AI Slop Code RIsk Monitor

BCUninstaller/Bulk-Crap-Uninstaller

Remove large amounts of unwanted applications quickly.

7.6 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for BCUninstaller/Bulk-Crap-Uninstaller, a C# project with 21,776 GitHub stars. SynthScan examined 132,083 lines of code across 580 source files, recording 1176 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 7.6 (Moderate 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.

7.6
Adjusted Signal
7.6
Raw Pattern Score
100%
Time Factor
2026-09-07
Last Push
21.8K
Stars
C#
Language
132.1K
Lines of Code
580
Files
1.2K
Pattern Hits
2026-10-12
Scan Date
0.04
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 31.1/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 1174 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 38.8/100 · MEDIUM

Which changes need focused human review? 1176 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 2HIGH 20MEDIUM 2LOW 1152

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 1176 distinct pattern matches across 6 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 Block1152 hits · 830 pts
SeverityFileLineSnippetContext
LOWsource/NBug_custom/Settings.cs141 /// Gets or sets a value indicating whether the application will exit after handling and logging an unhandleCOMMENT
LOWsource/NBug_custom/Settings.cs161 /// <summary>COMMENT
LOWsource/NBug_custom/Settings.cs181 /// Default value is Tiny.COMMENT
LOWsource/NBug_custom/Settings.cs221 }COMMENT
LOWsource/NBug_custom/Settings.cs241COMMENT
LOWsource/NBug_custom/Settings.cs261 public static StoragePath StoragePath { get; set; }COMMENT
LOWsource/NBug_custom/Settings.cs281 /// so you can also getCOMMENT
LOWsource/NBug_custom/Settings.cs301 /// thread exceptionsCOMMENT
LOWsource/NBug_custom/Settings.cs321 /// <summary>COMMENT
LOWsource/NBug_custom/Settings.cs341 /// Directory.SetCurrentDirectory().COMMENT
LOWsource/NBug_custom/Settings.cs361 /// Gets or sets a value indicating whether internal <see cref="NBugException" /> derived types are thrown oCOMMENT
LOWsource/NBug_custom/Settings.cs421 public static event Action<string, LoggerCategory> InternalLogWrittenCOMMENT
LOWsource/NBug_custom/Settings.cs441 /// for you, so you can putCOMMENT
LOW…custom/Core/UI/Developer/InternalLogViewer.Designer.cs81 this.loggerListView.UseCompatibleStateImageBehavior = false;COMMENT
LOW…urce/NBug_custom/Core/Reporting/MiniDump/DumpWriter.cs21 /// {COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs21 /// Compression method enumerationCOMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs81 Close();COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs121 /// 32-bit checksum of entire fileCOMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs141 /// Full path and filename as stored in ZipCOMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs161 /// Last modification time of fileCOMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs181 /// The crc table.COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs201COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs221 /// <summary>COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs301COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs341 /// <param name="_zfes">COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs401 }COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs441 /// Filename and path as desired in Zip directoryCOMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs541 /// </summary>COMMENT
LOWsource/NBug_custom/Core/Util/Storage/ZipStorer.cs581 }COMMENT
LOWsource/NBug_custom/Core/Util/Logging/Logger.cs21 /// </summary>COMMENT
LOWsource/NBug_custom/Core/Submission/IProtocolFactory.cs1// --------------------------------------------------------------------------------------------------------------------COMMENT
LOWsource/NBug_custom/Core/Submission/IProtocol.cs21 /// </summary>COMMENT
LOWsource/NBug_custom/Enums/StoragePath.cs21 /// <summary>COMMENT
LOWsource/NBug_custom/Enums/MiniDumpType.cs21 /// <summary>COMMENT
LOWsource/NBug_custom/Enums/UIProvider.cs21 /// <summary>COMMENT
LOWsource/NBug_custom/Enums/UIMode.cs1// --------------------------------------------------------------------------------------------------------------------COMMENT
LOWsource/NBug_custom/Enums/UIMode.cs21 /// </summary>COMMENT
LOWsource/NBug_custom/Enums/LoggerCategory.cs1// --------------------------------------------------------------------------------------------------------------------COMMENT
LOWsource/NBug_custom/Enums/LoggerCategory.cs21 /// </summary>COMMENT
LOWsource/NBug_custom/Properties/Localization.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOWsource/NBug_custom/Properties/Resources.Designer.cs1//------------------------------------------------------------------------------COMMENT
LOW…ce/PortableSettingsProvider/Properties/AssemblyInfo.cs21COMMENT
LOWsource/HelperTools/ResultWin32.cs41 {COMMENT
LOWsource/HelperTools/ResultWin32.cs61 /// </summary>COMMENT
LOWsource/HelperTools/ResultWin32.cs81 /// </summary>COMMENT
LOWsource/HelperTools/ResultWin32.cs101 /// </summary>COMMENT
LOWsource/HelperTools/ResultWin32.cs121 /// </summary>COMMENT
LOWsource/HelperTools/ResultWin32.cs141 /// </summary>COMMENT
LOWsource/HelperTools/ResultWin32.cs161 /// </summary>COMMENT
LOWsource/HelperTools/ResultWin32.cs181 /// </summary>COMMENT
LOWsource/HelperTools/ResultWin32.cs201 /// The request is not supported.COMMENT
LOWsource/HelperTools/ResultWin32.cs221 /// The specified network resource or device is no longer available.COMMENT
LOWsource/HelperTools/ResultWin32.cs241 /// The remote adapter is not compatible.COMMENT
LOWsource/HelperTools/ResultWin32.cs261 /// Network access is denied.COMMENT
LOWsource/HelperTools/ResultWin32.cs281 /// The remote server has been paused or is in the process of being started.COMMENT
LOWsource/HelperTools/ResultWin32.cs301 /// Fail on INT 24.COMMENT
LOWsource/HelperTools/ResultWin32.cs321 /// A write fault occurred on the network.COMMENT
LOWsource/HelperTools/ResultWin32.cs341 /// The semaphore cannot be set again.COMMENT
LOWsource/HelperTools/ResultWin32.cs361 /// The disk is in use or locked by another process.COMMENT
LOWsource/HelperTools/ResultWin32.cs381 /// No more internal file identifiers available.COMMENT
1092 more matches not shown…
Synthetic Comment Markers19 hits · 142 pts
SeverityFileLineSnippetContext
HIGHsource/NBug_custom/Properties/Localization.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/NBug_custom/Properties/Settings.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/NBug_custom/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…rce/SimpleTreeMapTests/Properties/Settings.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…ce/SimpleTreeMapTests/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/KlocTools/Forms/Tools/Buttons.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/KlocTools/Resources/CommonStrings.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/KlocTools/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/KlocTools/Properties/Localisation.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…e/UniversalUninstaller/Properties/Settings.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…/UniversalUninstaller/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…iversalUninstaller/Properties/Localisation.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…BulkCrapUninstaller/Properties/Localisable.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…ce/BulkCrapUninstaller/Properties/Settings.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…e/BulkCrapUninstaller/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/UninstallTools/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…rce/UninstallTools/Properties/Localisation.Designer.cs3// This code was generated by a tool.COMMENT
HIGHsource/ObjectListView/Properties/Resources.Designer.cs3// This code was generated by a tool.COMMENT
HIGH…stallerAutomatizer/Properties/Localization.Designer.cs3// This code was generated by a tool.COMMENT
Hallucination Indicators2 hits · 20 pts
SeverityFileLineSnippetContext
CRITICAL…/Core/UI/Developer/InternalExceptionViewer.Designer.cs51 this.exceptionDetails = new NBug.Core.UI.WinForms.Panels.ExceptionDetails();CODE
CRITICALsource/NBug_custom/Core/UI/WinForms/Full.Designer.cs55 this.exceptionDetails = new NBug.Core.UI.WinForms.Panels.ExceptionDetails();CODE
AI Response Leakage1 hit · 8 pts
SeverityFileLineSnippetContext
HIGHsource/ObjectListView/Implementation/Groups.cs219 /// In this implementation (2009-09), these objects are essentially passive.COMMENT
AI Slop Vocabulary1 hit · 3 pts
SeverityFileLineSnippetContext
MEDIUMsource/HelperTools/ResultWin32.cs1624 /// The kerberos protocol encountered an error while attempting to utilizeCOMMENT
Slop Phrases1 hit · 2 pts
SeverityFileLineSnippetContext
MEDIUMdoc/BCU_manual.html129 --><div style="height:10.029cm;width:17cm; padding:0; float:left; position:relative; left:0cm; " class="fr1" idCODE