1.4

Adjusted Signal

1.4

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

3.3K

Stars

TypeScript

Language

411.1K

Lines of Code

3.7K

Files

279

Pattern Hits

2026-10-31

Scan Date

0.01

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 3.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 226 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.9/100 · LOW

Are imports declared and package/API names verified? 29 finding(s).

Agent Over-Engineering Ratio 2.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 176 finding(s).

PR Review Velocity Impact 6.0/100 · LOW

Which changes need focused human review? 279 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 12HIGH 14MEDIUM 26LOW 227

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 279 distinct pattern matches across 11 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 Identifiers152 hits · 162 pts

Severity	File	Line	Snippet	Context
LOW	plugins/dameng/tests/windows.test.ts	338	function selectedDirectoryInstallPolicy(	CODE
LOW	plugins/mariadb-cluster/render/installations.ts	31	export async function refreshMariadbInstallations() {	CODE
LOW	…gins/mariadb-cluster/render/installationsController.ts	155	export function requireStaticInstallationSuccess(response: {	CODE
LOW	plugins/mariadb-cluster/render/startup/register.ts	10	export function registerMariadbClusterStartup(descriptor: AppModuleItem) {	CODE
LOW	plugins/mysql-cluster/render/installations.ts	31	export async function refreshMysqlInstallations() {	CODE
LOW	plugins/mysql-cluster/render/installationsController.ts	155	export function requireStaticInstallationSuccess(response: {	CODE
LOW	plugins/mysql-cluster/render/startup/register.ts	10	export function registerMysqlClusterStartup(descriptor: AppModuleItem) {	CODE
LOW	plugins/kafka/fork/Kafka/WindowsRunClass.ts	2	export function patchKafkaWindowsRunClass(content: string): string {	CODE
LOW	plugins/kafka/fork/Kafka/kraft.ts	2	export function kafkaClusterUuidFromOutput(stdout: string): string {	CODE
LOW	plugins/kafka/render/policy.ts	58	export function filterKafkaJavaCandidates(installed: SoftInstalled[]): KafkaJavaCandidate[] {	CODE
LOW⚡	plugins/mssql/fork/Mssql/windows.ts	8	export function windowsConfigurationManagerPath(version: string, systemRoot: string): string {	CODE
LOW⚡	plugins/mssql/fork/Mssql/windows.ts	17	export function windowsConfigurationManagerScript(mmc: string, consoleFile: string): string {	CODE
LOW⚡	plugins/mssql/fork/Mssql/windows.ts	27	export function windowsEncodeElevationScript(): string {	CODE
LOW	plugins/mssql/fork/Mssql/windows.ts	43	export function windowsServiceControlBody(	CODE
LOW	plugins/mssql/fork/Mssql/Permissions.ts	182	export function windowsServiceAccessCheckScript(service: string): string {	CODE
LOW	plugins/mssql/fork/Mssql/Permissions.ts	216	export function canRepairWindowsPermissions(version: {	CODE
LOW	plugins/command-shortcuts/fork/terminal.ts	45	export function directoryTerminalBootstrap(path: string, powershell: string): string {	CODE
LOW	scripts/helper-contract-check.ts	292	function checkContractAgainstTypes(contract: Contract) {	CODE
LOW	scripts/helper-contract-check.ts	310	function checkContractAgainstDispatch(contract: Contract) {	CODE
LOW	src/fork/util/ServiceStart.win.ts	90	export function buildWindowsCmdServiceStartCommand(	CODE
LOW	src/fork/util/ServiceStart.win.ts	109	export function buildWindowsCustomerServiceStartScript(	CODE
LOW	src/fork/util/ServiceStart.ts	99	export function serviceStartSpawnLogParam(	CODE
LOW	src/fork/util/ServiceStart.ts	134	export function buildUnixCustomerServiceStartScript(	CODE
LOW	src/fork/util/PowerShell.ts	142	export function powershellExecWithUnblock(file: string, options: any = {}): ForkPromise<string> {	CODE
LOW	src/fork/util/AiCli.ts	103	export function resolveAiCliTerminalCommand(binName: string, deps: ResolveAiCliDeps = {}): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	85	export function pgAdminPrivateDirectories(paths: PgAdminPaths, windows: boolean): string[] {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	105	function validPgAdminServerIdentityId(value: unknown): value is string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	114	export function parsePgAdminServerIdentity(content: string): PgAdminServerIdentity {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	145	export async function pgAdminInitializationState(	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	168	export async function completePgAdminInitialization(	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	268	export async function verifyPgAdminPidPersistence(	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	309	export function pgAdminPackageRootUnversionedProbe(): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	313	export function pgAdminDesktopBootstrapContent(): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	376	export function pgAdminDesktopInitializationVerificationContent(): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	420	export function pgAdminDesktopServerIdentityContent(): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	466	export function pgAdminDesktopServerReconciliationContent(): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	576	function pgAdminMetadataIndependentScriptPattern(paths: PgAdminPaths, windows: boolean): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	589	export function pgAdminCommandOwnedWithoutPackageMetadata(	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	610	export function pgAdminPortOwnedByProcessTree(	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	635	export function pgAdminWindowsKillCommand(pids: readonly string[]): string {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	668	export function pgAdminOwnedPidsWithoutPackageMetadata(	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	692	export function validPgAdminRegistrationPort(port: number): boolean {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	696	export function assertPgAdminRegistrationPort(port: number): void {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	726	export function validPgAdminPythonVersion(version: string \| null \| undefined): boolean {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	752	export function validatePgAdminPythonVersionInfo(info: PythonVersionInfo \| null): boolean {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	761	export function assertPgAdminPythonVersion(versionStr: string, source: string): void {	CODE
LOW	src/fork/module/Postgresql/pgAdmin.ts	799	function postgresqlProcessOwnsDataDirectory(	CODE
LOW	src/fork/module/Host/UnixHosts.ts	83	export function assertGenericUnixFileWrite(file: string): void {	CODE
LOW	src/fork/module/Tool.win/GitBashIntegration.ts	54	export async function installGitBashIntegration(	CODE
LOW	src/fork/module/Python/index.ts	38	export function renderWindowsPythonInstallScript(	CODE
LOW	src/fork/module/Python/index.ts	49	export function renderWindowsPipInstallScript(	CODE
LOW	src/fork/module/Python/index.ts	56	async function runWindowsPowerShellInline(script: string) {	CODE
LOW	src/fork/module/Redis/RedisCommander.ts	133	export function redisCommanderInstallManifest() {	CODE
LOW	src/fork/module/Redis/RedisCommander.ts	218	export function redisCommanderAutoLoginUrl(	CODE
LOW	src/fork/module/Redis/RedisCommander.ts	229	export function redisCommanderSsoEnvironment(	CODE
LOW	src/fork/module/Redis/RedisCommander.ts	239	export function redisCommanderCommandOwned(	CODE
LOW	src/fork/module/Rust/index.ts	34	export async function installRustWindowsArchive(zip: string, appDir: string) {	CODE
LOW	src/fork/module/Code/index.ts	43	function shellDoubleQuotedPathPrefix(paths: string[]): string {	CODE
LOW	src/fork/module/DotNet/version.ts	3	export function getDotNetVersionFromInfoOutput(output: string): string {	CODE
LOW	src/fork/module/DotNet/version.ts	11	export function getDotNetVersionFromOutput(output: string): string {	CODE
92 more matches not shown…

Hallucination Indicators12 hits · 140 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	plugins/dameng/tests/renderer.test.ts	342	harness.app.config.setup.dameng.dirs.push(null, 'c:/dm/owned/')	CODE
CRITICAL⚡	plugins/dameng/tests/renderer.test.ts	345	harness.app.config.setup.dameng.dirs.filter((path: string) => /owned/i.test(path)).length,	CODE
CRITICAL⚡	plugins/dameng/tests/renderer.test.ts	351	const removedRegistration = harness.app.config.setup.dameng.dirs.indexOf('/chosen/DM')	CODE
CRITICAL⚡	plugins/dameng/tests/renderer.test.ts	356	harness.app.config.setup.dameng.dirs.splice(removedRegistration, 1)	CODE
CRITICAL	plugins/dameng/tests/renderer.test.ts	383	assert.equal(harness.app.config.setup.dameng.dirs.includes('/chosen/DM'), true)	CODE
CRITICAL	plugins/dameng/tests/renderer.test.ts	399	assert.equal(harness.app.config.setup.dameng.dirs.includes(hungRegistration.appDir), false)	CODE
CRITICAL	plugins/mariadb-cluster/render/startup/ClusterModule.ts	48	return this.owner.controller.catalog.clusters.find((group) => group.id === this.id)	CODE
CRITICAL	plugins/mysql-cluster/render/startup/ClusterModule.ts	48	return this.owner.controller.catalog.clusters.find((group) => group.id === this.id)	CODE
CRITICAL	src/shared/WindowsActionPipe.ts	83	return System.Threading.Tasks.Task.Factory.StartNew(delegate {	CODE
CRITICAL	src/shared/WindowsActionPipe.ts	138	System.Threading.Tasks.Task.Factory.StartNew(delegate {	CODE
CRITICAL	src/main/ui/SiteSucker/PageTask.ts	30	this.window.webContents.session.webRequest.onBeforeRequest((details, callback) => {	CODE
CRITICAL	src/main/ui/SiteSucker/PageTask.ts	39	this.window.webContents.session.webRequest.onHeadersReceived((details, callback) => {	CODE

Magic Placeholder Names12 hits · 90 pts

Severity	File	Line	Snippet	Context
HIGH⚡	static/tmpl/cliproxyapi.yaml	36	- "your-api-key-1"	CODE
HIGH⚡	static/tmpl/cliproxyapi.yaml	37	- "your-api-key-2"	CODE
HIGH⚡	static/tmpl/cliproxyapi.yaml	38	- "your-api-key-3"	CODE
HIGH⚡	static/tmpl/cliproxyapi.yaml	196	- "your-api-key-1"	CODE
HIGH⚡	static/tmpl/cliproxyapi.yaml	197	- "your-api-key-2"	CODE
HIGH⚡	static/tmpl/cliproxyapi.yaml	200	- "your-api-key-3"	CODE
HIGH⚡	static/tmpl/cliproxyapi.zh.yaml	36	- "your-api-key-1"	CODE
HIGH⚡	static/tmpl/cliproxyapi.zh.yaml	37	- "your-api-key-2"	CODE
HIGH⚡	static/tmpl/cliproxyapi.zh.yaml	38	- "your-api-key-3"	CODE
HIGH⚡	static/tmpl/cliproxyapi.zh.yaml	194	- "your-api-key-1"	CODE
HIGH⚡	static/tmpl/cliproxyapi.zh.yaml	195	- "your-api-key-2"	CODE
HIGH⚡	static/tmpl/cliproxyapi.zh.yaml	198	- "your-api-key-3"	CODE

Decorative Section Separators24 hits · 72 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/fork/module/N8N/index.ts	367	// ── User management methods (delegated to database.ts) ────────────────────	COMMENT
MEDIUM	src/fork/module/N8N/index.ts	455	// ── Fixed / env-based candidates ─────────────────────────────────────	COMMENT
MEDIUM	src/fork/module/N8N/index.ts	469	// ── Filesystem search ─────────────────────────────────────────────────	COMMENT
MEDIUM	src/fork/module/N8N/index.ts	521	// ── Deduplicate and return only paths with database.sqlite ────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	283	// ── Data directory ───────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	347	// ── User list ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	370	// ── Action dispatcher ────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	380	// ── Toggle disabled ──────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	395	// ── Edit name ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	429	// ── Change role ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	459	// ── Reset password ───────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	495	// ── Delete user ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	521	// ── Add user ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	581	// ── Change owner password ────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/N8N/Users.vue	611	// ── Lifecycle ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	461	// ── SDK info ──────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	476	// ── Doctor snapshot ───────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	480	// ── Android / Env ─────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	492	// ── Commands ──────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	501	// ── Computed ──────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	571	// ── IPC helper ────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	580	// ── Loaders ───────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	626	// ── Commands ──────────────────────────────────────────────	COMMENT
MEDIUM	src/render/components/Flutter/General.vue	702	// ── Init ──────────────────────────────────────────────────	COMMENT

Over-Commented Block48 hits · 48 pts

Severity	File	Line	Snippet	Context
LOW	static/tmpl/cliproxyapi.yaml	241	# fork: true # when true, keep original and also add the alias as an extra model (default: fa	COMMENT
LOW	static/tmpl/macOS/meilisearch.toml	1	# This file shows the default configuration of Meilisearch.	COMMENT
LOW	static/tmpl/macOS/meilisearch.toml	21	# All gathered data is used solely for the purpose of improving Meilisearch, and can be deleted at any time.	COMMENT
LOW	static/tmpl/macOS/meilisearch.toml	41		COMMENT
LOW	static/tmpl/macOS/meilisearch.toml	61		COMMENT
LOW	static/tmpl/macOS/meilisearch.toml	81	# Prevents a Meilisearch instance from throwing an error when `import_snapshot` does not point to a valid snapshot file.	COMMENT
LOW	static/tmpl/macOS/meilisearch.toml	101		COMMENT
LOW	static/tmpl/macOS/meilisearch.toml	121		COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	1	log_level: INFO	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	21	# Where to store snapshots	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	61	# Useful for setting up a dedicated backup node	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	81	# The same value should be used on all nodes in a cluster.	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	101	# The minimal number of vectors in a segment, required to perform segment optimization	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	121	# If not set, will be automatically selected considering the number of available CPUs.	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	141	# optimizers configs regardless of the config above and the options specified at collection creation.	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	161	# When the maximum estimated amount of points that a condition satisfies is smaller than	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	201	# More info: https://qdrant.tech/documentation/guides/quantization	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	221	# Max HNSW value allowed in search parameters.	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	261		COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	281	# (Either above or via an external service like nginx.)	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	321	# to detect disconnected nodes earlier, but too frequent	COMMENT
LOW	static/tmpl/All/qdrant-config.yaml	341		COMMENT
LOW	static/tmpl/Linux/meilisearch.toml	1	# This file shows the default configuration of Meilisearch.	COMMENT
LOW	static/tmpl/Linux/meilisearch.toml	21	# All gathered data is used solely for the purpose of improving Meilisearch, and can be deleted at any time.	COMMENT
LOW	static/tmpl/Linux/meilisearch.toml	41		COMMENT
LOW	static/tmpl/Linux/meilisearch.toml	61		COMMENT
LOW	static/tmpl/Linux/meilisearch.toml	81	# Prevents a Meilisearch instance from throwing an error when `import_snapshot` does not point to a valid snapshot file.	COMMENT
LOW	static/tmpl/Linux/meilisearch.toml	101		COMMENT
LOW	static/tmpl/Linux/meilisearch.toml	121		COMMENT
LOW	static/tmpl/Windows/meilisearch.toml	1	# This file shows the default configuration of Meilisearch.	COMMENT
LOW	static/tmpl/Windows/meilisearch.toml	21	# All gathered data is used solely for the purpose of improving Meilisearch, and can be deleted at any time.	COMMENT
LOW	static/tmpl/Windows/meilisearch.toml	41		COMMENT
LOW	static/tmpl/Windows/meilisearch.toml	61		COMMENT
LOW	static/tmpl/Windows/meilisearch.toml	81	# Prevents a Meilisearch instance from throwing an error when `import_snapshot` does not point to a valid snapshot file.	COMMENT
LOW	static/tmpl/Windows/meilisearch.toml	101		COMMENT
LOW	static/tmpl/Windows/meilisearch.toml	121		COMMENT
LOW	tmp/flutter-flow-check/flow_test_app/lib/main.dart	61	// This call to setState tells the Flutter framework that something has	COMMENT
LOW	tmp/flutter-flow-check/flow_test_app/lib/main.dart	81	// Colors.amber, perhaps?) and trigger a hot reload to see the AppBar	COMMENT
LOW	src/fork/module/Rnacos/index.ts	61		COMMENT
LOW	src/fork/module/CliProxyAPI/index.ts	61		COMMENT
LOW	src/render/components/AI/AIOllama.ts	41	// parameters: {	COMMENT
LOW	src/shared/Sudo-Raw.js	161	'"'	COMMENT
LOW	src/shared/Sudo-Raw.js	501	}	COMMENT
LOW	src/shared/Sudo-Raw.js	541	// Set code page to UTF-8:	COMMENT
LOW	src/shared/Sudo-Raw.js	601	//	COMMENT
LOW	src/shared/AppHelperCheck.ts	21	const Helper_Check_Timeout = 3000	COMMENT
LOW	src/helper-go/darwin_acl.go	1	//go:build darwin && cgo	COMMENT
LOW	src/helper-go/main.go	21	"time"	COMMENT

Structural Annotation Overuse22 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW	AGENTS.md	240	### Step 1: Define Module Type	COMMENT
LOW	AGENTS.md	251	### Step 2: Create Fork Module	COMMENT
LOW	AGENTS.md	277	### Step 3: Create Renderer Components	COMMENT
LOW	AGENTS.md	285	### Step 4: Add Translations	COMMENT
LOW	docs/deepwiki/SYSTEM_PROMPT_FINAL.md	65	### Step 1: 入口定位 + 功能域发现 (核心新增)	COMMENT
LOW⚡	docs/deepwiki/SYSTEM_PROMPT_FINAL.md	81	### Step 2: 核心类识别	COMMENT
LOW⚡	docs/deepwiki/SYSTEM_PROMPT_FINAL.md	87	### Step 3: 调用链构建	COMMENT
LOW⚡	docs/deepwiki/SYSTEM_PROMPT_FINAL.md	96	### Step 4: IPC 映射	COMMENT
LOW⚡	docs/deepwiki/SYSTEM_PROMPT_FINAL.md	104	### Step 5: 平台差异比对	COMMENT
LOW⚡	docs/deepwiki/SYSTEM_PROMPT_FINAL.md	114	### Step 6: 数据清洗点分析	COMMENT
LOW	docs/deepwiki/gemini.md	109	### Step 1: 扫描核心资产	COMMENT
LOW	docs/deepwiki/gemini.md	116	### Step 2: 追踪核心数据流	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	19	### Step 1: 识别模块入口文件	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	43	### Step 2: UI 层组件分析	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	62	### Step 3: 功能域发现（必须最先完成）	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	84	### Step 4: IPC 通信映射	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	102	### Step 5: 调用链还原（按功能域分组）	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	141	### Step 6: 平台差异代码提取	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	156	### Step 7: 数据清洗点分析	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	182	### Step 8: 按规范生成文档	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	247	### Step 9: 自检清单（强制执行）	COMMENT
LOW	docs/deepwiki/TASK_MODULE_ANALYSIS.md	285	### Step 10: 修正与完善	COMMENT

Cross-Language Confusion (JS/TS)2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	src/fork/module/Postgresql/pgAdmin.ts	462	print(json.dumps({'userId': str(user.id), 'serverId': str(server.id)}))	CODE
HIGH	src/main/core/AppHelper.ts	189	elif [ "$mode" = development ]; then	CODE

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/windows-version-build.yml	78	# 第 1 阶段:编译并生成 win-unpacked。portable 目标会先把 elevate.exe 放入 app 目录,	COMMENT
MEDIUM	.github/workflows/windows-version-build.yml	144	# 第 2 阶段:使用已签名 app 目录生成安装包。NSIS 禁止复制 elevate.exe,	COMMENT

Fake / Example Data3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	src/render/components/Tools/Encryption/store.ts	6	cypherInput: 'Lorem ipsum dolor sit amet',	CODE
LOW	src/render/components/Tools/Encryption/store.ts	6	cypherInput: 'Lorem ipsum dolor sit amet',	CODE
LOW	src/render/components/Tools/KeycodeInfo/index.vue	86	<el-input :model-value="value" readonly :placeholder="placeholder" class="mb-1">	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	static/sh/Linux/brew-install-en.sh	55	# Check if Homebrew is already installed (Linux version)	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/shared/requestTimer/index.ts	395	// Example usage	COMMENT

xpf0000/FlyEnv

Open-Source Code Quality, Security and Technical Debt Review