AI Slop Code RIsk Monitor

indiff/qttabbar

QTTabBar is a small tool that allows you to use tab multi label function in Windows Explorer. https://www.yuque.com/indiff/qttabbar

4.2 Low pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for indiff/qttabbar, a C# project with 4,938 GitHub stars. SynthScan examined 141,583 lines of code across 527 source files, recording 578 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 4.2 (Low pattern signal); it is not an authorship estimate.

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

4.2
Adjusted Signal
4.2
Raw Pattern Score
100%
Time Factor
2026-10-09
Last Push
4.9K
Stars
C#
Language
141.6K
Lines of Code
527
Files
578
Pattern Hits
2026-10-12
Scan Date
0.01
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 17.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 573 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.8/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 19.9/100 · LOW

Which changes need focused human review? 578 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

Run additional scans to build a history of the legacy pattern signal. Score changes are not a measure of AI adoption or code quality.

No multi-scan history yet — run the scanner again to build trend data.

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 5HIGH 1MEDIUM 0LOW 572

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 578 distinct pattern matches across 3 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 Block572 hits · 534 pts
SeverityFileLineSnippetContext
LOWPlugins/QTFileTools/FileOps.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTFileTools/Resource.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOWPlugins/QTFileTools/FileTools.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTFileTools/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTFileTools/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/TurnOffRepeat/Resource.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOWPlugins/TurnOffRepeat/TurnOffRepeat.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/TurnOffRepeat/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/TurnOffRepeat/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/MigemoLoader/MigemoOptionForm.Designer.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/MigemoLoader/MigemoOptionForm.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/MigemoLoader/MigemoWrapper.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/MigemoLoader/MigemoLoader.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/MigemoLoader/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/MigemoLoader/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/CreateNewItem/CreateNewItem.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/CreateNewItem/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/CreateNewItem/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/QTWindowManager/PInvoke_QTWM.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTWindowManager/PInvoke_QTWM.cs41 //#define SWP_NOOWNERZORDER 0x0200 /* Don't do owner Z ordering */COMMENT
LOWPlugins/QTWindowManager/Resource.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOWPlugins/QTWindowManager/SettingWindow.Designer.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTWindowManager/QTWindowManager.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTWindowManager/SettingWindow.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTWindowManager/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTWindowManager/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/QTClock/ChineseCalendar.cs901 }COMMENT
LOWPlugins/QTClock/ChineseCalendar.cs981 #endregionCOMMENT
LOWPlugins/QTClock/ChineseCalendar.cs1341 #region NextDayCOMMENT
LOWPlugins/QTClock/Resource.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOWPlugins/QTClock/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTClock/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/ShowStatusBar/ShowStatusBar.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/ShowStatusBar/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/ShowStatusBar/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/QTViewModeButton/FolderViewModeWindow.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTViewModeButton/Resource.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOW…gins/QTViewModeButton/FolderViewModeWindow.designer.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTViewModeButton/PInvoke.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTViewModeButton/PInvoke.cs21COMMENT
LOWPlugins/QTViewModeButton/PInvoke.cs41COMMENT
LOWPlugins/QTViewModeButton/PInvoke.cs61 //#define SWP_DEFERERASE 0x2000COMMENT
LOWPlugins/QTViewModeButton/ViewModeButton.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTViewModeButton/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTViewModeButton/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/Memo/Memo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/Memo/Resource.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/Memo/Option.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/Memo/MemoForm.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/Memo/ToolStripTrackBar.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/Memo/PInvoke.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/Memo/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/Memo/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/QTQuick/Resource.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOWPlugins/QTQuick/QTQuick.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTQuick/QTQuick.cs41COMMENT
LOWPlugins/QTQuick/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/QTQuick/Properties/AssemblyInfo.cs41// Version information for an assembly consists of the following four values:COMMENT
LOWPlugins/ActivateByMouseHover/ActivateByMouseHover.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
LOWPlugins/ActivateByMouseHover/Properties/AssemblyInfo.cs1// This file is part of QTTabBar, a shell extension for MicrosoftCOMMENT
512 more matches not shown…
Hallucination Indicators5 hits · 50 pts
SeverityFileLineSnippetContext
CRITICALQTTabBar/QTabControl.cs802 at System.Windows.Forms.ImageList.ImageCollection.IndexOfKey(String key)CODE
CRITICALQTTabBar/QTabControl.cs803 at System.Windows.Forms.ImageList.ImageCollection.ContainsKey(String key)CODE
CRITICALQTTabBar/QTSecondViewBar.cs2140 at System.Windows.Forms.Control.ControlNativeWindow.WndProc(Message& m)CODE
CRITICALQTTabBar/QTTabBarClass.cs7948 at System.Windows.Forms.Control.ControlNativeWindow.WndProc(Message& m)CODE
CRITICALQTTabBar/OptionsDialog/Options13_Language.xaml.cs427 if (System.Globalization.CultureInfo.InstalledUICulture.Name.Equals("zh-CN"))CODE
Synthetic Comment Markers1 hit · 8 pts
SeverityFileLineSnippetContext
HIGHQTTabBar/Common/LocalizedMessages.Designer.cs3// This code was generated by a tool.COMMENT