6.8

Adjusted Signal

6.8

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

8.2K

Stars

Kotlin

Language

404.3K

Lines of Code

2.7K

Files

630

Pattern Hits

2026-10-31

Scan Date

0.05

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 1.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 80 finding(s).

Hallucinated Dependency & Supply Chain Risk 15.8/100 · LOW

Are imports declared and package/API names verified? 129 finding(s).

Agent Over-Engineering Ratio 14.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 422 finding(s).

PR Review Velocity Impact 27.2/100 · MEDIUM

Which changes need focused human review? 630 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 119HIGH 4MEDIUM 422LOW 85

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 630 distinct pattern matches across 13 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 Indicators119 hits · 1375 pts

Severity	File	Line	Snippet	Context
CRITICAL	…rc/test/java/ceui/pixiv/ui/detail/AuthorTagMenuTest.kt	191	val palette = ceui.pixiv.witstudio.theme.V3Palette.from(host)	CODE
CRITICAL	…/src/test/java/ceui/pixiv/sticker/StickerPickerTest.kt	67	.setInsets(androidx.core.view.WindowInsetsCompat.Type.ime(), androidx.core.graphics.Insets.of(0, 0, 0, d	CODE
CRITICAL	…/src/test/java/ceui/pixiv/sticker/StickerPickerTest.kt	116	val palette = ceui.pixiv.witstudio.theme.V3Palette.from(context)	CODE
CRITICAL	…/src/test/java/ceui/pixiv/sticker/StickerPickerTest.kt	164	.setInsets(androidx.core.view.WindowInsetsCompat.Type.navigationBars(), androidx.core.graphics.I	CODE
CRITICAL	…/src/test/java/ceui/pixiv/sticker/StickerPickerTest.kt	226	val primary = ceui.pixiv.witstudio.theme.V3Palette.from(context).primary	CODE
CRITICAL	…rc/test/java/ceui/pixiv/feeds/FeedRefreshScrollTest.kt	74	assertEquals(101, fragment.model.uiState.value.items.first().feedKey)	CODE
CRITICAL	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	157	ceui.pixiv.ui.referral.ReferralPlanFragment.newInstance(	CODE
CRITICAL	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	432	ceui.pixiv.ui.library.BookmarkLibraryFragment.newInstance()	CODE
CRITICAL	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	445	ceui.pixiv.ui.library.NovelBookmarkLibraryFragment.newInstance()	CODE
CRITICAL⚡	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	458	ceui.pixiv.db.mirror.MirrorContentType.of(	CODE
CRITICAL⚡	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	466	ceui.pixiv.ui.library.BookmarkLibraryFragment.newInstance(starType = starType)	CODE
CRITICAL⚡	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	468	ceui.pixiv.ui.library.NovelBookmarkLibraryFragment.newInstance(	CODE
CRITICAL⚡	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	472	ceui.pixiv.ui.library.FollowingLibraryFragment.newInstance(	CODE
CRITICAL	…/java/ceui/pixiv/ui/navigation/TemplateRouteFactory.kt	485	ceui.pixiv.ui.library.FollowingLibraryFragment.newInstance()	CODE
CRITICAL	…/src/main/java/ceui/pixiv/ui/common/MediaStoreUtils.kt	40	val handle = ceui.pixiv.download.DownloadsRegistry.downloads.openRaw(	CODE
CRITICAL	…/src/main/java/ceui/pixiv/ui/common/MediaStoreUtils.kt	42	ceui.pixiv.download.model.RelativePath.parse("ShaftImages/$displayName"),	CODE
CRITICAL	…/src/main/java/ceui/pixiv/ui/common/MediaStoreUtils.kt	136	val handle = ceui.pixiv.download.DownloadsRegistry.downloads.openRaw(	CODE
CRITICAL	…c/main/java/ceui/pixiv/ui/detail/ArtworkV3ViewModel.kt	222	!com.blankj.utilcode.util.NetworkUtils.isWifiConnected()	CODE
CRITICAL	…c/main/java/ceui/pixiv/ui/detail/ArtworkV3ViewModel.kt	449	isWifiConnected: Boolean = com.blankj.utilcode.util.NetworkUtils.isWifiConnected(),	CODE
CRITICAL	…va/ceui/pixiv/ui/detail/frames/UgoiraFramesFragment.kt	328	addView(duration.apply { maxLines = 1 }, com.google.android.flexbox.FlexboxLayout.LayoutParams(-2, -2).apply	CODE
CRITICAL	…va/ceui/pixiv/ui/novel/reader/NovelReaderV3Fragment.kt	1394	val charIndex = ceui.pixiv.ui.novel.reader.paginate.ContentParser.resolveJumpTarget(toks, target)	CODE
CRITICAL	…va/ceui/pixiv/ui/novel/reader/NovelReaderV3Fragment.kt	1719	return ceui.pixiv.ui.novel.local.LocalLibraryStore.novelIdFor(localKey)	CODE
CRITICAL	…a/ceui/pixiv/ui/novel/reader/NovelReaderV3ViewModel.kt	246	val text = ceui.pixiv.ui.novel.local.TextDecoder.decode(bytes)	CODE
CRITICAL	…eui/pixiv/ui/novel/reader/export/NovelExportManager.kt	90	val effectivePolicy = retryPolicy ?: if (com.blankj.utilcode.util.AppUtils.isAppForeground()) {	CODE
CRITICAL	…ceui/pixiv/ui/novel/reader/export/MergedNovelWriter.kt	515	?: com.blankj.utilcode.util.ActivityUtils.getTopActivity()	CODE
CRITICAL	…ceui/pixiv/ui/novel/reader/export/MergedNovelWriter.kt	516	if (act == null \|\| act.isFinishing \|\| act.isDestroyed \|\| !com.blankj.utilcode.util.AppUtils.isAppForeground(	CODE
CRITICAL	…java/ceui/pixiv/ui/novel/reader/export/EpubExporter.kt	95	val act = retryPolicy.activity ?: com.blankj.utilcode.util.ActivityUtils.getTopActivity()	CODE
CRITICAL	…java/ceui/pixiv/ui/novel/reader/export/EpubExporter.kt	96	if (act == null \|\| act.isFinishing \|\| act.isDestroyed \|\| !com.blankj.utilcode.util.AppUtils.	CODE
CRITICAL	…java/ceui/pixiv/ui/novel/reader/export/EpubExporter.kt	157	val act = retryPolicy.activity ?: com.blankj.utilcode.util.ActivityUtils.getTopActivity()	CODE
CRITICAL	…java/ceui/pixiv/ui/novel/reader/export/EpubExporter.kt	158	if (act == null \|\| act.isFinishing \|\| act.isDestroyed \|\| !com.blankj.utilcode.util.AppUtils.isAppFor	CODE
CRITICAL	app/src/main/java/ceui/pixiv/ui/muted/MuteTagSheet.kt	268	val lp = com.google.android.flexbox.FlexboxLayout.LayoutParams(	CODE
CRITICAL	…in/java/ceui/pixiv/widget/telegram/SpoilerEffect2.java	472	egl = (EGL10) javax.microedition.khronos.egl.EGLContext.getEGL();	CODE
CRITICAL	…ain/java/ceui/pixiv/chat/base/widget/EmptyStateView.kt	55	setTextColor(com.google.android.material.color.MaterialColors.getColor(this, com.google.android.material.R.a	CODE
CRITICAL	…ain/java/ceui/pixiv/chat/base/widget/EmptyStateView.kt	65	setTextColor(com.google.android.material.color.MaterialColors.getColor(this, com.google.android.material.R.a	CODE
CRITICAL	…c/main/java/ceui/pixiv/chat/base/widget/StateLayout.kt	171	val color = com.google.android.material.color.MaterialColors.getColor(	CODE
CRITICAL	app/src/main/java/ceui/pixiv/auth/AuthApi.kt	93	ceui.pixiv.shaftapi.MediaHttpTransport.apiClient.newBuilder()	CODE
CRITICAL	…main/java/ceui/pixiv/plaza/ui/PlazaTimelineFragment.kt	50	androidx.activity.result.contract.ActivityResultContracts.StartActivityForResult()	CODE
CRITICAL	app/src/main/java/ceui/lisa/core/Manager.java	1523	.url(ceui.lisa.http.ImageHostManager.INSTANCE.rewrite(dlUrl))	CODE
CRITICAL	app/src/main/java/ceui/lisa/core/Manager.java	1661	.url(ceui.lisa.http.ImageHostManager.INSTANCE.rewrite(dlUrl))	CODE
CRITICAL	…/ceui/lisa/fragments/FragmentSettingsExperimental.java	114	ceui.pixiv.ui.settings.WitDialogGallery.showWit(mContext));	CODE
CRITICAL	…/ceui/lisa/fragments/FragmentSettingsExperimental.java	165	ceui.pixiv.ui.debug.DebugMirrorBannerTrigger.show(mContext));	CODE
CRITICAL	…/ceui/lisa/fragments/FragmentSettingsExperimental.java	178	ceui.pixiv.ui.debug.DebugUpdateSheetTrigger.show(this));	CODE
CRITICAL	app/src/main/java/ceui/lisa/fragments/FragmentHolder.kt	57	ceui.pixiv.ui.user.UserMangaFeedFragment.newInstance(data.user?.id ?: 0L, false),	CODE
CRITICAL	…c/main/java/ceui/lisa/fragments/FragmentSettingsHub.kt	31	val palette = ceui.pixiv.witstudio.theme.V3Palette.from(mContext)	CODE
CRITICAL	…c/main/java/ceui/lisa/fragments/FragmentSettingsHub.kt	78	val palette = ceui.pixiv.witstudio.theme.V3Palette.from(mContext)	CODE
CRITICAL	…java/ceui/lisa/fragments/FragmentSettingsBrowsing.java	336	ceui.pixiv.ui.synonym.SynonymBuiltinDict.autoImportIfNeeded(appContext)	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	264	for (String tag : ceui.pixiv.i18n.AppLocales.INSTANCE.getSupportedTags()) {	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	265	labels.add(ceui.pixiv.i18n.AppLocales.INSTANCE.displayName(tag));	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	269	if (!ceui.pixiv.i18n.AppLocales.INSTANCE.isFollowingSystem()) {	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	270	String currentTag = ceui.pixiv.i18n.AppLocales.INSTANCE.currentLocale().toLanguageTag();	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	278	ceui.pixiv.i18n.AppLocales.INSTANCE.apply(tag);	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	893	if (ceui.pixiv.i18n.AppLocales.INSTANCE.isFollowingSystem()) {	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	896	Locale loc = ceui.pixiv.i18n.AppLocales.INSTANCE.currentLocale();	CODE
CRITICAL⚡	…va/ceui/lisa/fragments/FragmentSettingsAppearance.java	897	return ceui.pixiv.i18n.AppLocales.INSTANCE.displayName(loc.toLanguageTag());	CODE
CRITICAL⚡	…/java/ceui/lisa/fragments/FragmentSettingsNetwork.java	154	ceui.lisa.http.ImageHostManager.Mode.CUSTOM.ordinal();	CODE
CRITICAL⚡	…/java/ceui/lisa/fragments/FragmentSettingsNetwork.java	159	if (mode == ceui.lisa.http.ImageHostManager.Mode.PIXIV_CAT.ordinal()) {	CODE
CRITICAL⚡	…/java/ceui/lisa/fragments/FragmentSettingsNetwork.java	161	} else if (mode == ceui.lisa.http.ImageHostManager.Mode.PIXIV_RE.ordinal()) {	CODE
CRITICAL⚡	…/java/ceui/lisa/fragments/FragmentSettingsNetwork.java	163	} else if (mode == ceui.lisa.http.ImageHostManager.Mode.PIXIV_NL.ordinal()) {	CODE
CRITICAL	app/src/main/java/ceui/lisa/fragments/FragmentSAF.java	36	ceui.pixiv.download.config.DownloadItems.illustPage(illustsBean, 0));	CODE
CRITICAL	…ain/java/ceui/lisa/fragments/FragmentSettingsData.java	527	new ceui.pixiv.witstudio.dialog.WitTipDialog.Builder(getActivity())	CODE
59 more matches not shown…

Decorative Section Separators419 hits · 1239 pts

Severity	File	Line	Snippet	Context
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	218	// ── 1. Happy path ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	256	// ── 2. State sequence ─────────────────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	316	// ── 3. Idempotent connect ─────────────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	346	// ── 4. disconnect blocks reconnect ────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	372	// ── 5. Server-initiated close triggers reconnect ──────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	406	// ── 6. Stale-socket guard (P0-1 regression test) ──────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	455	// ── 7. Buffered messages flushed in order on (re)connect ──────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	488	// ── 8. drain on disconnect ────────────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	529	// ── 9. sendSuspending suspends on full buffer with Suspend strategy ───────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	560	// ── 10. DropOldest backpressure ───────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	652	// ── 11. DropNewest backpressure ───────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	681	// ── 12. Terminate after maxAttempts ───────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	718	// ── 13. close() makes everything no-op ────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	740	// ── 14. send() return values across lifecycle ─────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	769	// ── 15. Empty / null behaviors ────────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	789	// ── 16. cancel() after disconnect is a no-op ──────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	810	// ── 17. P1 fix: disconnect → connect cycle drops queued messages ──────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	861	// ── 18. P0-1: Auth refresh — happy path ───────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	890	// ── 19. P0-1: Auth refresh — exhausted ────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	917	// ── 20. P0-1: Auth refresh — refresh hook returns false ───────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	948	// ── 21. P0-1: Auth refresh budget refills on successful connect ───────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	998	// ── 22. P0-1: maxAuthRefreshAttempts = 0 means no refresh, fail fast ──────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1022	// ── 23. P0-1: non-auth failures still go through reconnect strategy ───────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1047	// ── 24. P0-1: custom isAuthFailure recognises a 4xxx close code ───────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1088	// ── 25. Binary frame end-to-end ─────────────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1124	// ── 26b. disconnect from Idle is a silent no-op ────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1162	// ── 27. disconnect while Reconnecting cancels the backoff ──────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1247	// ── 29. connect after strategy exhaustion resets and reconnects ────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1294	// ── 30. Mixed failure sequence: 500 backoff then 401 refresh ───────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1332	// ── 31. Connectivity "online" edge while Connected is ignored ──────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1372	// ── 32. Empty binary frame end-to-end ──────────────────────────────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1400	// ── 33. Messages enqueued during Reconnecting flush in order ───────────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1457	// ── 34. Two independent events subscribers see identical sequences ─────	COMMENT
MEDIUM	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	1549	// ── 36. Network-aware fast retry ────────────────────────────────────────	COMMENT
MEDIUM	…eui/pixiv/websocket/RobustWebSocketClientStressTest.kt	124	// ── 1. Single producer, 5 000 messages, strict order ─────────────────────	COMMENT
MEDIUM	…eui/pixiv/websocket/RobustWebSocketClientStressTest.kt	164	// ── 2. Concurrent producers, per-producer FIFO ───────────────────────────	COMMENT
MEDIUM	…eui/pixiv/websocket/RobustWebSocketClientStressTest.kt	233	// ── 3. Burst exceeding buffer (DropOldest) — exactly newest survive ──────	COMMENT
MEDIUM	…eui/pixiv/websocket/RobustWebSocketClientStressTest.kt	320	// ── 4. Reconnect storm — survive 5 server-side terminations ──────────────	COMMENT
MEDIUM	…eui/pixiv/websocket/RobustWebSocketClientStressTest.kt	453	// ── 6. Concurrent close while sending — must not crash ───────────────────	COMMENT
MEDIUM	…eui/pixiv/websocket/RobustWebSocketClientStressTest.kt	487	// ── 7. Wire-level high-water mark: small HWM + large payloads ─────────	COMMENT
MEDIUM	…test/java/ceui/pixiv/websocket/WebSocketManagerTest.kt	28	// ── Test doubles ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…test/java/ceui/pixiv/websocket/WebSocketManagerTest.kt	130	// ── Tests ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ui/pixiv/websocket/ExponentialBackoffWithJitterTest.kt	112	// ── shouldReconnect predicate (P0-2 fix) ──────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	164	// ── Tuned OkHttpClient ────────────────────────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	175	// ── Internal scope ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	181	// ── State / events ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	222	// ── Outgoing buffer (Channel-based, single-consumer) ──────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	277	// ── Internal state (mutated under `lifecycleLock`) ────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	335	// ── Reconnect coordinator ─────────────────────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	387	// ── Public API ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	565	// ── Outbox consumer ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	654	// ── Internal connect (must hold lifecycleLock) ────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	707	// ── OkHttp listener ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	803	// ── Logging helpers ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…main/java/ceui/pixiv/websocket/ReconnectCoordinator.kt	57	// ── State (accessed only under the host's lifecycle lock) ────────────────	COMMENT
MEDIUM	…main/java/ceui/pixiv/websocket/ReconnectCoordinator.kt	76	// ── Public API (all called under lock) ───────────────────────────────────	COMMENT
MEDIUM	…main/java/ceui/pixiv/websocket/ReconnectCoordinator.kt	110	// ── Auth-failure fast path ───────────────────────────────────────	COMMENT
MEDIUM	…main/java/ceui/pixiv/websocket/ReconnectCoordinator.kt	126	// ── Normal backoff path ──────────────────────────────────────────	COMMENT
MEDIUM	…main/java/ceui/pixiv/websocket/ReconnectCoordinator.kt	182	// ── Internal ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ceui/pixiv/ui/bulk/DownloadRepeatLoopSimulationTest.kt	48	// ─────────────────────────────────────────────────────────────────────	COMMENT
359 more matches not shown…

Over-Commented Block62 hits · 60 pts

Severity	File	Line	Snippet	Context
LOW	mockup.html	1661	#screen-user-profile .screen,	COMMENT
LOW	mockup.html	1681	scrollbar-width: none;	COMMENT
LOW	…java/ceui/pixiv/websocket/RobustWebSocketClientTest.kt	581	jitterFactor = 0.0,	COMMENT
LOW	…eui/pixiv/websocket/RobustWebSocketClientStressTest.kt	261	// Note on pre-fetch: the consumer coroutine is launched on	COMMENT
LOW	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	221		COMMENT
LOW	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	441	override fun disconnect(code: Int, reason: String) =	COMMENT
LOW	…ain/java/ceui/pixiv/websocket/RobustWebSocketClient.kt	661		COMMENT
LOW	…test/java/ceui/pixiv/ui/home/RecmdR18InterleaveTest.kt	241	// Header must stay at index 0	COMMENT
LOW	…c/main/java/ceui/pixiv/ui/bulk/QueueDownloadManager.kt	741	return false	COMMENT
LOW	…c/main/java/ceui/pixiv/ui/bulk/QueueDownloadManager.kt	781	// - DOWNLOADING：冷启动 Manager.restore 带回的 stranded 状态——	COMMENT
LOW	…c/main/java/ceui/pixiv/ui/library/BookmarkLibraryUi.kt	201	// 列表突然被拨回顶部。代号变了才动手，追加页的代号不变，绝不会误伤。	COMMENT
LOW	…src/main/java/ceui/pixiv/ui/user/UserTagSearchSheet.kt	101	binding.btnClose.setOnClick { dismissAllowingStateLoss() }	COMMENT
LOW	…a/ceui/pixiv/ui/search/v3/SearchFilterV3BottomSheet.kt	761	showSimplePicker(	COMMENT
LOW	…p/src/main/java/ceui/pixiv/ui/common/IllustFeedSync.kt	161	// is_followed=false / total_bookmarks 全是「正经值」而非空值，而 ObjectPool 的	COMMENT
LOW	…p/src/main/java/ceui/pixiv/ui/common/IllustFeedSync.kt	201	val id = bean.id.toLong()	COMMENT
LOW	…ain/java/ceui/pixiv/ui/common/IllustStaggerRenderer.kt	341	// 请求尺寸必须显式 override：into(ImageView) 对 centerCrop 会在解码阶段按「请求尺寸」	COMMENT
LOW	…rc/main/java/ceui/pixiv/ui/common/NovelFeedFragment.kt	381	b.series.isVisible = series != null && !series.title.isNullOrEmpty()	COMMENT
LOW	…ain/java/ceui/pixiv/ui/novel/reader/render/PageView.kt	161		COMMENT
LOW	…ceui/pixiv/ui/novel/reader/export/MergedNovelWriter.kt	421	y += used	COMMENT
LOW	…main/java/ceui/pixiv/ui/download/DoneListV3Fragment.kt	161	// 后用 suspend dao.getAll(...) 拿最新行。	COMMENT
LOW	…main/java/ceui/pixiv/ui/download/DoneListV3Fragment.kt	501	h.author.text = novel?.user?.name?.takeIf { it.isNotBlank() }	COMMENT
LOW	…in/java/ceui/pixiv/ui/download/ActiveListV3Fragment.kt	201	}	COMMENT
LOW	…va/ceui/pixiv/ui/download/DownloadManagerV3Fragment.kt	121	// toolbar 右侧 menu —— 2 个 action 按 tab 分发可见性:	COMMENT
LOW	app/src/main/java/ceui/pixiv/cache/ObjectPool.kt	221	// 池里的 `is_bookmarked` / `user.is_followed` 只有在当前用户视角下才成立：官方列表接口、	COMMENT
LOW	…/src/main/java/ceui/pixiv/chat/api/ShaftChatGateway.kt	121	/**	COMMENT
LOW	…/src/main/java/ceui/pixiv/chat/api/ShaftChatGateway.kt	141	// (manager only subscribes once via its single internal collect).	COMMENT
LOW	app/src/main/java/ceui/pixiv/utils/BottomSheetInsets.kt	41	*/	COMMENT
LOW	…/java/ceui/pixiv/download/template/DefaultTemplates.kt	21	// `R18DivideSave` / `AIDivideSave` 设置时才生效；默认这两个设置都关着，	COMMENT
LOW	…/java/ceui/pixiv/download/backend/MediaStoreBackend.kt	161	}	COMMENT
LOW	…/java/ceui/pixiv/download/backend/MediaStoreBackend.kt	261	val backdateSec = SilentDownload.backdateSeconds()	COMMENT
LOW	…/java/ceui/pixiv/download/backend/MediaStoreBackend.kt	441	// RELATIVE_PATH). Hits in the steady state.	COMMENT
LOW	…rc/main/java/ceui/pixiv/actions/PixivActionHandlers.kt	81	internal fun Throwable.toActionOutcome(isOnline: Boolean): ActionOutcome = when (this) {	COMMENT
LOW	…rc/main/java/ceui/pixiv/actions/PixivActionHandlers.kt	101	// 但只推迟这一条：refresh token 真的死掉时（改过密码、被撤销），每一条动作	COMMENT
LOW	…ain/java/ceui/pixiv/db/mirror/BookmarkMirrorService.kt	621	}	COMMENT
LOW	app/src/main/java/ceui/pixiv/api/Client.kt	281	.retryOnConnectionFailure(true)	COMMENT
LOW	app/src/main/java/ceui/lisa/core/Manager.java	681	+ " nonius=" + item.getNonius());	COMMENT
LOW	app/src/main/java/ceui/lisa/core/Manager.java	1261	// 完成回调保持在 IO 线程（DownloadTask 在 Body 跑完后同线程交付），Gson 序列化 +	COMMENT
LOW	app/src/main/java/ceui/lisa/core/Manager.java	1301	// 整个 illust 的下载流程卡死。	COMMENT
LOW	app/src/main/java/ceui/lisa/core/DownloadItem.java	21	private boolean autoSave = true;	COMMENT
LOW	…src/main/java/ceui/lisa/fragments/FragmentWorkSpace.kt	81		COMMENT
LOW	…src/main/java/ceui/lisa/fragments/FragmentUserRight.kt	61	content.add(getString(R.string.string_436)) //相关用户	COMMENT
LOW	app/src/main/java/ceui/lisa/fragments/HistoryFeed.kt	121	// load 由 FeedViewModel 的 viewModelScope(Main)调起,这里回主线程再喂池,	COMMENT
LOW	app/src/main/java/ceui/lisa/fragments/HistoryFeed.kt	181	}	COMMENT
LOW	app/src/main/java/ceui/lisa/fragments/HistoryFeed.kt	361	// 列宽算高,对齐 recy_illust_stagger)。	COMMENT
LOW	app/src/main/java/ceui/lisa/fragments/FragmentIllust.kt	641	//	COMMENT
LOW	app/src/main/java/ceui/lisa/utils/Settings.java	161	private boolean isFirebaseEnable = true;	COMMENT
LOW	app/src/main/java/ceui/lisa/utils/Settings.java	221	//屏蔽 AI 时的强度：0=完全不显示（默认），1=模糊粒子化	COMMENT
LOW	…/src/main/java/ceui/lisa/utils/AnimatedGifEncoder.java	1101	int free_ent = 0; // first unused entry	COMMENT
LOW	…/src/main/java/ceui/lisa/utils/AnimatedGifEncoder.java	1121	int ClearCode;	COMMENT
LOW	…c/main/java/ceui/lisa/activities/TemplateActivity.java	121	// callback,AndroidX 就会向 WindowOnBackInvokedDispatcher 注册 OnBackInvokedCallback,	COMMENT
LOW	…p/src/main/java/ceui/lisa/activities/MainActivity.java	361	getDrawer().onTouchEvent(ev);	COMMENT
LOW	app/src/main/java/ceui/lisa/activities/Shaft.java	361	// android.widget.Magnifier.getPosition() NPE：读 selectable/editable	COMMENT
LOW	app/src/main/java/ceui/lisa/activities/Shaft.java	381	// host app 在数据层无法阻止这个框架内部 bug。它会自愈：坏的这帧布局回退后，	COMMENT
LOW	app/src/main/java/ceui/lisa/activities/Shaft.java	481	// 突然冒出来。init 自身只有 ~3ms（同步部分只是赋 context + launch）。	COMMENT
LOW	app/src/main/java/ceui/lisa/activities/Shaft.java	521		COMMENT
LOW	app/src/main/java/ceui/lisa/activities/Shaft.java	701		COMMENT
LOW	app/src/main/java/ceui/lisa/activities/Shaft.java	901	// 退回 H1.1 后同款 AIOOBE 仍在线上复现（栈里已经是 Http1ExchangeCodec.writeRequest），	COMMENT
LOW	app/src/main/java/ceui/lisa/repo/SearchIllustRepo.kt	101	// 改由搜索页按真实 x_restrict 客户端打隐藏标记（ceui.pixiv.ui.search.shouldHideSearchIllust）。	COMMENT
LOW	app/src/main/cpp/shaft_image_filter.cpp	1	// 图片滤镜内核：把 Kotlin 侧采样好的 3D LUT（+ 暗角 + 颗粒）作用到 ARGB_8888 位图上。	COMMENT
LOW	app/src/main/cpp/shaft_image_filter.cpp	21	#include <atomic>	COMMENT
2 more matches not shown…

Synthetic Comment Markers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	app/src/google/assets/synonym_dict_builtin.json	1	{"version":1,"targets":[{"name":"R-18","synonyms":[{"name":"18禁","remark":null}]},{"name":"碧蓝档案","synonyms":[{"name":"ブル	CODE
HIGH	app/src/github/assets/synonym_dict_builtin.json	1	{"version":1,"targets":[{"name":"R-18","synonyms":[{"name":"18禁","remark":null}]},{"name":"碧蓝档案","synonyms":[{"name":"ブル	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	174	// Step 1: Preprocess image → [1, 3, H, W] float tensor	COMMENT
LOW⚡	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	181	// Step 2: Run encoder	COMMENT
LOW⚡	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	185	// Step 3: Autoregressive decoding + per-token log P 累计	COMMENT
LOW	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	257	// Step 4: Decode tokens to text. 兼容两种 HF tokenizer:	COMMENT

Structural Annotation Overuse4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	174	// Step 1: Preprocess image → [1, 3, H, W] float tensor	COMMENT
LOW⚡	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	181	// Step 2: Run encoder	COMMENT
LOW⚡	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	185	// Step 3: Autoregressive decoding + per-token log P 累计	COMMENT
LOW	…ain/java/ceui/pixiv/ui/translate/MangaOcrRecognizer.kt	257	// Step 4: Decode tokens to text. 兼容两种 HF tokenizer:	COMMENT

Cross-Language Confusion2 hits · 8 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/find_missing_used_strings.py	240	print(f"warning: used strings not found in {source.path}: {len(undefined)}")	CODE
HIGH	scripts/prepare_translation_model.py	17	mkdir -p output/model_local && cd output/model_local	STRING

AI Slop Vocabulary3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/src/google/assets/synonym_dict_builtin.json	1	{"version":1,"targets":[{"name":"R-18","synonyms":[{"name":"18禁","remark":null}]},{"name":"碧蓝档案","synonyms":[{"name":"ブル	CODE
MEDIUM	app/src/github/assets/synonym_dict_builtin.json	1	{"version":1,"targets":[{"name":"R-18","synonyms":[{"name":"18禁","remark":null}]},{"name":"碧蓝档案","synonyms":[{"name":"ブル	CODE
MEDIUM	…main/java/ceui/pixiv/ui/slideshow/SlideshowFragment.kt	207	// stays seamless (the previous image keeps playing).	COMMENT

Unused Imports5 hits · 5 pts

Severity	File	Line	Context
LOW	scripts/prepare_manga_ocr_model.py	17	CODE
LOW	scripts/prepare_manga_ocr_model.py	20	CODE
LOW	scripts/build_readme_assets.py	25	CODE
LOW	scripts/find_missing_used_strings.py	25	CODE
LOW	scripts/sort_locale_strings.py	27	CODE

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	scripts/check_plaza_i18n.py	21	CODE
LOW	scripts/build_readme_assets.py	95	CODE
LOW	scripts/find_missing_used_strings.py	221	CODE
LOW	scripts/sort_locale_strings.py	204	CODE

Fake / Example Data3 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	mockup.html	1853	<input class="input-field" placeholder="user@example.com">	CODE
LOW	…test/java/ceui/loxia/UserMigrationCompatibilityTest.kt	43	"mail_address": "user@example.com",	CODE
LOW	…test/java/ceui/loxia/UserMigrationCompatibilityTest.kt	63	assertEquals("user@example.com", user.mail_address)	STRING

Excessive Try-Catch Wrapping2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/find_missing_used_strings.py	266	except Exception as exc:	CODE
LOW	scripts/sort_locale_strings.py	234	except Exception as exc:	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/build_readme_assets.py	168		CODE

CeuiLiSA/Pixiv-Shaft

Open-Source Code Quality, Security and Technical Debt Review