py	30	CODE

AI Structural Patterns2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…s/happy-android/tools/fileicons/generate-file-icons.py	258		CODE
LOW	packages/happy-ios/scripts/generate-file-icons.py	262		CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/competition/opencode/trace-opencode.sh	8	# Usage:	COMMENT

TODO Padding1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…/happy-app/sources/app/(app)/dev/messages-demo-data.ts	360	content: `/src/App.tsx:15: // TODO: Add error boundary	CODE

slopus/happy

Open-Source Code Quality, Security and Technical Debt Review