0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

36.9K

Stars

Language

2.7M

Lines of Code

8.8K

Files

897

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 1.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 816 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 78 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 314 finding(s).

PR Review Velocity Impact 1.9/100 · LOW

Which changes need focused human review? 897 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 6HIGH 3MEDIUM 47LOW 841

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 897 distinct pattern matches across 16 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 Identifiers311 hits · 371 pts

Severity	File	Line	Snippet	Context
LOW	docs/mpress/scripts/test_check_site.py	25	def test_rss_must_include_every_published_english_post(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	43	def test_absolute_internal_link_is_checked(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	50	def test_redirects_and_encoded_fragments_resolve(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	57	def test_missing_fragment_is_rejected(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	63	def test_contribution_path_cannot_escape_content(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	73	def test_missing_language_and_wrong_canonical_are_rejected(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	87	def test_raw_html_cannot_hide_unrendered_markdown_code(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	97	def test_every_english_route_requires_all_translations(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_site.py	104	def test_knowledge_artifacts_follow_manifest_paths(self):	CODE
LOW	docs/mpress/scripts/test_check_site.py	118	def test_knowledge_manifest_rejects_path_escape(self):	CODE
LOW	docs/mpress/scripts/test_check_site.py	128	def test_english_fallback_is_rejected(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_translations.py	25	def test_missing_page_and_navigation_are_rejected(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_translations.py	30	def test_empty_and_orphaned_translations_are_rejected(self):	CODE
LOW⚡	docs/mpress/scripts/test_check_translations.py	39	def test_exception_requires_current_source_and_translation(self):	CODE
LOW	docs/mpress/scripts/test_check_translations.py	50	def test_structure_errors_cannot_be_waived(self):	CODE
LOW	docs/mpress/scripts/test_check_translations.py	54	def test_historical_changelog_audit_findings_are_excluded(self):	CODE
LOW	docs/mpress/scripts/test_check_translations.py	74	def test_broken_audit_run_always_fails(self):	CODE
LOW	docs/mpress/scripts/test_check_translations.py	89	def test_audit_findings_warn_by_default(self):	CODE
LOW	docs/mpress/scripts/test_check_translations.py	95	def test_strict_mode_fails_on_audit_findings(self):	CODE
LOW	v2/internal/frontend/runtime/runtime_debug_desktop.js	324	function WindowSetSystemDefaultTheme() {	CODE
LOW	v2/internal/frontend/runtime/runtime_debug_desktop.js	399	function WindowSetBackgroundColour(R, G, B, A) {	CODE
LOW	v2/internal/frontend/runtime/runtime_debug_desktop.js	586	function processDefaultContextMenu(event) {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	651	function RequestNotificationAuthorization() {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	654	function CheckNotificationAuthorization() {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	660	function SendNotificationWithActions(options) {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	663	function RegisterNotificationCategory(category) {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	666	function RemoveNotificationCategory(categoryId) {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	669	function RemoveAllPendingNotifications() {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	672	function RemovePendingNotification(identifier) {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	675	function RemoveAllDeliveredNotifications() {	CODE
LOW⚡	v2/internal/frontend/runtime/runtime_debug_desktop.js	678	function RemoveDeliveredNotification(identifier) {	CODE
LOW	v2/internal/frontend/runtime/wrapper/runtime.d.ts	103	export function WindowSetSystemDefaultTheme(): void;	CODE
LOW	v2/internal/frontend/runtime/wrapper/runtime.d.ts	203	export function WindowSetBackgroundColour(R: number, G: number, B: number, A: number): void;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	290	export function RequestNotificationAuthorization(): Promise<boolean>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	294	export function CheckNotificationAuthorization(): Promise<boolean>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	302	export function SendNotificationWithActions(options: NotificationOptions): Promise<void>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	306	export function RegisterNotificationCategory(category: NotificationCategory): Promise<void>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	310	export function RemoveNotificationCategory(categoryId: string): Promise<void>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	314	export function RemoveAllPendingNotifications(): Promise<void>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	318	export function RemovePendingNotification(identifier: string): Promise<void>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	322	export function RemoveAllDeliveredNotifications(): Promise<void>;	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.d.ts	326	export function RemoveDeliveredNotification(identifier: string): Promise<void>;	CODE
LOW	v2/internal/frontend/runtime/wrapper/runtime.js	76	export function WindowSetSystemDefaultTheme() {	CODE
LOW	v2/internal/frontend/runtime/wrapper/runtime.js	164	export function WindowSetBackgroundColour(R, G, B, A) {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	256	export function RequestNotificationAuthorization() {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	260	export function CheckNotificationAuthorization() {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	268	export function SendNotificationWithActions(options) {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	272	export function RegisterNotificationCategory(category) {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	276	export function RemoveNotificationCategory(categoryId) {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	280	export function RemoveAllPendingNotifications() {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	284	export function RemovePendingNotification(identifier) {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	288	export function RemoveAllDeliveredNotifications() {	CODE
LOW⚡	v2/internal/frontend/runtime/wrapper/runtime.js	292	export function RemoveDeliveredNotification(identifier) {	CODE
LOW	v2/internal/frontend/runtime/desktop/window.js	24	export function WindowSetSystemDefaultTheme() {	CODE
LOW	v2/internal/frontend/runtime/desktop/window.js	265	export function WindowSetBackgroundColour(R, G, B, A) {	CODE
LOW	v2/internal/frontend/runtime/desktop/contextmenu.js	8	export function processDefaultContextMenu(event) {	CODE
LOW	v2/internal/frontend/runtime/desktop/notifications.js	56	export function RequestNotificationAuthorization() {	CODE
LOW	v2/internal/frontend/runtime/desktop/notifications.js	68	export function CheckNotificationAuthorization() {	CODE
LOW	v2/internal/frontend/runtime/desktop/notifications.js	106	export function SendNotificationWithActions(options) {	CODE
LOW	v2/internal/frontend/runtime/desktop/notifications.js	127	export function RegisterNotificationCategory(category) {	CODE
251 more matches not shown…

Over-Commented Block359 hits · 359 pts

Severity	File	Line	Snippet	Context
LOW	.fossa.yml	1	version: 3	COMMENT
LOW	qodana.yaml	1	#-------------------------------------------------------------------------------#	COMMENT
LOW	qodana.yaml	21	#Execute shell command before Qodana execution (Applied in CI/CD pipeline)	COMMENT
LOW	tools/sponsorkit/config.go	101	},	COMMENT
LOW	tools/sponsorkit/contributors.go	21	// Commits is the default-branch commit count from the contributors API.	COMMENT
LOW	tools/sponsorkit/main.go	1	// Command sponsorkit generates the Wails sponsors and contributors SVGs	COMMENT
LOW	…/mpress/content/ja/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	docs/mpress/content/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…/mpress/content/ru/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…ress/content/zh-cn/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…/mpress/content/pt/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…ress/content/zh-tw/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…/mpress/content/de/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…/mpress/content/ko/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…/mpress/content/id/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	…/mpress/content/fr/features/bindings/best-practices.md	241	func (s *Service) GetProgress() int {	COMMENT
LOW	v2/test/4649/test_esc_fullscreen.go	1	//go:build darwin	COMMENT
LOW	v2/internal/go-common-file-dialog/cfd/DialogConfig.go	21	type DialogConfig struct {	COMMENT
LOW	v2/internal/go-common-file-dialog/cfd/vtblCommonFunc.go	61		COMMENT
LOW	…internal/go-common-file-dialog/cfd/CommonFileDialog.go	1	// Cross-platform.	COMMENT
LOW	…internal/go-common-file-dialog/cfd/CommonFileDialog.go	21	// This means that, for example, a dialog with role "Import" will have a different	COMMENT
LOW	v2/internal/frontend/runtime/wrapper/runtime.d.ts	101	// Windows only	COMMENT
LOW	v2/internal/frontend/desktop/linux/window.go	1	//go:build linux	COMMENT
LOW	v2/internal/frontend/desktop/linux/frontend.go	1	//go:build linux	COMMENT
LOW	v2/internal/frontend/desktop/linux/frontend.go	41	#if defined(SIGCHLD)	COMMENT
LOW	v2/internal/frontend/desktop/linux/frontend.go	61	#endif	COMMENT
LOW	v2/internal/frontend/desktop/linux/window.c	1	#include <JavaScriptCore/JavaScript.h>	COMMENT
LOW	v2/internal/frontend/desktop/darwin/WindowDelegate.m	1	//go:build darwin	COMMENT
LOW	v2/internal/frontend/desktop/darwin/WailsContext.h	1	//	COMMENT
LOW	v2/internal/frontend/desktop/darwin/WailsMenu.m	1	//go:build darwin	COMMENT
LOW	v2/internal/frontend/desktop/darwin/Application.h	1	//	COMMENT
LOW	v2/internal/frontend/desktop/darwin/WailsMenu.h	1	//	COMMENT
LOW	v2/internal/frontend/desktop/darwin/WailsContext.m	1	//	COMMENT
LOW	v2/internal/frontend/desktop/darwin/AppDelegate.m	1	//	COMMENT
LOW	v2/internal/frontend/desktop/darwin/WailsAlert.h	1	//	COMMENT
LOW	v2/internal/frontend/desktop/darwin/Application.m	1	//go:build darwin	COMMENT
LOW	v2/internal/frontend/desktop/windows/window.go	261	case w32.WM_NCCALCSIZE:	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	21	// BYTE byte	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	41	// HDDEDATA HANDLE	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	61	// HRESULT int32	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	81	// LPARAM LONG_PTR	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	101	// PBYTE *BYTE	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	121	// PLONG *LONG	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	141	// PUINT8 *UINT8	COMMENT
LOW	…/internal/frontend/desktop/windows/winc/w32/typedef.go	161	// SSIZE_T LONG_PTR	COMMENT
LOW	v2/internal/frontend/devserver/host_guard.go	21	const allowedHostsEnvVar = "WAILS_DEV_ALLOWED_HOSTS"	COMMENT
LOW	v2/internal/frontend/devserver/devserver.go	161	return err	COMMENT
LOW	v2/internal/frontend/originvalidator/originValidator.go	81	//	COMMENT
LOW	v2/internal/frontend/ipcauth/ipcauth.go	1	// Package ipcauth holds the per-launch capability that hardens access to the	COMMENT
LOW	v2/internal/project/project.go	61	// Key: GOOS/GOARCH - Executed at build level before/after a build of the specific platform and arch	COMMENT
LOW	v2/internal/system/operatingsystem/os_darwin.go	41	// return stdo.String(), stde.String(), err	COMMENT
LOW	…ic-recovery-test/frontend/wailsjs/runtime/runtime.d.ts	101	// Windows only	COMMENT
LOW	…es/dragdrop-test/frontend/wailsjs/runtime/runtime.d.ts	101	// Windows only	COMMENT
LOW	v2/pkg/options/mac/preferences.go	21	// A string used as the application name portion of the user agent string.	COMMENT
LOW	v2/pkg/options/linux/linux.go	21	// WindowIsTranslucent sets the window's background to transparent when enabled.	COMMENT
LOW	v2/pkg/options/assetserver/options.go	21	// If not defined, the result is the following in cases where the Handler would have been called:	COMMENT
LOW	v2/pkg/options/windows/windows.go	121		COMMENT
LOW	v2/pkg/runtime/signal_other.go	1	//go:build !linux	COMMENT
LOW	v2/pkg/runtime/signal_linux.go	41	//	COMMENT
LOW	v2/pkg/menu/menuroles.go	1	// Package menu provides all the functions and structs related to menus in a Wails application.	COMMENT
299 more matches not shown…

Structural Annotation Overuse46 hits · 99 pts

Severity	File	Line	Snippet	Context
LOW⚡	docs/mpress/content/ja/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/ja/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/ja/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/ja/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/ru/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/ru/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/ru/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/ru/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/zh-cn/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/zh-cn/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/zh-cn/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/zh-cn/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/pt/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/pt/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/pt/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/pt/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/zh-tw/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/zh-tw/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/zh-tw/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/zh-tw/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/de/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/de/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/de/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/de/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/ko/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/ko/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/ko/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/ko/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/id/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/id/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/id/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/id/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW⚡	docs/mpress/content/fr/features/dialogs/overview.md	436	// Step 1: Confirm export	COMMENT
LOW⚡	docs/mpress/content/fr/features/dialogs/overview.md	443	// Step 2: Select destination	COMMENT
LOW⚡	docs/mpress/content/fr/features/dialogs/overview.md	453	// Step 3: Perform export	COMMENT
LOW⚡	docs/mpress/content/fr/features/dialogs/overview.md	462	// Step 4: Success	COMMENT
LOW	docs/mpress/content/migration/v2-to-v3.md	255	### Step 1: Update Dependencies	COMMENT
LOW	docs/mpress/content/migration/v2-to-v3.md	276	### Step 2: Update main.go	COMMENT
LOW	docs/mpress/content/migration/v2-to-v3.md	354	### Step 3: Convert App Struct to Service	COMMENT
LOW	docs/mpress/content/migration/v2-to-v3.md	402	### Step 4: Update Runtime Calls	COMMENT
LOW	docs/mpress/content/migration/v2-to-v3.md	427	### Step 5: Update Frontend	COMMENT
LOW	docs/mpress/content/migration/v2-to-v3.md	467	### Step 6: Update Configuration	COMMENT

Hallucination Indicators6 hits · 85 pts

Severity	File	Line	Snippet	Context
CRITICAL	v3/internal/assetserver/bundledassets/runtime.js	1	var e=Object.defineProperty,t=(e,t,n)=>()=>{if(n)throw n[0];try{return e&&(t=e(e=0)),t}catch(e){throw n=[e],e}},n=(t,n)=	CODE
CRITICAL⚡	v3/pkg/application/linux_child_frame_guard_test.go	29	child.win.webkit.messageHandlers.external.postMessage("wails:event:emit:x");	CODE
CRITICAL⚡	v3/pkg/application/linux_child_frame_guard_test.go	30	child.win.webkit.messageHandlers.external.postMessage({ toString() { return "wails:drag"; } });	CODE
CRITICAL⚡	v3/pkg/application/linux_child_frame_guard_test.go	31	child.win.webkit.messageHandlers.external.postMessage("raw");	CODE
CRITICAL⚡	v3/pkg/application/linux_child_frame_guard_test.go	33	child.win.webkit.messageHandlers.external.postMessage({ toString() { return flip++ ? "wails:drag" : "ok"; } });	CODE
CRITICAL⚡	v3/pkg/application/linux_child_frame_guard_test.go	36	top.win.webkit.messageHandlers.external.postMessage("wails:drag");	CODE

Fake / Example Data69 hits · 69 pts

Severity	File	Line	Snippet	Context
LOW	docs/mpress/content/ja/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/ja/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/ja/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/ja/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…s/mpress/content/ja/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/ja/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	docs/mpress/content/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/ru/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/ru/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/ru/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/ru/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…s/mpress/content/ru/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/ru/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/zh-cn/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/zh-cn/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/zh-cn/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/zh-cn/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…press/content/zh-cn/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/zh-cn/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/pt/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/pt/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/pt/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/pt/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…s/mpress/content/pt/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/pt/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/zh-tw/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/zh-tw/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/zh-tw/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/zh-tw/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…press/content/zh-tw/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/zh-tw/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/de/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/de/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/de/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/de/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…s/mpress/content/de/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/de/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/ko/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/ko/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/ko/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/ko/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…s/mpress/content/ko/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/ko/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/id/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/id/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/id/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/id/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…s/mpress/content/id/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/id/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/fr/features/bindings/models.md	236	street: "123 Main St",	CODE
LOW	docs/mpress/content/fr/features/bindings/advanced.md	104	Name: "John Doe",	CODE
LOW	docs/mpress/content/fr/features/bindings/advanced.md	106	Street: "123 Main St",	CODE
LOW	docs/mpress/content/fr/features/bindings/advanced.md	130	Name: "John Doe",	CODE
LOW	…s/mpress/content/fr/features/notifications/overview.md	252	Title: "Jane Doe",	CODE
LOW	docs/mpress/content/fr/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
LOW	docs/mpress/content/reference/frontend-runtime.md	141	Name: "John Doe"	CODE
9 more matches not shown…

Modern AI Meta-Vocabulary23 hits · 49 pts

Severity	File	Line	Snippet	Context
MEDIUM	…translation/state/ja/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…translation/state/ru/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…nslation/state/zh-cn/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…translation/state/pt/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…nslation/state/zh-tw/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…translation/state/de/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…translation/state/ko/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…translation/state/id/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	…translation/state/fr/contributing/template-system.json	183	"sourcePreview": "via `//go:embed *`, so users can scaffold projects offline.",	CODE
MEDIUM	docs/mpress/content/contributing/template-system.md	42	> via `//go:embed *`, so users can scaffold projects offline.	CODE
MEDIUM	docs/mpress/content/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	docs/mpress/content/ja/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	docs/mpress/content/ru/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	…s/mpress/content/zh-cn/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	docs/mpress/content/pt/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	…s/mpress/content/zh-tw/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	docs/mpress/content/de/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	docs/mpress/content/ko/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	docs/mpress/content/id/contributing/codebase-layout.md	85	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	…cs/mpress/content/id/guides/dev/frontend-frameworks.md	38	## Lakukan scaffolding framework apa pun dengan Vite	COMMENT
MEDIUM	…cs/mpress/content/id/guides/dev/frontend-frameworks.md	121	## Framework dengan alat scaffolding sendiri	COMMENT
MEDIUM	docs/mpress/content/fr/contributing/codebase-layout.md	84	├── service/ # Service-template scaffolding (`wails3 generate service`)	CODE
MEDIUM	v3/internal/service/service_test.go	42	// Compile against this checkout; the standalone scaffold pins an older release.	COMMENT

Slop Phrases45 hits · 45 pts

Severity	File	Line	Snippet	Context
LOW	…translation/state/ja/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…ress/translation/state/ja/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…ss/translation/state/ja/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…ress/translation/state/ja/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…press/translation/state/ja/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…translation/state/ru/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…ress/translation/state/ru/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…ss/translation/state/ru/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…ress/translation/state/ru/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…press/translation/state/ru/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…nslation/state/zh-cn/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…s/translation/state/zh-cn/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…translation/state/zh-cn/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…s/translation/state/zh-cn/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…ss/translation/state/zh-cn/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…translation/state/pt/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…ress/translation/state/pt/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…ss/translation/state/pt/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…ress/translation/state/pt/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…press/translation/state/pt/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…nslation/state/zh-tw/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…s/translation/state/zh-tw/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…translation/state/zh-tw/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…s/translation/state/zh-tw/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…ss/translation/state/zh-tw/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…translation/state/de/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…ress/translation/state/de/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…ss/translation/state/de/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…ress/translation/state/de/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…press/translation/state/de/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…translation/state/ko/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…ress/translation/state/ko/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…ss/translation/state/ko/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…ress/translation/state/ko/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…press/translation/state/ko/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…translation/state/id/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…ress/translation/state/id/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…ss/translation/state/id/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…ress/translation/state/id/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…press/translation/state/id/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE
LOW	…translation/state/fr/contributing/template-system.json	1011	"sourcePreview": "Start by copying `react` and pruning files. Don't forget to author a `template.yaml` — set `type	CODE
LOW	…ress/translation/state/fr/features/dialogs/custom.json	434	"sourcePreview": "Don't forget to close - Memory leaks",	CODE
LOW	…ss/translation/state/fr/features/windows/multiple.json	962	"sourcePreview": "Don't forget to clean up - Memory leaks",	CODE
LOW	…ress/translation/state/fr/features/windows/basics.json	1862	"sourcePreview": "Don't forget to close windows - Memory leaks",	CODE
LOW	…press/translation/state/fr/features/events/system.json	986	"sourcePreview": "Don't forget to unsubscribe - Memory leaks",	CODE

AI Slop Vocabulary18 hits · 42 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ess/translation/state/ja/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…ess/translation/state/ru/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…/translation/state/zh-cn/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…ess/translation/state/pt/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…/translation/state/zh-tw/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…ess/translation/state/de/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…ess/translation/state/ko/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…ess/translation/state/id/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	…ess/translation/state/fr/community/showcase/surge.json	26	"sourcePreview": "[Surge](https://getsurge.io/) is a p2p filesharing app designed to utilize\\ blockchain technolo	CODE
MEDIUM	v2/internal/frontend/runtime/ipc_websocket.js	32	`)}}}function co(e){let t=Ur.get(e);t&&(U(e,"message",{value:t.message}),U(e,"stack",{value:t.stack}))}var gi=-7169;func	CODE
MEDIUM	v3/tests/window-visibility-test/main.go	288	HTML: "<html><head><title>About</title><style>body{font-family:Arial,sans-serif;padding:20px;background:#f0f0f0;col	CODE
MEDIUM	v3/tests/event-performance/report.go	60	// start and end in. The floor is the robust signal: a process that is	COMMENT
MEDIUM	v3/internal/generator/testcases/aliases/main.go	29	Bar, Baz string `json:",omitempty"` // Definitely not Foo.	CODE
MEDIUM	v3/internal/report/pulse/pulse.go	374	// slot rather than panic, which keeps the demo robust even when scripted	COMMENT
MEDIUM	v3/pkg/updater/extract.go	35	// would be more robust but every shipping CDN preserves extensions, and a	COMMENT
MEDIUM	v3/pkg/application/webview_window_windows.go	81	// Window visibility management - robust fallback for issue #2861	COMMENT
MEDIUM	v3/pkg/application/webview_window_windows.go	2904	// The new robust show() method handles window visibility independently	COMMENT
MEDIUM	v3/pkg/application/webview_window_linux.go	521	// Linux implementation is robust - window shows immediately	COMMENT

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	v3/tasks/release/test_simple.sh	12	# Create a test release_changelog.md	COMMENT
MEDIUM	v3/internal/commands/build_assets/config.yml	1	# This file contains the configuration for this project.	COMMENT
MEDIUM	v3/internal/commands/build_assets/windows/Taskfile.yml	124	# Create the Microsoft WebView2 bootstrapper if it doesn't exist	COMMENT

Decorative Section Separators3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	v3/internal/report/pulse/summary.go	29	// task ━━━━━━━━━━━━━━ 1.4s ◀ critical	COMMENT
MEDIUM	v3/internal/report/pulse/progress.go	54	// ratio is clamped to [0, 1]. The bar reads "━━━━━╾───── 47% ETA 5s".	COMMENT
MEDIUM	v3/examples/dialogs/Taskfile.yml	24	# ------------------------------------------------------------------------------	COMMENT

Redundant / Tautological Comments5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	v3/tasks/release/test_simple.sh	61	# Check if release_notes.md was created	COMMENT
LOW	v3/internal/commands/build_assets/linux/Taskfile.yml	37	# Check if a C compiler is available (gcc or clang) — cross-platform via wails3 tool	COMMENT
LOW	v3/internal/commands/build_assets/android/Taskfile.yml	282	# Check if an emulator is already running	COMMENT
LOW	.github/workflows/weekly-release-v2.yml	76	# Check if there are actual content lines (not just blank lines or section headers)	COMMENT
LOW	.github/workflows/weekly-release-v2.yml	111	# Check if docs changed since last release (website/docs/ content, not just config)	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…nternal/runtime/desktop/@wailsio/runtime/src/system.ts	101	* @return True if the operating system is Windows, otherwise false.	COMMENT

Cross-Language Confusion2 hits · 8 pts

Severity	File	Line	Snippet	Context
HIGH⚡	.github/scripts/test_release_ci.py	118	self.assertEqual(item['with']['ref'], '${{ inputs.ref \|\| github.sha }}', name)	STRING
HIGH⚡	.github/scripts/test_release_ci.py	121	self.assertEqual(self.build[job]['with']['ref'], '${{ inputs.ref \|\| github.sha }}')	STRING

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	docs/mpress/scripts/check_site.py	106	CODE
LOW	docs/mpress/scripts/check_site.py	157	CODE
LOW	.github/scripts/test_release_ci.py	104	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	v2/pkg/menu/keys/macmodifiers_test.go	12	// TODO: Add test cases.	COMMENT
LOW	v2/pkg/assetserver/mimecache_test.go	28	// TODO: Add test cases.	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	v2/pkg/runtime/signal_linux.go	49	// Example usage:	COMMENT

wailsapp/wails

Open-Source Code Quality, Security and Technical Debt Review