AI Slop Code RIsk Monitor

shiaho777/web-to-app

The most full featured web-to-app toolkit on Android, a complete APK workshop that runs entirely on your phone

15.7 Elevated pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for shiaho777/web-to-app, a Kotlin project with 6,769 GitHub stars. SynthScan examined 382,993 lines of code across 1404 source files, recording 723 pattern matches distributed across 15 syntactic categories. The legacy adjusted pattern signal is 15.7 (Elevated pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

15.7
Adjusted Signal
15.7
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
6.8K
Stars
Kotlin
Language
383.0K
Lines of Code
1.4K
Files
723
Pattern Hits
2026-10-12
Scan Date
0.42
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 0.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 35 finding(s).

Hallucinated Dependency & Supply Chain Risk 52.7/100 · HIGH

Are imports declared and package/API names verified? 610 finding(s).

Agent Over-Engineering Ratio 3.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 81 finding(s).

PR Review Velocity Impact 54.9/100 · HIGH

Which changes need focused human review? 723 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 576HIGH 14MEDIUM 65LOW 68

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 723 distinct pattern matches across 15 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 Indicators576 hits · 5685 pts
SeverityFileLineSnippetContext
CRITICAL…/com/webtoapp/core/privacy/FingerprintGeneratorTest.kt48 val hints = com.webtoapp.core.kernel.UserAgentProfileDeriver.derive(fp.userAgent)CODE
CRITICAL…va/com/webtoapp/core/webview/WebViewResumeStoreTest.kt55 com.google.common.truth.Truth.assertWithMessage("unexpectedly persisted $dead")CODE
CRITICAL…ebtoapp/core/agent/llm/ReasoningContentContractTest.kt71 val ev = com.webtoapp.core.agent.engine.AgentEvent.ThinkingDelta(CODE
CRITICALapp/src/main/java/com/webtoapp/WebToAppApplication.kt166 com.webtoapp.core.crypto.AesCryptoEngine.clearKeyCache()CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt205 com.webtoapp.core.script.UserScriptStorage.deleteScriptsForApp(CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt209 com.webtoapp.core.app.ProjectDirCleaner.deleteForApp(getApplication(), webApp)CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt246 com.webtoapp.core.script.UserScriptStorage.isFileReference(it.code)CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt250 com.webtoapp.core.script.UserScriptStorage.internalizeScripts(CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt516 injectScripts = com.webtoapp.core.script.UserScriptStorage.externalizeScripts(CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt538 com.webtoapp.core.script.UserScriptStorage.deleteScriptsForApp(CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt543 com.webtoapp.core.app.ProjectDirCleaner.deleteForApp(getApplication(), webApp)CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt684 injectScripts = com.webtoapp.core.script.UserScriptStorage.externalizeScripts(CODE
CRITICAL…c/main/java/com/webtoapp/ui/viewmodel/MainViewModel.kt1502 val config = com.webtoapp.core.scraper.WebsiteScraper.ScrapeConfig(CODE
CRITICAL…/java/com/webtoapp/ui/splash/SplashLauncherActivity.kt59 if (!com.webtoapp.core.appmodifier.PayloadIntegrity.verify(CODE
CRITICAL…/java/com/webtoapp/ui/splash/SplashLauncherActivity.kt351 com.webtoapp.ui.components.announcement.AnnouncementDialog(CODE
CRITICAL…/java/com/webtoapp/ui/splash/SplashLauncherActivity.kt352 config = com.webtoapp.ui.components.announcement.AnnouncementConfig(CODE
CRITICAL…ava/com/webtoapp/ui/codepreview/HtmlPreviewActivity.kt366 view?.evaluateJavascript(com.webtoapp.core.webview.DownloadBridge.getInjectionScript(), null)CODE
CRITICAL…ava/com/webtoapp/ui/codepreview/HtmlPreviewActivity.kt367 view?.evaluateJavascript(com.webtoapp.core.webview.PrintBridge.getInjectionScript(), null)CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt58 if (!com.webtoapp.core.wordpress.WordPressDependencyManager.isPhpReady(context)) {CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt96 com.webtoapp.core.wordpress.WordPressManager.autoInstallIfNeeded(CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt106 com.webtoapp.core.wordpress.WordPressManager.applyRuntimeConfig(CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt212 com.webtoapp.core.webview.LocalHttpServer.stablePortForPackageName(portOwner)CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt268 com.webtoapp.core.webview.LocalHttpServer.shouldEnableCrossOriginIsolation(siteDir)CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt411 com.webtoapp.core.webview.LocalHttpServer.stablePortForPackageName(portOwner)CODE
CRITICAL⚡…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt547 val nodePath = com.webtoapp.core.nodejs.NodeDependencyManager.getNodeLibraryPath(context)CODE
CRITICAL⚡…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt549 com.webtoapp.core.shell.ShellLogger.i("NodeJsShell", "nativeLibraryDir: ${context.applicationInfo.nativeCODE
CRITICAL⚡…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt553 com.webtoapp.core.shell.ShellLogger.e("NodeJsShell", "libnode.so 未找到")CODE
CRITICAL⚡…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt560 com.webtoapp.core.shell.ShellLogger.i("NodeJsShell", "libnode.so 路径: $nodePath (size=${java.io.File(nodeCODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt573 com.webtoapp.core.shell.ShellLogger.i("NodeJsShell", "提取 Node.js 项目文件到 ${projectDir.absolutePath}")CODE
CRITICAL⚡…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt599 com.webtoapp.core.shell.ShellLogger.i("NodeJsShell", "Node.js 就绪: $serverUrl")CODE
CRITICAL⚡…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt605 com.webtoapp.core.shell.ShellLogger.e("NodeJsShell", "Node.js 服务器启动失败")CODE
CRITICAL⚡…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt609 com.webtoapp.core.shell.ShellLogger.e("NodeJsShell", "Node.js Shell 启动失败", e)CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt698 if (!com.webtoapp.core.wordpress.WordPressDependencyManager.isPhpReady(context)) {CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt821 val pythonHome = com.webtoapp.core.python.PythonDependencyManager.getPythonDir(context)CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt834 val abi = com.webtoapp.core.python.PythonDependencyManager.getDeviceAbi()CODE
CRITICAL…rc/main/java/com/webtoapp/ui/shell/ShellServerModes.kt1026 val elfInfo = com.webtoapp.core.golang.GoDependencyManager.parseElf(file)CODE
CRITICAL…/java/com/webtoapp/ui/shell/ShellPermissionDelegate.kt55 com.webtoapp.data.model.DownloadLocationMode.valueOf(CODE
CRITICAL…/java/com/webtoapp/ui/shell/ShellPermissionDelegate.kt188 com.webtoapp.data.model.ShareDeliveryMode.valueOf(wv.shareDeliveryMode)CODE
CRITICAL…/java/com/webtoapp/ui/shell/ShellPermissionDelegate.kt203 val item = com.webtoapp.core.share.SharedContentInbox.findForFileChooser(CODE
CRITICAL…/java/com/webtoapp/ui/shell/ShellPermissionDelegate.kt265 com.webtoapp.core.share.SharedContentInbox.claim(activity, item.id)CODE
CRITICALapp/src/main/java/com/webtoapp/ui/shell/ShellDialogs.kt81 com.webtoapp.data.model.RemoteActivationOfflinePolicy.valueOf(raw)CODE
CRITICALapp/src/main/java/com/webtoapp/ui/shell/ShellDialogs.kt102 com.webtoapp.data.model.AnnouncementTemplateType.valueOf(config.announcementTemplate).toUiTemplate().typeCODE
CRITICALapp/src/main/java/com/webtoapp/ui/shell/ShellDialogs.kt118 com.webtoapp.ui.components.announcement.AnnouncementDialog(CODE
CRITICALapp/src/main/java/com/webtoapp/ui/shell/ShellDialogs.kt119 config = com.webtoapp.ui.components.announcement.AnnouncementConfig(CODE
CRITICAL…c/main/java/com/webtoapp/ui/shell/MultiWebShellMode.kt599 if (!com.webtoapp.core.webview.WebViewMemoryTrimmer.shouldTeardownWebView(level)) returnCODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt22 com.webtoapp.core.shell.ShellLogger.init(CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt28 com.webtoapp.core.shell.ShellLogger.i("ShellActivity", "onCreate 开始")CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt30 com.webtoapp.core.perf.SystemPerfOptimizer.optimizeActivity(activity)CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt58 com.webtoapp.core.shell.ShellLogger.i(CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt64 com.webtoapp.core.shell.ShellLogger.e("ShellActivity", "自启动配置注册失败", e)CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt73 val isolationManager = com.webtoapp.core.privacy.IsolationManager.getInstance(activity)CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt76 com.webtoapp.core.shell.ShellLogger.i("ShellActivity", "独立环境已初始化")CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt79 com.webtoapp.core.shell.ShellLogger.e("ShellActivity", "独立环境初始化失败", e)CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt88 com.webtoapp.core.background.BackgroundRunService.start(CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt95 com.webtoapp.core.background.BackgroundRunService.maybeRequestBatteryExemption(activity)CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt97 com.webtoapp.core.shell.ShellLogger.i("ShellActivity", "后台运行服务已启动")CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt99 com.webtoapp.core.shell.ShellLogger.e("ShellActivity", "后台运行服务启动失败", e)CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt110 com.webtoapp.core.notification.NotificationPollingService.start(CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt119 com.webtoapp.core.shell.ShellLogger.i("ShellActivity", "轮询通知服务已启动: url=${nc.pollUrl}")CODE
CRITICAL⚡…c/main/java/com/webtoapp/ui/shell/ShellActivityInit.kt122 com.webtoapp.core.notification.NotificationWebSocketService.start(CODE
516 more matches not shown…
Decorative Section Separators58 hits · 174 pts
SeverityFileLineSnippetContext
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt28 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt30 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt85 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt87 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt148 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt150 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt196 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt198 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt302 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…pp/core/apkbuilder/WebViewConfigBooleanCoverageTest.kt304 // ────────────────────────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt52 // ── mime filter ─────────────────────────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt85 // ── chooser matching ────────────────────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt103 // ── filename sanitiser ──────────────────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt141 // ── end-to-end round trip ───────────────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt266 // ── history relaunch (issue #1029) ────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt266 // ── history relaunch (issue #1029) ────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt323 // ── consume (issue #1038) ───────────────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/core/share/SharedContentInboxTest.kt323 // ── consume (issue #1038) ───────────────────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/ui/components/IsolationConfigCard.kt136 // ── 防护强度:一键预设 ─────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/ui/components/IsolationConfigCard.kt176 // ── 当前指纹 ─────────────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/ui/components/IsolationConfigCard.kt239 // ── 环境伪装:三个维度各一个紧凑选择器 ─────────────COMMENT
MEDIUM…java/com/webtoapp/ui/components/IsolationConfigCard.kt251 // ── 高级:逐项防护开关(折叠) ────────────────────COMMENT
MEDIUM…java/com/webtoapp/ui/components/IsolationConfigCard.kt336// ──────────────────────────── 伪装维度选择器 ────────────────────────────COMMENT
MEDIUM…java/com/webtoapp/ui/components/IsolationConfigCard.kt717// ──────────────────────────── 指纹展示辅助 ────────────────────────────COMMENT
MEDIUM…a/com/webtoapp/ui/components/NotificationConfigCard.kt62 // ── 头部 ────────────────────────────────────────────────COMMENT
MEDIUM…a/com/webtoapp/ui/components/NotificationConfigCard.kt127 // ── 推送通道 ─────────────────────────────────────COMMENT
MEDIUM…a/com/webtoapp/ui/components/NotificationConfigCard.kt196// ──────────────────────────── 轮询 ────────────────────────────COMMENT
MEDIUM…a/com/webtoapp/ui/components/NotificationConfigCard.kt326// ──────────────────────────── WebSocket ────────────────────────────COMMENT
MEDIUM…a/com/webtoapp/ui/components/NotificationConfigCard.kt400// ──────────────────────────── FCM ────────────────────────────COMMENT
MEDIUM…a/com/webtoapp/ui/components/NotificationConfigCard.kt513// ──────────────────────────── 共享小部件 ────────────────────────────COMMENT
MEDIUM…/com/webtoapp/ui/components/BackgroundRunConfigCard.kt46 // ── 头部:图标 + 标题 + 状态副标题 + 开关 ──────────────────COMMENT
MEDIUM…/com/webtoapp/ui/components/BackgroundRunConfigCard.kt111 // ── 保持唤醒 ─────────────────────────────────────COMMENT
MEDIUM…/com/webtoapp/ui/components/BackgroundRunConfigCard.kt151 // ── 常驻通知(前台服务必需,可自定义文案)───────────COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt46// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt49// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt67// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt69// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt679// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt681// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt769// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt771// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt800// ══════════════════════════════════════════════════════════════COMMENT
MEDIUM…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt802// ══════════════════════════════════════════════════════════════COMMENT
MEDIUMapp/src/main/java/com/webtoapp/core/i18n/Strings.kt5162 // ── Inbound share sheet (issue #943) ────────────────────────────────────────COMMENT
MEDIUMapp/src/main/java/com/webtoapp/core/i18n/Strings.kt5162 // ── Inbound share sheet (issue #943) ────────────────────────────────────────COMMENT
MEDIUM…ain/java/com/webtoapp/core/share/SharedContentInbox.kt245 // ──────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM…ain/java/com/webtoapp/core/share/SharedContentInbox.kt247 // ──────────────────────────────────────────────────────────────────────────────COMMENT
MEDIUM.github/scripts/ci/validate_modules.py34# ───────────────────────── enum values (must mirror the Kotlin source) ─COMMENT
MEDIUM.github/scripts/ci/validate_modules.py66# ───────────────────────── regex helpers ───────────────────────────────COMMENT
MEDIUM.github/scripts/ci/validate_modules.py123# ───────────────────────── primitive checks ────────────────────────────COMMENT
MEDIUM.github/scripts/ci/validate_modules.py182# ───────────────────────── registry checks ─────────────────────────────COMMENT
MEDIUM.github/scripts/ci/validate_modules.py274# ───────────────────────── cross-file consistency ─────────────────────COMMENT
MEDIUM.github/scripts/ci/validate_modules.py306# ───────────────────────── per-folder structural checks ───────────────COMMENT
MEDIUM.github/scripts/ci/validate_modules.py538# ───────────────────────── entry point ─────────────────────────────────COMMENT
MEDIUM.github/scripts/ci/generate_submissions.py66# ───────────────────────── git helpers ─────────────────────────────────COMMENT
MEDIUM.github/scripts/ci/generate_submissions.py134# ───────────────────────── GitHub API helpers ──────────────────────────COMMENT
MEDIUM.github/scripts/ci/generate_submissions.py214# ───────────────────────── core logic ──────────────────────────────────COMMENT
MEDIUM.github/scripts/ci/generate_submissions.py525# ───────────────────────── CLI entry ───────────────────────────────────COMMENT
Empty Error Handlers7 hits · 35 pts
SeverityFileLineSnippetContext
HIGH…src/main/assets/sample_projects/python-flask-en/app.py173except: passCODE
HIGHapp/src/main/assets/sample_projects/python-flask/app.py506except Exception:CODE
HIGH…src/main/assets/sample_projects/python-flask-ar/app.py158except: passCODE
HIGH.github/scripts/ci/validate_modules.py498except (json.JSONDecodeError, OSError):CODE
HIGH.github/scripts/ci/generate_submissions.py298except (json.JSONDecodeError, OSError):CODE
HIGH.github/scripts/ci/generate_submissions.py330except subprocess.CalledProcessError:CODE
HIGH.github/scripts/ci/generate_submissions.py424except (urllib.error.HTTPError, urllib.error.URLError):CODE
Unused Imports27 hits · 27 pts
SeverityFileLineSnippetContext
LOW…src/main/assets/sample_projects/python-flask-en/app.py8CODE
LOW…src/main/assets/sample_projects/python-flask-en/app.py10CODE
LOW…src/main/assets/sample_projects/python-flask-en/app.py11CODE
LOW…src/main/assets/sample_projects/python-flask-en/app.py12CODE
LOW…/main/assets/sample_projects/python-fastapi-en/main.py6CODE
LOW…/main/assets/sample_projects/python-fastapi-en/main.py7CODE
LOW…/main/assets/sample_projects/python-fastapi-en/main.py13CODE
LOW…src/main/assets/sample_projects/python-fastapi/main.py6CODE
LOW…src/main/assets/sample_projects/python-fastapi/main.py7CODE
LOW…src/main/assets/sample_projects/python-fastapi/main.py13CODE
LOWapp/src/main/assets/sample_projects/python-flask/app.py8CODE
LOWapp/src/main/assets/sample_projects/python-flask/app.py10CODE
LOWapp/src/main/assets/sample_projects/python-flask/app.py11CODE
LOWapp/src/main/assets/sample_projects/python-flask/app.py12CODE
LOW…n/assets/sample_projects/python-django/mysite/views.py5CODE
LOW…/main/assets/sample_projects/python-fastapi-ar/main.py6CODE
LOW…/main/assets/sample_projects/python-fastapi-ar/main.py7CODE
LOW…/main/assets/sample_projects/python-fastapi-ar/main.py13CODE
LOW…src/main/assets/sample_projects/python-flask-ar/app.py7CODE
LOW…ssets/sample_projects/python-django-en/mysite/views.py5CODE
LOW…ssets/sample_projects/python-django-ar/mysite/views.py4CODE
LOW…ssets/sample_projects/python-django-ar/mysite/views.py6CODE
LOW.github/scripts/audit_ui_design_system.py10CODE
LOW.github/scripts/ci/validate_modules.py23CODE
LOW.github/scripts/ci/validate_modules.py26CODE
LOW.github/scripts/ci/validate_modules.py31CODE
LOW.github/scripts/ci/generate_submissions.py43CODE
Over-Commented Block18 hits · 18 pts
SeverityFileLineSnippetContext
LOW…p/src/main/java/com/webtoapp/ui/shared/WindowHelper.kt141 // out edge-to-edge, the system neither resizes it for the keyboard nor reports IMECOMMENT
LOW…com/webtoapp/core/extension/ChromeExtensionPolyfill.kt1521COMMENT
LOW…webtoapp/core/appearance/BrowserDisguiseJsGenerator.kt801// [FINAL] 最终封印 — 属性枚举顺序 & 冻结关键对象COMMENT
LOW…ain/java/com/webtoapp/core/apkbuilder/ApkBuildCache.kt401 parts += "openWith=${config.openWithEnabled}"COMMENT
LOW…ain/java/com/webtoapp/core/apkbuilder/AxmlRebuilder.kt1321 // APK. Fragment root is <fragment>: its <application> child's elements areCOMMENT
LOWapp/src/main/cpp/sys_optimizer.c1#define _GNU_SOURCECOMMENT
LOWapp/src/main/cpp/perf_engine.c1#include <jni.h>COMMENT
LOWapp/src/main/cpp/static_exec_loader.c21 *COMMENT
LOWapp/src/main/cpp/static_exec_loader.c41COMMENT
LOWapp/src/main/cpp/static_exec_loader.c421COMMENT
LOWapp/src/main/cpp/node_bridge.cpp1#include <jni.h>COMMENT
LOWapp/src/main/cpp/go_exec_loader.c1#include <errno.h>COMMENT
LOWapp/src/main/cpp/go_exec_loader.c21#define ET_EXEC 2COMMENT
LOWapp/src/main/cpp/go_exec_loader.c41#endifCOMMENT
LOW…ets/web_extensions/wta_native_bridge/content_script.js1// WTA Native Bridge content script (GeckoView).COMMENT
LOWdocs/extensions/userscript.md1# UserscriptsCOMMENT
LOWdocs/zh/extensions/userscript.md1# 油猴脚本COMMENT
LOW.github/workflows/modules-publish.yml1name: Module Market PublishCOMMENT
Cross-Language Confusion3 hits · 15 pts
SeverityFileLineSnippetContext
HIGH…/main/assets/sample_projects/python-fastapi-en/main.py134 document.getElementById('result').textContent=JSON.stringify(d,null,2)+'\\n\\n⏱️ '+ms+'ms';CODE
HIGH…src/main/assets/sample_projects/python-fastapi/main.py134 document.getElementById('result').textContent=JSON.stringify(d,null,2)+'\\n\\n⏱️ '+ms+'ms';CODE
HIGH…/main/assets/sample_projects/python-fastapi-ar/main.py134 document.getElementById('result').textContent=JSON.stringify(d,null,2)+'\\n\\n⏱️ '+ms+'ms';CODE
Cross-File Repetition3 hits · 15 pts
SeverityFileLineSnippetContext
HIGH…/main/assets/sample_projects/python-fastapi-en/main.py0fastapi api monitor — 精美的 api 监控仪表盘 展示 fastapi 的高性能异步能力,包含交互式 api 文档STRING
HIGH…src/main/assets/sample_projects/python-fastapi/main.py0fastapi api monitor — 精美的 api 监控仪表盘 展示 fastapi 的高性能异步能力,包含交互式 api 文档STRING
HIGH…/main/assets/sample_projects/python-fastapi-ar/main.py0fastapi api monitor — 精美的 api 监控仪表盘 展示 fastapi 的高性能异步能力,包含交互式 api 文档STRING
Excessive Try-Catch Wrapping10 hits · 10 pts
SeverityFileLineSnippetContext
LOW…rc/main/java/com/webtoapp/core/python/PythonRuntime.kt697except Exception:CODE
LOW…rc/main/java/com/webtoapp/core/python/PythonRuntime.kt716 except Exception:CODE
LOW…rc/main/java/com/webtoapp/core/python/PythonRuntime.kt740except Exception:CODE
LOW…rc/main/java/com/webtoapp/core/python/PythonRuntime.kt750except Exception:CODE
MEDIUM…rc/main/java/com/webtoapp/core/python/PythonRuntime.kt762 print(f"Error: Entry file not found: {entry_file}", file=sys.stderr)CODE
MEDIUM…rc/main/java/com/webtoapp/core/python/PythonRuntime.kt682def _patched_version(name):CODE
MEDIUM…c/main/java/com/webtoapp/core/apkbuilder/ApkBuilder.kt2914def _patched_version(name):CODE
LOW…c/main/java/com/webtoapp/core/apkbuilder/ApkBuilder.kt2927except Exception:CODE
LOW…c/main/java/com/webtoapp/core/apkbuilder/ApkBuilder.kt2946 except Exception:CODE
LOWapp/src/main/assets/sample_projects/python-flask/app.py506 except Exception:STRING
Deep Nesting9 hits · 9 pts
SeverityFileLineSnippetContext
LOWscripts/generate_shell_strings.py41CODE
LOWscripts/generate_shell_strings.py155CODE
LOWscripts/generate_shell_strings.py184CODE
LOWscripts/generate_shell_strings.py214CODE
LOWscripts/generate_shell_strings.py261CODE
LOWscripts/generate_shell_strings.py282CODE
LOWscripts/generate_shell_strings.py348CODE
LOWscripts/generate_shell_strings.py394CODE
LOW.github/scripts/ci/validate_modules.py502CODE
Modern AI Meta-Vocabulary2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM…c/main/java/com/webtoapp/ui/shell/MultiWebShellMode.kt464 // The parent scaffold already reserves a solid status bar. A transparentCOMMENT
MEDIUM…c/main/java/com/webtoapp/ui/shell/MultiWebShellMode.kt568 // Fullscreen content padding is already applied by the parent scaffoldCOMMENT
Fake / Example Data4 hits · 4 pts
SeverityFileLineSnippetContext
LOW…/webtoapp/core/apkbuilder/AppTypePreflightSmokeTest.kt126 adminEmail = "admin@example.com",CODE
LOW…in/java/com/webtoapp/core/extension/ExtensionModule.kt178 @SerializedName("placeholder")CODE
LOW…btoapp/core/agent/export/SaveSessionAsModuleUseCase.kt149 placeholder = c.optString("placeholder")CODE
LOW…/com/webtoapp/core/agent/tool/builtin/PreviewScript.kt47 var name = (el.getAttribute('aria-label') || el.getAttribute('placeholder') || el.innerText || el.value || 'CODE
Hyper-Verbose Identifiers3 hits · 3 pts
SeverityFileLineSnippetContext
LOWscripts/check_config_field_drift.py69def extract_object_returned_keys(text: str) -> set[str]:CODE
LOW.github/scripts/ci/validate_modules.py276def _validate_plugin_registry_consistency(CODE
LOW.github/scripts/ci/generate_submissions.py278def _read_existing_submissions() -> dict[str, Any]:CODE
Self-Referential Comments1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUM.github/workflows/modules-publish.yml5# This file is what tells the in-app market who submitted each moduleCOMMENT
Synthetic Comment Markers1 hit · 2 pts
SeverityFileLineSnippetContext
HIGHapp/src/main/java/com/webtoapp/core/i18n/StringsA.kt12731 AppLanguage.ENGLISH -> "Icons generated by AI will be saved here automatically"STRING
AI Slop Vocabulary1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUM…c/main/java/com/webtoapp/core/apkbuilder/ApkBuilder.kt2274 // Re-parse and re-encode to canonical DER so the stored format is robust to theCOMMENT