3.3

Adjusted Signal

3.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

140.3K

Stars

Language

1.1M

Lines of Code

7.0K

Files

2.4K

Pattern Hits

2026-10-31

Scan Date

0.02

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 11.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2121 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.4/100 · LOW

Are imports declared and package/API names verified? 92 finding(s).

Agent Over-Engineering Ratio 2.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 234 finding(s).

PR Review Velocity Impact 14.7/100 · LOW

Which changes need focused human review? 2368 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 43HIGH 68MEDIUM 180LOW 2077

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 2368 distinct pattern matches across 19 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.

Over-Commented Block1777 hits · 1726 pts

Severity	File	Line	Snippet	Context
LOW	.pipelines/v2/ci.yml	1	trigger:	COMMENT
LOW	.pipelines/v2/templates/steps-install-vcpkg.yml	1	# Adapted from microsoft/terminal build/pipelines/templates-v2/steps-install-vcpkg.yml.	COMMENT
LOW	.pipelines/v2/templates/job-build-project.yml	321	# --- vcpkg detection + binary cache --------------------------------------	COMMENT
LOW	…lines/v2/templates/variables-nuget-package-version.yml	1	variables:	COMMENT
LOW	.pipelines/v2/templates/steps-build-installer-vnext.yml	61		COMMENT
LOW	tools/CliShim.UnitTests/LauncherIntegrationTests.cpp	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/MouseJump.Kicker/KickerForm.cs	61	}	COMMENT
LOW	tools/MouseJump.Kicker/NativeMethods/Core/LPARAM.cs	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/MouseJump.Kicker/NativeMethods/Core/HWND.cs	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	…thods/Kernel32/SystemServices/Kernel32.CreateEventW.cs	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	…thods/User32/WindowsAndMessaging/User32.EnumWindows.cs	21		COMMENT
LOW	…er32/WindowsAndMessaging/User32.SetForegroundWindow.cs	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	…WindowsAndMessaging/User32.GetWindowThreadProcessId.cs	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/MonitorReportTool/pch.h	1	#pragma once	COMMENT
LOW	tools/MonitorReportTool/pch.cpp	1	#include "pch.h"	COMMENT
LOW	tools/MonitorReportTool/Resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	tools/MonitorReportTool/Resource.h	21	#define _APS_NEXT_CONTROL_VALUE 1000	COMMENT
LOW	…ancyZones_DrawLayoutTest/FancyZones_DrawLayoutTest.cpp	1	#include "framework.h"	COMMENT
LOW	tools/FancyZones_DrawLayoutTest/Resource.h	1	#define IDS_APP_TITLE 101	COMMENT
LOW	tools/FancyZones_DrawLayoutTest/framework.h	1	#pragma once	COMMENT
LOW	tools/project_template/ModuleTemplate/pch.h	1	#pragma once	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	81	// Return JSON with the configuration options.	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	101	//);	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	121	//settings.add_color_picker(	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	161	virtual void set_config(const wchar_t* config) override	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	181	// g_settings.string_prop = *v;	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	221	void $safeprojectname$::init_settings()	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	241	// g_settings.string_prop = *v;	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	261	//	COMMENT
LOW	tools/project_template/ModuleTemplate/dllmain.cpp	281	// //values.add_property(	COMMENT
LOW	tools/BugReportTool/BugReportTool/RegistryUtils.h	1	#pragma once	COMMENT
LOW	tools/BugReportTool/BugReportTool/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	tools/BugReportTool/BugReportTool/Package.cpp	1	#include "Package.h"	COMMENT
LOW	tools/BugReportTool/BugReportTool/Main.cpp	1	#include <cwchar>	COMMENT
LOW	tools/module_loader/src/ConsoleHost.h	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/module_loader/src/SettingsLoader.h	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/module_loader/src/SettingsLoader.h	21	/// <summary>	COMMENT
LOW	tools/module_loader/src/SettingsLoader.h	41	void DisplaySettingsInfo(const std::wstring& moduleName, const std::wstring& moduleDllPath);	COMMENT
LOW	tools/module_loader/src/SettingsLoader.h	61		COMMENT
LOW	tools/module_loader/src/SettingsLoader.h	81	/// <returns>File contents as a string</returns>	COMMENT
LOW	tools/module_loader/src/SettingsLoader.h	101	/// </summary>	COMMENT
LOW	tools/module_loader/src/SettingsLoader.h	121	bool PromptYesNo(const std::wstring& prompt);	COMMENT
LOW	tools/module_loader/src/HotkeyManager.h	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/module_loader/src/HotkeyManager.h	21		COMMENT
LOW	tools/module_loader/src/ModuleLoader.h	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/module_loader/src/ModuleLoader.h	21	// Prevent copying	COMMENT
LOW	tools/module_loader/src/ModuleLoader.h	41		COMMENT
LOW	tools/module_loader/src/ModuleLoader.h	61	/// Get the module's non-localized key	COMMENT
LOW	tools/module_loader/src/ModuleLoader.h	81	/// <summary>	COMMENT
LOW	tools/module_loader/src/main.cpp	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/StylesReportTool/pch.h	1	#pragma once	COMMENT
LOW	tools/StylesReportTool/pch.cpp	1	#include "pch.h"	COMMENT
LOW	tools/StylesReportTool/Resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	tools/StylesReportTool/Resource.h	21		COMMENT
LOW	tools/CliShim/CommandLine.h	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/CliShim/CommandLine.cpp	21	{	COMMENT
LOW	tools/CliShim/main.cpp	1	// Copyright (c) Microsoft Corporation	COMMENT
LOW	tools/CliShim/main.cpp	41	BOOL WINAPI ConsoleCtrlHandler(DWORD /controlType/)	COMMENT
LOW	.github/workflows/issue-triage.lock.yml	1	# gh-aw-metadata: {"schema_version":"v4","frontmatter_hash":"32dafff82d91dc3dd686cc31b03037df3f80c4b9e0eda6dce72284b2603	COMMENT
LOW	.github/workflows/issue-triage.lock.yml	21	# gh aw compile	COMMENT
1717 more matches not shown…

Synthetic Comment Markers65 hits · 485 pts

Severity	File	Line	Snippet	Context
HIGH	doc/devdocs/modules/powerdisplay/mccsParserDesign.md	8	This document and the code implement are generated by Copilot.	CODE
HIGH	src/common/ManagedCommon/CommonResources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…launcher/PowerLauncher/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…auncher/PowerLauncher/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ys.Run.Plugin.History/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…s.Run.Plugin.Registry/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…rosoft.Plugin.Program/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ys.Run.Plugin.OneNote/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…icrosoft.Plugin.Shell/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	….Run.Plugin.WebSearch/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…rosoft.Plugin.Indexer/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ys.Run.Plugin.Service/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	….Run.Plugin.PowerToys/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…lugin.WindowsTerminal/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…s.Run.Plugin.TimeDate/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/Microsoft.Plugin.Uri/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…Plugin.ValueGenerator/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…Run.Plugin.Calculator/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	….Plugin.UnitConverter/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…oys.Run.Plugin.System/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…crosoft.Plugin.Folder/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…t.Plugin.WindowWalker/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ugin.VSCodeWorkspaces/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…lugin.WindowsSettings/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…s/launcher/Wox.Plugin/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	….CmdPal.Ext.PowerToys/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…l.Ext.WindowsTerminal/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…oft.CmdPal.Ext.WinGet/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	….CmdPal.Ext.WebSearch/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…soft.CmdPal.Ext.Shell/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	….Ext.ClipboardHistory/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…l.Ext.WindowsSettings/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…t.CmdPal.Ext.Bookmark/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…t.CmdPal.Ext.TimeDate/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…dPal.Ext.WindowWalker/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…l.Ext.WindowsServices/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…osoft.CmdPal.Ext.Apps/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ft.CmdPal.Ext.Indexer/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…oft.CmdPal.Ext.System/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…osoft.CmdPal.Ext.Calc/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…t.CmdPal.Ext.Registry/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…Pal.Ext.RemoteDesktop/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	….CmdPal.UI.ViewModels/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…te.Extensions.Toolkit/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…crosoft.CmdPal.Common/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…cyzones/FancyZonesCLI/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ditor/FancyZonesEditor/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…itor/FancyZonesEditor/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/MonacoPreviewHandler/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…pane/SvgPreviewHandler/Properties/Resource.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…pane/QoiPreviewHandler/Properties/Resource.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…MarkdownPreviewHandler/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…arkdownPreviewHandler/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ane/PdfPreviewHandler/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…e/BgcodePreviewHandler/Properties/Resource.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…ne/GcodePreviewHandler/Properties/Resource.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…paces/WorkspacesEditor/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…aces/WorkspacesEditor/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…s/WorkspacesLauncherUI/Properties/Settings.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	…/WorkspacesLauncherUI/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT
5 more matches not shown…

Hallucination Indicators43 hits · 465 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/modules/launcher/PowerLauncher/SettingsReader.cs	64	_watcher = Microsoft.PowerToys.Settings.UI.Library.Utilities.Helper.GetFileWatcher(	CODE
CRITICAL	…odules/launcher/PowerLauncher/Helper/ErrorReporting.cs	30	System.Windows.Application.Current.Dispatcher.Invoke(() =>	CODE
CRITICAL	….Infrastructure/Storage/StoragePowerToysVersionInfo.cs	117	currentPowerToysVersion = Microsoft.PowerToys.Settings.UI.Library.Utilities.Helper.GetProductVersion();	CODE
CRITICAL	…icrosoft.CmdPal.UI/Helpers/Icons/IconSourceProvider.cs	54	\|\| Microsoft.CommandPalette.Extensions.Toolkit.ShellItemIconProtocol.IsProtocol(iconString)))	CODE
CRITICAL	…icrosoft.CmdPal.UI/Helpers/Icons/IconSourceProvider.cs	134	Microsoft.CommandPalette.Extensions.Toolkit.ShellItemIconProtocol.IsProtocol(iconString)	CODE
CRITICAL	…ft.CmdPal.UI/Helpers/Icons/CachedIconSourceProvider.cs	66	Microsoft.CommandPalette.Extensions.Toolkit.ShellItemIconProtocol.IsProtocol(iconString);	CODE
CRITICAL	…crosoft.CmdPal.UI/Helpers/Icons/IconLoadDiagnostics.cs	150	var requestKind = Microsoft.CommandPalette.Extensions.Toolkit.ShellItemIconProtocol.IsProtocol(request.CacheIden	CODE
CRITICAL	…icrosoft.CmdPal.UI/Dock/PinToDockDialogContent.xaml.cs	152	var geometry = (Microsoft.UI.Xaml.Media.Geometry)Microsoft.UI.Xaml.Markup.XamlBindingHelper.ConvertValue(	CODE
CRITICAL	…mdPal.UI.ViewModels/DockAppearanceSettingsViewModel.cs	273	? new Microsoft.UI.Xaml.Media.Imaging.BitmapImage(uri)	CODE
CRITICAL	…ft.CmdPal.UI.ViewModels/AppearanceSettingsViewModel.cs	437	? new Microsoft.UI.Xaml.Media.Imaging.BitmapImage(uri)	CODE
CRITICAL	…Ui/ShortcutGuideXAML/Controls/TaskbarIndicator.xaml.cs	140	(Geometry)Microsoft.UI.Xaml.Markup.XamlBindingHelper.ConvertValue(typeof(Geometry), path);	CODE
CRITICAL	…de.Ui/Converters/ShortcutDescriptionToKeysConverter.cs	72	shortcutList.Add(Microsoft.PowerToys.Settings.UI.Library.Utilities.Helper.GetKeyName((uint)k	CODE
CRITICAL	…uide/ShortcutGuide.Ui/Helpers/ShortcutSearchMatcher.cs	129	_ => Microsoft.PowerToys.Settings.UI.Library.Utilities.Helper.GetKeyName((uint)keyCode),	CODE
CRITICAL	…hortcutGuide/Tests/ShortcutGuide.UITests/TestHelper.cs	58	var languageId = System.Windows.Forms.InputLanguage.CurrentInputLanguage.Handle.ToInt64() & 0xFFFF;	CODE
CRITICAL	…ManagerEditorUI/Controls/UnifiedMappingControl.xaml.cs	488	int childCount = Microsoft.UI.Xaml.Media.VisualTreeHelper.GetChildrenCount(parent);	CODE
CRITICAL	…ManagerEditorUI/Controls/UnifiedMappingControl.xaml.cs	491	var child = Microsoft.UI.Xaml.Media.VisualTreeHelper.GetChild(parent, i);	CODE
CRITICAL	…ManagerEditorUI/Controls/UnifiedMappingControl.xaml.cs	820	Microsoft.UI.Xaml.Input.FocusManager.TryMoveFocus(	CODE
CRITICAL	…te/AdvancedPaste.UITests.Next/AdvancedPasteTestBase.cs	86	SettingsSession = Microsoft.PowerToys.UITest.Next.Session.FromProcess("PowerToys.Settings", PowerToysModule.	CODE
CRITICAL	…ste.UITests.Next/AdvancedPasteClipboardHistoryTests.cs	652	return Microsoft.PowerToys.UITest.Next.Session.FromProcess(ProcessName);	CODE
CRITICAL	src/modules/AdvancedPaste/AdvancedPaste/Program.cs	75	var readyState = Microsoft.Windows.AI.Text.LanguageModel.GetReadyState();	CODE
CRITICAL	src/modules/AdvancedPaste/AdvancedPaste/Program.cs	121	var readyState = Microsoft.Windows.AI.Text.LanguageModel.GetReadyState();	CODE
CRITICAL	src/modules/AdvancedPaste/AdvancedPaste/Program.cs	141	() => Microsoft.Windows.AI.Text.LanguageModel.EnsureReadyAsync().AsTask()).GetAwaiter().GetResult();	CODE
CRITICAL	…Tests/Workspaces.UITests.Next/WorkspaceEditingTests.cs	79	Microsoft.PowerToys.UITest.Next.Session.FromProcess(EditorProcess)	CODE
CRITICAL	…Tests/Workspaces.UITests.Next/WorkspaceEditingTests.cs	246	var process = Microsoft.PowerToys.UITest.Next.Session.FromProcess(processName);	CODE
CRITICAL	…paces/Tests/Workspaces.UITests.Next/WorkspacesTests.cs	56	private Session SettingsUi => settingsUi ??= Microsoft.PowerToys.UITest.Next.Session.FromProcess(SettingsProcess	CODE
CRITICAL	…paces/Tests/Workspaces.UITests.Next/WorkspacesTests.cs	214	var process = Microsoft.PowerToys.UITest.Next.Session.FromProcess(EditorProcess);	CODE
CRITICAL	…paces/Tests/Workspaces.UITests.Next/WorkspacesTests.cs	296	Microsoft.PowerToys.UITest.Next.Session.FromProcess(EditorProcess).Has<Button>(By.Name("Remove"), 10_000	CODE
CRITICAL	…/colorPicker/ColorPickerUI/Helpers/ZoomWindowHelper.cs	195	/// <see cref="Microsoft.PowerToys.Common.UI.Controls.Window.TransparentWindow.Show()"/>.	COMMENT
CRITICAL	…ouseWithoutBorders.UnitTests/ExperimentChannelTests.cs	51	var report = System.Text.Json.Nodes.JsonNode.Parse(	CODE
CRITICAL	…ouseWithoutBorders.UnitTests/ExperimentChannelTests.cs	68	var report = System.Text.Json.Nodes.JsonNode.Parse(	CODE
CRITICAL	…Previewers/WebBrowserPreviewer/Helpers/MonacoHelper.cs	63	var formatter = Microsoft.PowerToys.FilePreviewCommon.MonacoHelper.Formatters.SingleOrDefault(f => f.Lan	CODE
CRITICAL	…cent/PowerAccent.UI/PowerAccentXAML/MainWindow.xaml.cs	179	Microsoft.PowerToys.Telemetry.PowerToysTelemetry.Log.WriteEvent(new Core.Telemetry.PowerAccentShowAccentMenuEven	CODE
CRITICAL	…ttings.UI.Controls/QuickAccess/QuickAccessViewModel.cs	118	Title = _resourceLoader.GetString(Microsoft.PowerToys.Settings.UI.Library.Helpers.ModuleHelper.GetModule	CODE
CRITICAL	…ttings.UI.Controls/QuickAccess/QuickAccessViewModel.cs	122	Icon = Microsoft.PowerToys.Settings.UI.Library.Helpers.ModuleHelper.GetModuleTypeFluentIconName(moduleTy	CODE
CRITICAL	…ttings.UI.Controls/QuickAccess/QuickAccessViewModel.cs	172	bool visible = _isModuleGpoEnabled(moduleType) \|\| Microsoft.PowerToys.Settings.UI.Library.Helpers.ModuleHelp	CODE
CRITICAL⚡	…tings-ui/QuickAccess.UI/ViewModels/AllAppsViewModel.cs	113	var isEnabled = gpo == GpoRuleConfigured.Enabled \|\| (!isLocked && Microsoft.PowerToys.Settings.UI.Library.He	CODE
CRITICAL⚡	…tings-ui/QuickAccess.UI/ViewModels/AllAppsViewModel.cs	115	item.Label = _resourceLoader.GetString(Microsoft.PowerToys.Settings.UI.Library.Helpers.ModuleHelper.GetModul	CODE
CRITICAL⚡	…tings-ui/QuickAccess.UI/ViewModels/AllAppsViewModel.cs	117	item.Icon = Microsoft.PowerToys.Settings.UI.Library.Helpers.ModuleHelper.GetModuleTypeFluentIconName(moduleT	CODE
CRITICAL	…ttings-ui/Settings.UI/ViewModels/DashboardViewModel.cs	127	new Microsoft.PowerToys.Settings.UI.Controls.QuickAccessLauncher(App.IsElevated),	CODE
CRITICAL⚡	…ttings-ui/Settings.UI/ViewModels/DashboardViewModel.cs	523	new DashboardModuleShortcutItem() { Label = resourceLoader.GetString("AlwaysOnTop_ActivationShortcut/Hea	CODE
CRITICAL⚡	…ttings-ui/Settings.UI/ViewModels/DashboardViewModel.cs	524	new DashboardModuleShortcutItem() { Label = resourceLoader.GetString("AlwaysOnTop_IncreaseOpacityShortcu	CODE
CRITICAL⚡	…ttings-ui/Settings.UI/ViewModels/DashboardViewModel.cs	525	new DashboardModuleShortcutItem() { Label = resourceLoader.GetString("AlwaysOnTop_DecreaseOpacityShortcu	CODE
CRITICAL	…ttings.UI/SettingsXAML/Views/AdvancedPastePage.xaml.cs	1561	return Microsoft.PowerToys.Settings.UI.Helpers.ResourceLoaderInstance.ResourceLoader.GetString("Advanced	CODE

Decorative Section Separators142 hits · 442 pts

Severity	File	Line	Snippet	Context
MEDIUM	…thub/skills/ui-tests-migration/templates/TestHelper.cs	20	// ── Customize: AutomationIds + process name ───────────────────────────────────────────────	COMMENT
MEDIUM	…thub/skills/ui-tests-migration/templates/TestHelper.cs	37	// ── Navigation ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thub/skills/ui-tests-migration/templates/TestHelper.cs	52	// ── Toggle ────────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thub/skills/ui-tests-migration/templates/TestHelper.cs	76	// ── Activation shortcut ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thub/skills/ui-tests-migration/templates/TestHelper.cs	118	// ── Module window lifecycle ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…thub/skills/ui-tests-migration/templates/TestHelper.cs	193	// ── Utilities ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…useUtils/MouseJump.Common/Bezels/BezelProfileCurved.cs	24	/// θ (normal): 0 ───────→ π/2 ──────── π/2 ───────→ π	COMMENT
MEDIUM	…useUtils/MouseJump.Common/Bezels/BezelProfileCurved.cs	25	/// cos(θ): +1 ───────→ 0 ──────── 0 ───────→ -1	COMMENT
MEDIUM	…s/MouseUtils/MouseJump.Common/Bezels/BezelConstants.cs	12	// ── global shading caps ──────────────────────────	COMMENT
MEDIUM	…s/MouseUtils/MouseJump.Common/Bezels/BezelConstants.cs	26	// ── corner shading parameters ──────────────────────────	COMMENT
MEDIUM	…s/MouseUtils/MouseJump.Common/Bezels/BezelConstants.cs	43	// ── edge shading parameters ──────────────────────────	COMMENT
MEDIUM	…s/MouseUtils/MouseJump.Common/Bezels/BezelConstants.cs	59	// ── Common corner / edge seam effect multipliers ──────────────────────────	COMMENT
MEDIUM	…les/MouseUtils/MouseJump.Common/Bezels/BezelProfile.cs	58	// ── Normal-angle helpers ─────────────────────────────────────────────────	COMMENT
MEDIUM	…/MouseUtils/MouseJump.Common/Bezels/CornerTemplates.cs	57	// ── Step 1: render temporary bezel "ring" images ───────────────────	COMMENT
MEDIUM	…/MouseUtils/MouseJump.Common/Bezels/CornerTemplates.cs	86	// ── Step 2: apply highlight and shadow effects ─────────────────────────	COMMENT
MEDIUM	…es/MouseUtils/MouseJump.Common/Bezels/BezelRenderer.cs	103	// ── Straight edge fills + 3-D effects ────────────────────────────────	COMMENT
MEDIUM	…es/MouseUtils/MouseJump.Common/Bezels/BezelRenderer.cs	116	// ── Corners (flat fill + 3-D effects baked in) ────────────────────────	COMMENT
MEDIUM	…useUtils/MouseJump.Common/Bezels/BezelProfileRamped.cs	19	/// θ (normal): α ──── α ──────── π-α ──── π-α	COMMENT
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	247	# ============================================================================	COMMENT
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	249	# ============================================================================	COMMENT
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	841	# ============================================================================	COMMENT
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	843	# ============================================================================	COMMENT
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	845	# ============================================================================	COMMENT
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	847	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	23	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	25	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	90	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	92	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	433	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	435	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	575	# ============================================================================	COMMENT
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	577	# ============================================================================	COMMENT
MEDIUM⚡	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1089	# =========================================================================	COMMENT
MEDIUM⚡	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1091	# =========================================================================	COMMENT
MEDIUM	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	2096	# =========================================================================	COMMENT
MEDIUM	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	2098	# =========================================================================	COMMENT
MEDIUM	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	152	// ─── RemoveColorsCommand – null input ────────────────────────	COMMENT
MEDIUM	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	185	// ─── RemoveColorsCommand – empty IList input ─────────────────	COMMENT
MEDIUM	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	218	// ─── RemoveColorsCommand – non-empty IList input ─────────────	COMMENT
MEDIUM	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	306	// ─── RemoveColorsCommand – wrong-element-type IList input ──────	COMMENT
MEDIUM⚡	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	407	// ─── ExportColorsGroupedByColorCommand – wrong-element-type IList input ──────	COMMENT
MEDIUM⚡	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	415	// ─── ExportColorsGroupedByFormatCommand – wrong-element-type IList input ──────	COMMENT
MEDIUM⚡	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	423	// ─── RemoveColorsCommand – non-IList parameter ───────────────	COMMENT
MEDIUM	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	485	// ─── RemoveColorsCommand – mixed [Color, string] IList input ────────────────	COMMENT
MEDIUM	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	523	// ─── ExportColorsGroupedByColorCommand – Execute guards ──────────────────────	COMMENT
MEDIUM	…erUI.UnitTests/ViewModels/ColorEditorViewModelTests.cs	549	// ─── ExportColorsGroupedByFormatCommand – Execute guards ─────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/BackgroundBlur.cpp	251	// ── GPU path: model-resolution post-processing only ────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	189	// ── GPU box-blur compute shader ────────────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	252	// ── Create / resize ping-pong textures if needed ───────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	285	// ── Upload source pixels into ping-pong[0] ────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	289	// ── Run 4 blur passes: H→V→H→V ────────────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	371	// ── Create / resize camera texture + SRV ───────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	396	// ── Create / resize blur texture + SRV ─────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	421	// ── Create / resize mask texture + SRV ─────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	446	// ── Create / resize render target + staging ────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	479	// ── Upload pixel data ──────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	494	// ── Update constant buffer ─────────────────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	515	// ── Set pipeline state ─────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	551	// ── Draw full-screen triangle ──────────────────────────────────	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/WebcamCapture.cpp	567	// ── Read back result ───────────────────────────────────────────	COMMENT
82 more matches not shown…

Structural Annotation Overuse79 hits · 134 pts

Severity	File	Line	Snippet	Context
LOW	tools/module_loader/SHARING.md	141	### Step 1: Prepare the Files	COMMENT
LOW	tools/module_loader/SHARING.md	153	### Step 2: Extract Settings from Your Machine	COMMENT
LOW	tools/module_loader/SHARING.md	162	### Step 3: Create Installation Instructions (README.txt)	COMMENT
LOW	.github/instructions/agents.instructions.md	191	// Step 1: Process data	COMMENT
LOW	.github/instructions/agents.instructions.md	209	// Step 2: Analyze (depends on Step 1)	COMMENT
LOW	.github/instructions/agents.instructions.md	322	### Step 1: Identify Project	COMMENT
LOW	.github/instructions/agents.instructions.md	429	// Step 1: Security Review	COMMENT
LOW	.github/instructions/agents.instructions.md	446	// Step 2: Test Coverage Check	COMMENT
LOW	.github/instructions/agents.instructions.md	463	// Step 3: Aggregate Results	COMMENT
LOW	…release-note-generation/references/step1-collection.md	1	# Step 1: Collection and Milestones	COMMENT
LOW	…ease-note-generation/references/step4-summarization.md	1	# Step 4: Summaries and Final Release Notes	COMMENT
LOW	…s/release-note-generation/references/step2-labeling.md	1	# Step 2: Label Unlabeled PRs	COMMENT
LOW	…se-note-generation/references/step3-review-grouping.md	1	# Step 3: Local Agent Reviews and Grouping	COMMENT
LOW	…powertoys-verification/references/winapp-ui-testing.md	21	### Step 1: Use the Running App	COMMENT
LOW	…powertoys-verification/references/winapp-ui-testing.md	25	### Step 2: Write the Test Script	COMMENT
LOW	…powertoys-verification/references/winapp-ui-testing.md	141	### Step 3: Run and Read Results	COMMENT
LOW	…powertoys-verification/references/winapp-ui-testing.md	168	### Step 4: Fix and Rerun (if the user asked for it)	COMMENT
LOW	doc/devdocs/tools/installer-diagnostics.md	39	### Step 1: Check the running version	COMMENT
LOW	doc/devdocs/tools/installer-diagnostics.md	50	### Step 2: Check UpdateState.json	COMMENT
LOW	doc/devdocs/tools/installer-diagnostics.md	61	### Step 3: Check if PowerToys.Update.exe has ever run	COMMENT
LOW	doc/devdocs/tools/installer-diagnostics.md	67	### Step 4: Check runner logs for cleanup evidence	COMMENT
LOW	doc/devdocs/tools/installer-diagnostics.md	79	### Step 5: Check the Updates folder contents	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	25	### Step 1: Add a Fuzzing Test Project	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	29	### Step 2: Configure the Project	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	38	### Step 3: Configure OneFuzzConfig.json	COMMENT
LOW	doc/devdocs/tools/fuzzingtesting.md	83	### Step 4: Configure the OneFuzz Pipeline	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	97	### Step 1: Create a New C++ Project	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	102	### Step 2: Update Build Configuration	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	107	### Step 3: Enable ASan and libFuzzer in .vcxproj	COMMENT
LOW	doc/devdocs/tools/fuzzingtesting.md	118	### Step 4: Add Fuzzing Compiler Flags	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	131	### Step 5: Link the Sanitizer Coverage Runtime	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	139	### Step 6: Copy Required Runtime DLL	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	149	### Step 7: Add Preprocessor Definitions	COMMENT
LOW⚡	doc/devdocs/tools/fuzzingtesting.md	157	### Step 8: Implement the Entry Point	COMMENT
LOW⚡	doc/devdocs/modules/fancyzones.md	170	### Step 1: Familiarize with the Feature	COMMENT
LOW⚡	doc/devdocs/modules/fancyzones.md	174	### Step 2: Build and Debug	COMMENT
LOW⚡	doc/devdocs/modules/fancyzones.md	178	### Step 3: Learn through Bug Fixes	COMMENT
LOW⚡	…Ext.Shell.UnitTests/IntegratedCommandExecutionTests.cs	300	// Step 1: Expand environment strings (simplified - we'll assume no env vars)	COMMENT
LOW⚡	…Ext.Shell.UnitTests/IntegratedCommandExecutionTests.cs	303	// Step 2: Parse the command line to get file and args	COMMENT
LOW⚡	…Ext.Shell.UnitTests/IntegratedCommandExecutionTests.cs	306	// Step 3: If parsing succeeded, qualify the working directory	COMMENT
LOW	…mdPal.UI.ViewModels.UnitTests/DockMultiMonitorTests.cs	1064	// Step 1: Both monitors connected with customized secondary	COMMENT
LOW⚡	…mdPal.UI.ViewModels.UnitTests/DockMultiMonitorTests.cs	1082	// Step 2: Disconnect secondary monitor	COMMENT
LOW⚡	…mdPal.UI.ViewModels.UnitTests/DockMultiMonitorTests.cs	1088	// Step 3: Reconnect the same secondary monitor under a new GDI name.	COMMENT
LOW	…tension/.github/skills/add-extension-settings/SKILL.md	24	### Step 1: Create a Settings Manager	COMMENT
LOW	…tension/.github/skills/add-extension-settings/SKILL.md	91	### Step 2: Wire into CommandProvider	COMMENT
LOW	…tension/.github/skills/add-extension-settings/SKILL.md	115	### Step 3: Use Settings in Pages	COMMENT
LOW	…kills/publish-extension/references/store-publishing.md	5	## Step 1: Set Up Microsoft Store	COMMENT
LOW	…kills/publish-extension/references/store-publishing.md	19	## Step 2: Prepare the Extension	COMMENT
LOW	…kills/publish-extension/references/store-publishing.md	66	## Step 3: Build MSIX Packages	COMMENT
LOW	…kills/publish-extension/references/store-publishing.md	86	## Step 4: Create MSIX Bundle	COMMENT
LOW	…kills/publish-extension/references/store-publishing.md	109	## Step 5: Submit to Partner Center	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	13	## Step 1: Prepare the Project for Unpackaged Distribution	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	42	## Step 2: Create Installer Scripts	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	158	## Step 3: Build EXE Installers	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	175	## Step 4: Create a GitHub Release	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	194	## Step 5: Submit to WinGet	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	216	## Step 6: Add the Command Palette Tag (CRITICAL)	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	248	## Step 7: Ensure WindowsAppSdk Dependency	COMMENT
LOW	…ills/publish-extension/references/winget-publishing.md	261	## Step 8: GitHub Actions Automation (Optional)	COMMENT
LOW	…tension/.github/skills/add-adaptive-card-form/SKILL.md	29	### Step 1: Create a ContentPage with FormContent	COMMENT
19 more matches not shown…

AI Slop Vocabulary23 hits · 64 pts

Severity	File	Line	Snippet	Context
MEDIUM	.pipelines/v2/templates/job-test-project.yml	274	# winappcli (winapp.exe) powers the Microsoft.PowerToys.UITest.Next harness and isn't baked	COMMENT
MEDIUM	.pipelines/v2/templates/job-test-project.yml	455	# UITest harness reuses an already-listening instance rather than	COMMENT
MEDIUM	.pipelines/v2/templates/job-test-project.yml	652	# Expose 'platform' as an environment variable so the harness's EnvironmentConfig.IsInPipeline	COMMENT
MEDIUM	.github/workflows/dependency-review.yml	10	# This update aligns with best practices; 1st/2nd-party actions is not required hash pinning.	COMMENT
MEDIUM	src/common/UITestAutomation/Session.cs	83	// leverage findAll to filter out mismatched elements	COMMENT
MEDIUM	src/common/UITestAutomation/Element/Element.cs	220	// leverage findAll to filter out mismatched elements	COMMENT
MEDIUM	src/Monaco/monacoSRC/min/vs/language/css/cssWorker.js	73	This is used to produce an effect that is known as tate-ch\u016B-yoko (\u7E26\u4E2D\u6A2A) in Japanese, or as \u76F4\u66	CODE
MEDIUM	src/Monaco/monacoSRC/min/vs/language/html/htmlWorker.js	259	* To learn about this declaration in Firefox for Mobile, see [this article](https://developer.mozilla.org/en-US/do	COMMENT
MEDIUM	src/Monaco/monacoSRC/min/vs/language/html/htmlWorker.js	270	Default mode, which indicates no preference for the decoding mode. The browser decides what is best for the user.`}},{na	CODE
MEDIUM	src/Monaco/monacoSRC/min/vs/language/html/htmlWorker.js	270	Default mode, which indicates no preference for the decoding mode. The browser decides what is best for the user.`}},{na	CODE
MEDIUM	src/Monaco/monacoSRC/min/vs/language/html/htmlWorker.js	288	Note: Sites that automatically play audio (or videos with an audio track) can be an unpleasant experience for users,	CODE
MEDIUM	…oft.Plugin.WindowWalker/Components/SearchController.cs	15	/// Essentially the UI independent model of the application	COMMENT
MEDIUM	…es/cmdpal/Microsoft.CmdPal.UI/Dock/DockControl.xaml.cs	1061	// top-level list, so that pinning to the dock from the top-level is seamless.	COMMENT
MEDIUM	…dPal.UI.ViewModels/Settings/MonitorConfigReconciler.cs	164	// Primary monitors inherit global bands (IsCustomized = false) for a seamless	COMMENT
MEDIUM	…mdPal.Common/Text/PrecomputedFuzzyMatcherWithPinyin.cs	42	// Fast exit if effectively off (provider should already filter, but keep robust)	COMMENT
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	253	"""Generates comprehensive test configurations"""	STRING
MEDIUM	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	999	# Build comprehensive analysis	COMMENT
MEDIUM	…sts/RegistryPreview.UITests/RegistryPreviewTestBase.cs	532	/// full path and pressing Enter is the standard, robust way to drive it without needing to resolve	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	3607	// Use a robust aggregation instead of strict minimum: allow up to	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	7232	// far more robust than scoring two potentially-spurious ZNCC peaks,	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	9008	// Global median of accepted step magnitudes (robust to	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	13433	// This is robust because column averages smooth out per-pixel	COMMENT
MEDIUM	…/modules/ZoomIt/ZoomIt/third_party/whisper/whisper.cpp	6591	// guaranteed. Might get removed at some point unless a robust algorithm implementation is found	COMMENT

Hyper-Verbose Identifiers78 hits · 57 pts

Severity	File	Line	Snippet	Context
LOW	.github/scripts/telemetry-pr-check.js	237	async function findExistingTelemetryComment(apiBaseUrl, repository, pullNumber) {	CODE
LOW	.github/scripts/issue-triage/issue-context.py	170	def latest_stable_powertoys_release(self):	CODE
LOW	.github/scripts/issue-triage/issue-context.py	568	def latest_author_report_comment(comments, author):	CODE
LOW⚡	…scripts/issue-triage/tests/test_verify_agent_output.py	41	def test_accepts_only_deterministic_candidates(self):	CODE
LOW⚡	…scripts/issue-triage/tests/test_verify_agent_output.py	50	def test_rejects_product_label_outside_candidate_set(self):	CODE
LOW⚡	…scripts/issue-triage/tests/test_verify_agent_output.py	55	def test_rejects_duplicate_outside_retrieval_results(self):	CODE
LOW⚡	…scripts/issue-triage/tests/test_verify_agent_output.py	62	def test_rejects_stale_input_hash(self):	CODE
LOW	…b/scripts/issue-triage/tests/test_workflow_contract.py	11	def test_agent_evidence_uses_shared_runtime_directory(self):	CODE
LOW	…b/scripts/issue-triage/tests/test_workflow_contract.py	24	def test_copilot_can_publish_without_general_write_or_shell_access(self):	CODE
LOW	…b/scripts/issue-triage/tests/test_workflow_contract.py	46	def test_workflow_never_manages_version_labels(self):	CODE
LOW	…b/scripts/issue-triage/tests/test_workflow_contract.py	55	def test_closed_issues_are_gated_before_publication(self):	CODE
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	79	def latest_stable_powertoys_release(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	86	def test_parses_bug_facts_without_ai(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	92	def test_parses_combined_version_and_release_channel(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	102	def test_version_status_distinguishes_outdated_current_and_preview(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	120	def test_latest_stable_release_failure_is_non_blocking(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	128	def test_vague_reproduction_is_insufficient(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	137	def test_concise_steps_with_separate_actual_behavior_are_sufficient(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	198	def test_visual_ui_bug_does_not_require_report(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	206	def test_crash_or_startup_failure_requires_report(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	209	def test_update_failure_requires_report(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	219	def test_other_actionable_bug_recommends_but_does_not_require_report(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	229	def test_non_bug_report_is_not_applicable(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	235	def test_language_signal_detects_non_latin_author_prose(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	245	def test_language_signal_ignores_template_and_hidden_import_marker(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	255	def test_language_signal_ignores_prefixed_template_headings(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	262	def test_language_signal_does_not_guess_from_short_technical_text(self):	STRING
LOW⚡	…ithub/scripts/issue-triage/tests/test_issue_context.py	268	def test_hidden_import_marker_is_not_author_body_content(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	156	def test_natural_language_shortcut_reproduction_is_sufficient(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	170	def test_intermittent_failure_description_is_sufficient_for_intake(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	183	def test_passive_timed_crash_with_stack_trace_is_sufficient(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	280	def test_queries_use_product_and_exact_technical_signals(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	292	def test_template_area_aliases_map_to_production_product_labels(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	311	def test_title_prefix_maps_to_existing_product_label(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	331	def test_available_product_labels_are_sorted_and_filtered(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	342	def test_allowed_product_labels_require_explicit_issue_text(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	358	def test_prepare_labels_bracketed_title_without_area_section(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	386	def test_title_prefix_overrides_inferred_area_without_template_selection(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	409	def test_explicit_template_area_takes_precedence_over_title_prefix(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	435	def test_context_redacts_report_attachment_urls(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	459	def test_ranking_prefers_matching_failure(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	480	def test_author_report_comment_is_relevant(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	493	def test_actions_bot_reopen_is_skipped(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	501	def test_dedupe_digest_issue_is_never_triaged(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	512	def test_unrelated_comment_writes_noop(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	533	def test_pull_request_comment_writes_noop_without_api_reads(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	547	def test_closed_issue_writes_noop_without_api_reads(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	572	def test_prepare_emits_bounded_ranked_candidates(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	601	def test_force_evidence_uses_current_issue_and_emits_allowlists(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	633	def test_force_evidence_skips_issue_closed_after_trigger(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	664	def test_main_cleanly_skips_closed_issue_during_evidence_refresh(self):	STRING
LOW	…ithub/scripts/issue-triage/tests/test_issue_context.py	721	def test_candidate_retrieval_only_returns_older_issues(self):	STRING
LOW	…scripts/issue-triage/tests/test_bug_report_analyzer.py	17	def test_finds_last_power_toys_report_attachment(self):	CODE
LOW⚡	…scripts/issue-triage/tests/test_bug_report_analyzer.py	33	def test_rejects_path_traversal(self):	CODE
LOW⚡	…scripts/issue-triage/tests/test_bug_report_analyzer.py	42	def test_rejects_encrypted_archives(self):	CODE
LOW⚡	…scripts/issue-triage/tests/test_bug_report_analyzer.py	51	def test_redacts_common_identifiers(self):	CODE
LOW	…scripts/issue-triage/tests/test_bug_report_analyzer.py	65	def test_collects_relevant_error_signals_only(self):	CODE
LOW	…scripts/issue-triage/tests/test_bug_report_analyzer.py	91	def test_metadata_is_restricted_to_environment_versions(self):	CODE
LOW	…scripts/issue-triage/tests/test_bug_report_analyzer.py	118	def test_analyze_event_never_includes_attachment_url(self):	CODE
LOW	src/Monaco/monacoSpecialLanguages.js	7	export async function registerAdditionalLanguages(monaco){	CODE
18 more matches not shown…

Fake / Example Data44 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	.github/review-tools/review-tools.instructions.md	131	"Author": "John Doe",	CODE
LOW	doc/devdocs/modules/keyboardmanager/keyboardmanager.md	17	- [Dummy key events](#dummy-key-events)	CODE
LOW	src/common/UnitTests-CommonLib/Settings.Tests.cpp	234	const std::wstring stringVal = L"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tem	CODE
LOW	src/common/UnitTests-CommonLib/Settings.Tests.cpp	234	const std::wstring stringVal = L"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tem	CODE
LOW	src/common/UnitTests-CommonLib/Settings.Tests.cpp	456	const auto value = L"Lorem ipsum dolor sit amet,\nconsectetur adipiscing elit,\nsed do eiusmod tempor incidi	CODE
LOW	src/common/UnitTests-CommonLib/Settings.Tests.cpp	456	const auto value = L"Lorem ipsum dolor sit amet,\nconsectetur adipiscing elit,\nsed do eiusmod tempor incidi	CODE
LOW	src/Monaco/monacoSRC/min/vs/language/html/htmlWorker.js	440	Note: Do not use this attribute, as it is non-standard and only implemented in some versions of Microsoft Internet E	CODE
LOW	src/Monaco/monacoSRC/min/vs/base/worker/workerMain.js	29	`\|\|e===" "}}),X(J[69],Z([0,1]),function(W,n){"use strict";Object.defineProperty(n,"__esModule",{value:!0}),n.WrappingInd	CODE
LOW	…UI/Controls/AdaptiveCards/AdaptiveListInputElements.cs	45	AdaptiveCustomElementJson.SetString(json, "placeholder", Placeholder);	CODE
LOW	…UI/Controls/AdaptiveCards/AdaptiveListInputElements.cs	101	json.Remove("placeholder");	CODE
LOW	…UI/Controls/AdaptiveCards/AdaptiveListInputElements.cs	125	Placeholder = inputJson.GetNamedString("placeholder", string.Empty),	CODE
LOW	…rols/AdaptiveCards/AdaptiveKeyValueListInputElement.cs	50	json.Remove("placeholder");	CODE
LOW	…Controls/AdaptiveCards/AdaptiveFilePathInputElement.cs	60	AdaptiveCustomElementJson.SetString(json, "placeholder", Placeholder);	CODE
LOW	…Controls/AdaptiveCards/AdaptiveFilePathInputElement.cs	125	Placeholder = inputJson.GetNamedString("placeholder", string.Empty),	CODE
LOW	…al/ext/SamplePagesExtension/Pages/SampleContentPage.cs	53	Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the indus	CODE
LOW	…al/ext/SamplePagesExtension/Pages/SampleContentPage.cs	65	Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the indus	CODE
LOW⚡	…al/ext/SamplePagesExtension/Pages/SampleContentPage.cs	125	"placeholder": "Enter your name"	CODE
LOW⚡	…al/ext/SamplePagesExtension/Pages/SampleContentPage.cs	132	"placeholder": "Enter your homepage url"	CODE
LOW⚡	…al/ext/SamplePagesExtension/Pages/SampleContentPage.cs	139	"placeholder": "Enter your email"	CODE
LOW⚡	…al/ext/SamplePagesExtension/Pages/SampleContentPage.cs	146	"placeholder": "Enter your phone number"	CODE
LOW⚡	…al/ext/SamplePagesExtension/Pages/SampleContentPage.cs	154	"placeholder": "Enter any comments"	CODE
LOW	…l/ext/SamplePagesExtension/Pages/SampleCommentsPage.cs	160	"placeholder": "Write a reply here"	CODE
LOW	…Microsoft.CmdPal.Ext.Bookmark/Pages/AddBookmarkForm.cs	37	"placeholder": {{EncodeString(Resources.bookmarks_form_bookmark_placeholder)}}	CODE
LOW	…osoft.CmdPal.Ext.TimeDate/Pages/EditCustomClockPage.cs	59	{ "type": "Input.Text", "id": "title", "label": {{Encode(Resources.timedate_custom_clock_name)}}, "value": {{Encode(	CODE
LOW	…e.Extensions.Toolkit.UnitTests/FilePathSettingTests.cs	37	Assert.AreEqual("Executable path", dictionary["placeholder"]);	CODE
LOW	…soft.CmdPal.UI.ViewModels/Commands/NewExtensionForm.cs	51	"placeholder": "ExtensionName",	CODE
LOW	…soft.CmdPal.UI.ViewModels/Commands/NewExtensionForm.cs	68	"placeholder": "My new extension",	CODE
LOW	…soft.CmdPal.UI.ViewModels/Commands/NewExtensionForm.cs	85	"placeholder": "C:\\users\\me\\dev",	CODE
LOW	…osoft.CommandPalette.Extensions.Toolkit/TextSetting.cs	44	{ "placeholder", Placeholder },	CODE
LOW	…CommandPalette.Extensions.Toolkit/StringListSetting.cs	81	{ "placeholder", Placeholder },	CODE
LOW	…t.CommandPalette.Extensions.Toolkit/FilePathSetting.cs	102	{ "placeholder", Placeholder },	CODE
LOW	…t.CommandPalette.Extensions.Toolkit/FilePathSetting.cs	118	{ "placeholder", Placeholder },	CODE
LOW	…tension/.github/skills/add-adaptive-card-form/SKILL.md	70	"placeholder": "Enter your name"	CODE
LOW⚡	…lls/add-adaptive-card-form/references/form-patterns.md	23	"placeholder": "Enter your first name",	CODE
LOW⚡	…lls/add-adaptive-card-form/references/form-patterns.md	31	"placeholder": "user@example.com",	CODE
LOW⚡	…lls/add-adaptive-card-form/references/form-patterns.md	31	"placeholder": "user@example.com",	CODE
LOW⚡	…lls/add-adaptive-card-form/references/form-patterns.md	252	"placeholder": "Enter your full name",	STRING
LOW⚡	…lls/add-adaptive-card-form/references/form-patterns.md	260	"placeholder": "user@example.com",	STRING
LOW⚡	…lls/add-adaptive-card-form/references/form-patterns.md	260	"placeholder": "user@example.com",	STRING
LOW	…lls/add-adaptive-card-form/references/form-patterns.md	308	"placeholder": "Enter your API key"	STRING
LOW	…lls/add-adaptive-card-form/references/form-patterns.md	376	"placeholder": "Share your thoughts...",	STRING
LOW	…lls/add-adaptive-card-form/references/form-patterns.md	487	"placeholder": "Write a reply...",	CODE
LOW	…ests/ServicesTests/SemanticKernelPasteProviderTests.cs	27	ApiKey = "fake-key",	CODE
LOW	src/modules/powerrename/unittests/HelpersTests.cpp	239	patterns[L"CREATOR"] = L"John Doe";	CODE

Verbosity Indicators23 hits · 43 pts

Severity	File	Line	Snippet	Context
LOW	src/common/utils/gpo.h	185	// If the path was found in the machine, we need to check if the value for the policy exists.	COMMENT
LOW	…/modules/cmdpal/Microsoft.CmdPal.UI/MainWindow.xaml.cs	1808	// We need to check if our window is cloaked or not. A cloaked window is still	COMMENT
LOW⚡	…Ext.Shell.UnitTests/IntegratedCommandExecutionTests.cs	300	// Step 1: Expand environment strings (simplified - we'll assume no env vars)	COMMENT
LOW⚡	…Ext.Shell.UnitTests/IntegratedCommandExecutionTests.cs	303	// Step 2: Parse the command line to get file and args	COMMENT
LOW⚡	…Ext.Shell.UnitTests/IntegratedCommandExecutionTests.cs	306	// Step 3: If parsing succeeded, qualify the working directory	COMMENT
LOW	…mdPal.UI.ViewModels.UnitTests/DockMultiMonitorTests.cs	1064	// Step 1: Both monitors connected with customized secondary	COMMENT
LOW⚡	…mdPal.UI.ViewModels.UnitTests/DockMultiMonitorTests.cs	1082	// Step 2: Disconnect secondary monitor	COMMENT
LOW⚡	…mdPal.UI.ViewModels.UnitTests/DockMultiMonitorTests.cs	1088	// Step 3: Reconnect the same secondary monitor under a new GDI name.	COMMENT
LOW	…ancyzones/FancyZonesLib/FancyZonesWindowProcessing.cpp	62	// creation of new window. We need to check if window being processed is on currently active desktop.	COMMENT
LOW	src/modules/fancyzones/FancyZonesLib/JsonHelpers.cpp	81	// Step 1: parse the name until the #, then to the '_'	COMMENT
LOW	src/modules/fancyzones/FancyZonesLib/JsonHelpers.cpp	104	// Step 2: parse the rest of the id	COMMENT
LOW	src/modules/fancyzones/FancyZonesLib/JsonHelpers.cpp	169	// Step 1: parse the name until the #, then to the '_'	COMMENT
LOW	src/modules/fancyzones/FancyZonesLib/JsonHelpers.cpp	185	// Step 2: parse the rest of the id	COMMENT
LOW⚡	…KeyboardManagerEngineLibrary/KeyboardEventHandlers.cpp	301	// Step 1: a key-down of a DIFFERENT key while alone keys are pending means those pending keys	COMMENT
LOW⚡	…KeyboardManagerEngineLibrary/KeyboardEventHandlers.cpp	310	// Step 2: handle the alone-mapped key's own events.	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	8439	// Step 1: Collect the top candidate anchor rows by variance.	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	8509	// Step 2: Find the first candidate row that is UNIQUE within the	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	8595	// Step 3: Search the target frame for this unique signature.	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	8640	// Step 4: Override if the anchor found a confident, different answer.	COMMENT
LOW⚡	src/modules/PowerOCR/PowerOCR-UITests/PowerOCRTests.cs	69	// Step 1: Press the activation shortcut and verify the overlay appears	COMMENT
LOW⚡	src/modules/PowerOCR/PowerOCR-UITests/PowerOCRTests.cs	74	// Step 2: Press Escape and verify the overlay disappears	COMMENT
LOW⚡	src/modules/PowerOCR/PowerOCR-UITests/PowerOCRTests.cs	81	// Step 3: Press the activation shortcut again and verify the overlay appears	COMMENT
LOW⚡	src/modules/PowerOCR/PowerOCR-UITests/PowerOCRTests.cs	87	// Step 4: Right-click and select Cancel. Verify the overlay disappears	COMMENT

TODO Padding35 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	2851	// TODO: implement a better way	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	4370	// TODO: implement backward	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	4485	// TODO: implement backward	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5242	// TODO: implement non F32 return	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5273	// TODO: implement non F32 return	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	19109	// TODO: implement other view ops	COMMENT
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	4090	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	4408	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	4511	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5643	is_node = false; // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5679	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5708	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5784	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5856	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5942	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	5983	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6021	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6051	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6075	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6127	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6355	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6409	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6441	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6479	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	6509	GGML_ASSERT(false); // TODO: implement backward	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	7205	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	7247	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	7364	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	7454	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	7496	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	7615	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	16880	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/ZoomIt/ZoomIt/third_party/whisper/ggml.c	16904	GGML_ASSERT(false); // TODO: implement	CODE
LOW	src/modules/MouseWithoutBorders/App/Service/Program.cs	34	// TODO: Add logging.	COMMENT
LOW	src/modules/MouseWithoutBorders/App/Helper/Program.cs	37	// TODO: Add logging.	COMMENT

Modern AI Meta-Vocabulary9 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/instructions/agent-skills.instructions.md	118	├── scaffold.py # Code scaffold the AI agent customizes	CODE
MEDIUM	…/skills/ui-tests-migration/references/project-setup.md	1	# Project setup & scaffolding	COMMENT
MEDIUM	…ls/ui-tests-migration/templates/ModuleEndToEndTests.cs	5	// TEMPLATE — a starting scaffold for a `.Next` UI-test class. Replace __MODULE__ / __MODULEUI__ /	COMMENT
MEDIUM	.github/skills/ui-tests-local-vm/SKILL.md	118	## Default agentic cycle	COMMENT
MEDIUM	.github/skills/ui-tests-local-vm/SKILL.md	188	[references/setup.md §0](references/setup.md#0-human-only-host-setup-one-command)). Otherwise scaffold	CODE
MEDIUM	.github/skills/ui-tests-local-vm/references/setup.md	86	Scaffold ([step 1](#1-scaffold)) and obtain media ([step 3](#3-get-windows-media)) first, then run	CODE
MEDIUM	…skills/ui-tests-pipeline-ci/references/agentic-loop.md	1	# Azure DevOps UI-test CI agentic loop	COMMENT
MEDIUM	doc/devdocs/development/ui-tests.md	227	### Run the agentic loop	COMMENT
MEDIUM	src/modules/ZoomIt/ZoomIt/PanoramaCapture.cpp	10954	#pragma warning(disable : 4456) // Self-test scaffolding reuses local names in nested scopes.	COMMENT

Redundant / Tautological Comments15 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	.pipelines/v2/templates/job-build-project.yml	515	# Check if deps.json files don't reference different dll versions.	COMMENT
LOW	.pipelines/v2/templates/job-build-project.yml	520	# Check if asset files on the main application paths are playing nice and avoiding basic conflicts.	COMMENT
LOW	.pipelines/v2/templates/steps-build-installer-vnext.yml	114	# Check if deps.json files don't reference different dll versions.	COMMENT
LOW	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	165	# Check if any opposite edge is adjacent (within tolerance)	COMMENT
LOW	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	468	# Check if they're aligned horizontally and touching	COMMENT
LOW	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	500	# Check if there's actually a valid wrap destination	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	264	# Check if positions are within tolerance	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	270	# Check if perpendicular ranges overlap significantly	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	301	# Check if this edge overlaps with the relative position	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	437	# Check if this edge type is allowed by wrap mode	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	472	# Check if wrap destination changed	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	505	# Check if this edge type is allowed by wrap mode	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	537	# Check if wrap destination changed	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	618	# Check if only one monitor exists	COMMENT
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	2165	# Check if this edge type is enabled by wrap mode	COMMENT

Excessive Try-Catch Wrapping11 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	.github/scripts/issue-triage/bug-report-analyzer.py	136	except Exception:	CODE
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/analyze_test_results.py	418	print(f"Error: Could not find report file: {args.report}")	CODE
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/analyze_test_results.py	422	print(f"Error: Invalid JSON in report file: {args.report}")	CODE
LOW⚡	…ils/CursorWrap/CursorWrapTests/analyze_test_results.py	424	except Exception as e:	CODE
MEDIUM⚡	…ils/CursorWrap/CursorWrapTests/analyze_test_results.py	425	print(f"Error analyzing report: {e}")	CODE
MEDIUM	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	878	print("Error: max-monitors must be between 1 and 10")	CODE
LOW	…ap/CursorWrapTests/WrapSimulator/test_new_algorithm.py	96	except Exception as e:	CODE
MEDIUM	…ap/CursorWrapTests/WrapSimulator/test_new_algorithm.py	97	print(f"Error testing {layout_file}: {e}")	CODE
LOW⚡	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1086	except Exception as e:	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1138	except Exception as e:	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1808	except Exception as e:	CODE

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	.github/scripts/issue-triage/bug-report-analyzer.py	139	except FileNotFoundError:	CODE
HIGH	.github/scripts/issue-triage/bug-report-analyzer.py	417	except FileNotFoundError:	CODE

Deep Nesting14 hits · 8 pts

Severity	File	Line	Context
LOW	.github/scripts/issue-triage/bug-report-analyzer.py	111	CODE
LOW	.github/scripts/issue-triage/bug-report-analyzer.py	311	CODE
LOW	…ils/CursorWrap/CursorWrapTests/analyze_test_results.py	68	CODE
LOW	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	534	CODE
LOW	…ils/CursorWrap/CursorWrapTests/monitor_layout_tests.py	591	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	277	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	310	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	991	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1102	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1577	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1696	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	1811	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	2038	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	2152	CODE

Cross-Language Confusion1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…ils/CursorWrap/CursorWrapTests/analyze_test_results.py	315	print("if (edge.type == EdgeType::Left \|\| edge.type == EdgeType::Right) {")	CODE

Slop Phrases2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	src/Monaco/monacoSRC/min/vs/language/css/cssWorker.js	32	`),[{language:"html",value:r}]}doPrint(e,t){for(let r of e)this.doPrintElement(r,t),r.children&&this.doPrint(r.children,	CODE
MEDIUM	src/Monaco/monacoSRC/min/vs/language/html/htmlWorker.js	306	Usage note: Do not use this attribute, as it has been deprecated. The [\`<caption>\`](https://developer.mozilla.org/	CODE

Unused Imports4 hits · 2 pts

Severity	File	Line	Context
LOW	…scripts/issue-triage/tests/test_bug_report_analyzer.py	2	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	14	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	21	CODE
LOW	…orWrap/CursorWrapTests/WrapSimulator/wrap_simulator.py	22	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.github/scripts/issue-triage/bug-report-analyzer.py	226		CODE

microsoft/PowerToys

Open-Source Code Quality, Security and Technical Debt Review