3.1

Adjusted Signal

3.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

5.9K

Stars

TypeScript

Language

348.7K

Lines of Code

1.6K

Files

647

Pattern Hits

2026-10-31

Scan Date

0.00

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 6.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 432 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 25 finding(s).

Agent Over-Engineering Ratio 13.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 599 finding(s).

PR Review Velocity Impact 13.9/100 · LOW

Which changes need focused human review? 647 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 0HIGH 3MEDIUM 192LOW 452

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 647 distinct pattern matches across 14 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.

Decorative Section Separators188 hits · 564 pts

Severity	File	Line	Snippet	Context
MEDIUM	renderer/components/tasks/stageUtils.ts	91	// ── 人工检查点（白话：字幕校对 / 配音确认）────────────────────────────────	COMMENT
MEDIUM	renderer/components/tasks/wizard/TaskWizard.tsx	176	// ── 文件区 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/tasks/wizard/TaskWizard.tsx	594	// ── 目标产物 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/tasks/wizard/TaskWizard.tsx	880	// ── 配方预填（?recipe=<id>）：内置走常量、用户走 IPC ─────────────────────	COMMENT
MEDIUM	renderer/components/tasks/wizard/TaskWizard.tsx	1084	// ── 阶段链与就绪校验 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/tasks/wizard/TaskWizard.tsx	1455	// ── 存为配方：打包 {goals, accepts, config(字幕段+dub+compose+gates)} ─────	COMMENT
MEDIUM	renderer/components/tasks/wizard/TaskWizard.tsx	1502	// ── 开始 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/tasks/wizard/TaskWizard.tsx	1616	// ── 渲染 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/voiceClone/CloneVoiceWizard.tsx	189	// ── 播放（选区试听 / A/B 对比共用一个 audio）───────────────────────────────	COMMENT
MEDIUM	renderer/components/voiceClone/CloneVoiceWizard.tsx	236	// ── 生命周期：打开时取最近任务 + 模型状态；关闭时释放会话并重置 ─────────────	COMMENT
MEDIUM	renderer/components/voiceClone/CloneVoiceWizard.tsx	314	// ── Step1 → 分析 ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/voiceClone/CloneVoiceWizard.tsx	396	// ── Step2：选区变化 → 防抖质检（降噪试听随选区失效）──────────────────────	COMMENT
MEDIUM	renderer/components/voiceClone/CloneVoiceWizard.tsx	439	// ── Step3：进入时自动取参考文本 ─────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/voiceClone/CloneVoiceWizard.tsx	493	// ── Step4：创建 ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/voiceClone/CloneVoiceWizard.tsx	569	// ── 渲染 ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/subtitleMerge/VideoPreview.tsx	266	// ── 迷你时间轴：字幕块在片中的分布（只读展示 + 点击 seek）────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	108	// ── 引擎状态 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	129	// ── 输入态 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	196	// ── 站点 Cookie 档案 ────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	274	// ── 预检态 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	308	// ── 任务态 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	500	// ── 交接 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	582	// ── 任务态动作 ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	652	// ── 渲染 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	945	// ── 预检确认列表 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/download/DownloadPanel.tsx	1113	// ── 任务态视图 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/components/dubbing/DubbingPanel.tsx	102	// ── 检查员模式：待检清单每次动作前实时拉取（不缓存陈旧状态）──────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	111	// ── 文件与会话 ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	195	// ── 引擎候选（加载逻辑与新建任务向导共用）────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	206	// ── 配置（记忆恢复）──────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	589	// ── 进度与阶段 ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	949	// ── 会话生命周期 ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	1314	// ── 批量合成 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	1429	// ── 行级操作 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	1815	// ── 播放（行级回放 / 试听 / 顺序播放全部）────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	1922	// ── 导出 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/hooks/useDubbing.ts	2013	// ── 汇总视图 ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	renderer/lib/engineModels.ts	157	// ── 跨引擎（逐任务选择）辅助 ─────────────────────────────────────────────	COMMENT
MEDIUM	renderer/pages/[locale]/tasks/[type].tsx	947	// ── 人工检查点：统计、放行、检查配音 ─────────────────────────────────────	COMMENT
MEDIUM	types/voiceClone.ts	43	// ── 质检报告 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	types/voiceClone.ts	98	// ── 引擎参数 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	types/voiceClone.ts	196	// ── 按字幕行选段（向导 Step2，来源含字幕时）─────────────────────────────────	COMMENT
MEDIUM	types/voiceClone.ts	255	// ── 音色导入导出（.svoice 单文件包）─────────────────────────────────────────	COMMENT
MEDIUM	types/voiceClone.ts	342	// ── 渲染层视图（voiceClone: IPC 的 data 形状）───────────────────────────────	COMMENT
MEDIUM	types/dubbing.ts	301	// ── 对齐引擎（alignment.ts 纯函数的输入输出合同）────────────────────────────	COMMENT
MEDIUM	types/dubbing.ts	346	// ── 进度事件（dubbing: IPC 推送）────────────────────────────────────────────	COMMENT
MEDIUM	types/dubbing.ts	369	// ── 渲染层视图（dubbing: IPC 的 data 形状）──────────────────────────────────	COMMENT
MEDIUM	types/dubbing.ts	453	// ── 会话持久化（session.json，P1：重开可恢复行级状态与产物）──────────────────	COMMENT
MEDIUM	types/asrProvider.ts	924	// ── 左栏「云端听写」分组导航 ────────────────────────────────────────────────	COMMENT
MEDIUM	types/ttsProvider.ts	807	// ── 「配音服务」页左栏条目体系（形制 asrProvider 的 CloudEngineView）─────────	COMMENT
MEDIUM	types/download.ts	107	// ── 下载器二进制分发 ────────────────────────────────────────────────────────	COMMENT
MEDIUM	types/download.ts	162	// ── 纯函数（main / renderer 共用） ─────────────────────────────────────────	COMMENT
MEDIUM	types/download.ts	239	// ── 站点 Cookie 档案（登录态注入） ──────────────────────────────────────────	COMMENT
MEDIUM	types/subtitleMerge.ts	201	// ── 统一合成引擎（compose）：字幕 × 音轨矩阵 ────────────────────────────────	COMMENT
MEDIUM	extraResources/sherpa/worker/tts-config.js	119	// ── 克隆合成的文本切块（内存安全约束）────────────────────────────────────────	COMMENT
MEDIUM	extraResources/sherpa/worker/tts-config.js	228	// ── 中文数字归一化（克隆合成的文本前端）─────────────────────────────────────	COMMENT
MEDIUM	scripts/test-summary.ts	40	// ── resolveSummaryPrompt ──────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/test-summary.ts	98	// ── buildSummaryInput ─────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/test-summary.ts	109	// ── buildSummaryInstructions ──────────────────────────────────────────────	COMMENT
MEDIUM	scripts/test-summary.ts	160	// ── settleSummaryText ─────────────────────────────────────────────────────	COMMENT
128 more matches not shown…

Hyper-Verbose Identifiers409 hits · 416 pts

Severity	File	Line	Snippet	Context
LOW	…erer/components/settings/SettingsPersistenceStatus.tsx	6	export default function SettingsPersistenceStatus({	CODE
LOW	renderer/components/settings/gpu/gpuUtils.ts	31	export function isActiveBackendStaleForPlatform(	CODE
LOW	renderer/components/settings/gpu/gpuUtils.ts	54	export function resolveActiveBackendForPlatform(	CODE
LOW	renderer/components/settings/gpu/gpuDownloadUtils.ts	53	export function getCompatibleCudaVersions(	CODE
LOW	renderer/components/settings/gpu/gpuDownloadUtils.ts	84	export function getRecommendedCudaVersion(	CODE
LOW	renderer/components/settings/gpu/gpuDownloadUtils.ts	90	export function readPersistedDownloadSource(): DownloadSource {	CODE
LOW	renderer/components/settings/gpu/gpuDownloadUtils.ts	128	export function getRecommendationReasonText(	CODE
LOW	renderer/components/tasks/stageUtils.ts	300	export function getTaskProofreadSourcePath(	CODE
LOW	renderer/components/tasks/stageUtils.ts	316	export function getTaskProofreadTargetPath(	CODE
LOW	renderer/components/tasks/stageUtils.ts	324	export function getProofreadUnavailableReason(	CODE
LOW	…ponents/tasks/settings/FasterWhisperAdvancedFields.tsx	26	function formatAdvancedNumberDraft(value: unknown): string {	CODE
LOW	renderer/components/resources/ModelLibrarySection.tsx	88	function isFasterWhisperModelInstalled(	CODE
LOW	…rer/components/resources/ProviderPersistenceStatus.tsx	15	export default function ProviderPersistenceStatus({	CODE
LOW	renderer/components/subtitleMerge/utils/styleUtils.ts	108	export function getSubtitleContainerStyle(	CODE
LOW	renderer/hooks/useRadixPointerEventsGuard.ts	21	export function useRadixPointerEventsGuard(): void {	CODE
LOW	renderer/hooks/useTaskProjectPersistence.ts	28	export function useTaskProjectPersistence(	CODE
LOW	renderer/hooks/useEmbeddedSubtitlePrompt.tsx	46	export function useEmbeddedSubtitlePrompt() {	CODE
LOW	renderer/hooks/useUnifiedTaskConfig.ts	24	export function buildTaskSnapshotFromConfig(	CODE
LOW	renderer/hooks/useSummaryPromptCustomized.ts	10	export function useSummaryPromptCustomized(): {	CODE
LOW	renderer/hooks/useDownloadEndpoints.ts	18	export function invalidateDownloadEndpointsCache(): void {	CODE
LOW	renderer/lib/funasrDownloadError.ts	16	export function isFunasrDownloadCancelled(error: unknown): boolean {	CODE
LOW	renderer/lib/funasrDownloadError.ts	28	export function formatFunasrDownloadFailureToast(	CODE
LOW	renderer/lib/proofreadUtils.ts	115	export async function createPendingFileFromVideo(	CODE
LOW	renderer/lib/proofreadUtils.ts	157	export async function createPendingFileFromSubtitle(	CODE
LOW	renderer/lib/pipelineSettings.ts	39	export function dubbingConfigFromSelection(	CODE
LOW	renderer/lib/providerPanelUtils.ts	50	export function resolveSelectedProviderId(	CODE
LOW	renderer/lib/providerPanelUtils.ts	64	export async function resolveSelectedProviderIdAsync(	CODE
LOW	renderer/lib/providerPanelUtils.ts	88	export function resolveDefaultTranslateProviderId(	CODE
LOW	renderer/lib/providerPanelUtils.ts	140	export async function syncTranslateProviderToUserConfig(	CODE
LOW	renderer/lib/subtitleRefineValidation.ts	46	export function validateRefineProviderConfig({	CODE
LOW	renderer/lib/subtitleRefineValidation.ts	188	export function getRefineValidationErrorMessage(	CODE
LOW	renderer/lib/engineModels.ts	66	export function getInstalledModelsForEngine(	CODE
LOW	renderer/lib/engineModels.ts	98	export function getSelectableModelsForEngine(	CODE
LOW	renderer/lib/engineModels.ts	184	export function hasUnavailableParakeetModel(	CODE
LOW	renderer/lib/embeddedSubtitleScan.ts	24	export function embeddedSubtitleProbeFiles({	CODE
LOW	renderer/lib/providerUtils.ts	4	export function isFallbackProviderInstance(	CODE
LOW	types/composeContainer.ts	48	export function isComposeContainerWritable(extension: string): boolean {	CODE
LOW	types/composeContainer.ts	66	export function assertComposeOutputWritable(outputPath: string): void {	CODE
LOW	types/sourceSrtSave.ts	16	export function correctedSourceSrtSaveOption(	CODE
LOW	types/taskSnapshot.ts	17	export function isPinnedTaskConfigSnapshot(	CODE
LOW	types/taskSnapshot.ts	37	export function isTaskSnapshotTranslationEnabled(	CODE
LOW	types/ttsVoice.ts	31	export function normalizeTtsVoiceMetadata(raw: unknown): TtsVoiceMetadata {	CODE
LOW	types/assistantAttachments.ts	32	export function assistantAttachmentReference(	CODE
LOW	types/dubbing.ts	39	export function assertDubbingSpeakerSettings(	CODE
LOW	types/dubbing.ts	57	export function resolveDubbingSpeakerSettings(	CODE
LOW	types/dubbing.ts	124	export function missingDubbingSpeakerVoiceIds(	CODE
LOW	types/dubbing.ts	149	export function withDubbingGlobalSpeakerFallback(	CODE
LOW	types/translateContent.ts	26	export function normalizeTranslateContent(value: unknown): TranslateContent {	CODE
LOW	types/missedSpeech.ts	38	export function associateMissedSpeechWarnings(	CODE
LOW	types/missedSpeech.ts	69	export function normalizeMissedSpeechWarnings(	CODE
LOW	types/transcriptionParams.ts	79	export function supportsFasterWhisperAdvancedParams(	CODE
LOW	types/transcriptionParams.ts	85	export function isValidFasterWhisperAdvancedParamValue(	CODE
LOW	types/transcriptionParams.ts	102	export function buildFasterWhisperAdvancedParams(	CODE
LOW	types/subtitleOutput.ts	19	export function resolveSubtitleOutputFormats(	CODE
LOW	types/subtitleOutput.ts	53	export function subtitleOutputFilesToSave(	CODE
LOW	types/downloadConfig.ts	59	export function normalizeDownloadEndpoints(	CODE
LOW	types/speakerDiarization.ts	9	export function getSpeakerDiarizationMetadataWarning(	CODE
LOW	types/speakerDiarization.ts	25	export function normalizeSpeakerDiarizationCount(value: unknown): number {	CODE
LOW	types/speakerDiarization.ts	45	export function shouldExtractAudioForEmbeddedSubtitle(	CODE
LOW	types/speakerDiarization.ts	93	export function supportsSpeakerDiarizationTask(	CODE
349 more matches not shown…

Fake / Example Data22 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	renderer/public/locales/zh/parameters.json	25	"placeholder": "搜索参数..."	CODE
LOW	renderer/public/locales/zh/download.json	51	"placeholder": "粘贴视频链接，一行一条…\n支持从聊天记录等混杂文本中自动识别链接",	CODE
LOW	renderer/public/locales/zh/common.json	287	"placeholder": "搜索或跳转…",	CODE
LOW	renderer/public/locales/zh/common.json	464	"placeholder": "发送消息，或拖入文件…",	CODE
LOW	renderer/public/locales/zh/glossary.json	62	"placeholder": "搜索原文、译文或备注",	CODE
LOW⚡	renderer/public/locales/zh/tasks.json	338	"placeholder": "引擎默认：5",	CODE
LOW⚡	renderer/public/locales/zh/tasks.json	343	"placeholder": "引擎默认：5",	CODE
LOW⚡	renderer/public/locales/zh/tasks.json	348	"placeholder": "引擎默认：0.0 → 1.0 自适应回退",	CODE
LOW⚡	renderer/public/locales/zh/tasks.json	353	"placeholder": "引擎默认：2.4",	CODE
LOW⚡	renderer/public/locales/zh/tasks.json	358	"placeholder": "引擎默认：-1.0",	CODE
LOW⚡	renderer/public/locales/zh/tasks.json	363	"placeholder": "引擎默认：0.6",	CODE
LOW	renderer/public/locales/en/parameters.json	25	"placeholder": "Search parameters..."	CODE
LOW	renderer/public/locales/en/download.json	51	"placeholder": "Paste video links, one per line…\nLinks are auto-extracted from mixed text like chat logs",	CODE
LOW	renderer/public/locales/en/common.json	287	"placeholder": "Search or jump to…",	CODE
LOW	renderer/public/locales/en/common.json	464	"placeholder": "Send a message or drop files…",	CODE
LOW	renderer/public/locales/en/glossary.json	62	"placeholder": "Search source, translation, or note",	CODE
LOW⚡	renderer/public/locales/en/tasks.json	338	"placeholder": "Engine default: 5",	CODE
LOW⚡	renderer/public/locales/en/tasks.json	343	"placeholder": "Engine default: 5",	CODE
LOW⚡	renderer/public/locales/en/tasks.json	348	"placeholder": "Engine default: adaptive 0.0 → 1.0 fallback",	CODE
LOW⚡	renderer/public/locales/en/tasks.json	353	"placeholder": "Engine default: 2.4",	CODE
LOW⚡	renderer/public/locales/en/tasks.json	358	"placeholder": "Engine default: -1.0",	CODE
LOW⚡	renderer/public/locales/en/tasks.json	363	"placeholder": "Engine default: 0.6",	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	main/service/__tests__/integration.demo.ts	182	// Step 1: Process custom parameters	COMMENT
LOW⚡	main/service/__tests__/integration.demo.ts	189	// Step 2: Prepare headers (would be used in OpenAI client initialization)	COMMENT
LOW⚡	main/service/__tests__/integration.demo.ts	196	// Step 3: Prepare request body (would be used in API call)	COMMENT
LOW	main/service/__tests__/integration.demo.ts	207	// Step 4: Log processing summary	COMMENT

Structural Annotation Overuse4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	main/service/__tests__/integration.demo.ts	182	// Step 1: Process custom parameters	COMMENT
LOW⚡	main/service/__tests__/integration.demo.ts	189	// Step 2: Prepare headers (would be used in OpenAI client initialization)	COMMENT
LOW⚡	main/service/__tests__/integration.demo.ts	196	// Step 3: Prepare request body (would be used in API call)	COMMENT
LOW	main/service/__tests__/integration.demo.ts	207	// Step 4: Log processing summary	COMMENT

Over-Commented Block8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	renderer/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	extraResources/sherpa/worker/wav-io.js	1	'use strict';	COMMENT
LOW	scripts/sync-gitcode.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/crash/boom/boom.c	21	#include <stdlib.h>	COMMENT
LOW	scripts/lib/gitcode-sync.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.github/workflows/release.yml	121	# 所以这里会一直等待；2 小时内没批准则本次失败，批准后重新运行即可。	COMMENT
LOW	.github/workflows/windows-nonascii.yml	1	name: Windows non-ASCII paths	COMMENT
LOW	main/helpers/updater.ts	101	// 当自动更新出错时，提供手动下载选项	COMMENT

Modern AI Meta-Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	extraResources/python-review/speech_review.py	120	# Preserve vocabulary and explicit anti-hallucination constraints.	COMMENT
MEDIUM	main/helpers/engines/qwenText.ts	90	// Only remove a matching closing decoration from a recognized scaffold.	COMMENT
MEDIUM	…pec/changes/fix-windows-nonascii-native-paths/tasks.md	27	- [x] 3.3 [run 38366811833](https://github.com/buxuku/SmartSub/actions/runs/38366811833)（`568c2935`）三个作业全部通过：sherpa 21 项	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	main/service/configurationManager.ts	66	// Templates functionality removed as requested	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/asr-review/runtime-cancel.py	39	except ValueError:	CODE

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	main/service/openai-example.ts	28	apiKey: 'your-api-key',	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/make_icon.py	35	# Anchor region on the dark squircle face (robust; excludes glow + watermark).	COMMENT

Deep Nesting2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	extraResources/python-review/speech_review.py	168		CODE
LOW	extraResources/python-review/speech_review.py	231		CODE

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	extraResources/python-review/review_core.py	12		CODE
LOW	scripts/asr-review/test_review_core.py	1		CODE

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	extraResources/python-review/bootstrap.py	39	except Exception as error:	CODE

buxuku/SmartSub

Open-Source Code Quality, Security and Technical Debt Review