AI Slop Code RIsk Monitor

WinMerge/winmerge

WinMerge is an Open Source differencing and merging tool for Windows. WinMerge can compare both folders and files, presenting differences in a visual text format that is easy to understand and handle.

8.2 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for WinMerge/winmerge, a C++ project with 9,256 GitHub stars. SynthScan examined 1,204,863 lines of code across 5399 source files, recording 11844 pattern matches distributed across 14 syntactic categories. The legacy adjusted pattern signal is 8.2 (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.

8.2
Adjusted Signal
8.2
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
9.3K
Stars
C++
Language
1.2M
Lines of Code
5.4K
Files
11.8K
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

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

Cognitive Ownership Risk 33.5/100 · MEDIUM

Can maintainers explain intent, assumptions, and trade-offs? 11799 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 11 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 38 finding(s).

PR Review Velocity Impact 39.1/100 · MEDIUM

Which changes need focused human review? 11844 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 0HIGH 2MEDIUM 42LOW 11800

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 11844 distinct pattern matches across 14 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 Block11763 hits · 9766 pts
SeverityFileLineSnippetContext
LOWVersion.h1#define FILEVER 2,16,59,0COMMENT
LOWShellExtension/ShellExtension/StdAfx.h1// stdafx.h : include file for standard system include files,COMMENT
LOWShellExtension/ShellExtension/WinMergeShell.cpp1/////////////////////////////////////////////////////////////////////////////COMMENT
LOWShellExtension/ShellExtension/WinMergeShell.cpp21// HKEY_CURRENT_USER\Software\Thingamahoochie\WinMerge\ContextMenuEnabledCOMMENT
LOWShellExtension/ShellExtension/WinMergeShell.cpp41#include "ShellExtension.h"COMMENT
LOWShellExtension/ShellExtension/WinMergeShell.h1/////////////////////////////////////////////////////////////////////////////COMMENT
LOWShellExtension/ShellExtension/Resource.h1//{{NO_DEPENDENCIES}}COMMENT
LOWShellExtension/ShellExtension/Resource.h21#define _APS_NEXT_RESOURCE_VALUE 210COMMENT
LOWShellExtension/ShellExtension/StdAfx.cpp1// stdafx.cpp : source file that includes just the standard includesCOMMENT
LOWShellExtension/ShellExtension/ShellExtension.cpp1/////////////////////////////////////////////////////////////////////////////COMMENT
LOWShellExtension/WinMergeContextMenu/pch.h1// pch.h: This is a precompiled header file.COMMENT
LOWShellExtension/WinMergeContextMenu/dllmain.cpp1// SPDX-License-Identifier: MITCOMMENT
LOWShellExtension/WinMergeContextMenu/resource.h1//{{NO_DEPENDENCIES}}COMMENT
LOWShellExtension/WinMergeContextMenu/resource.h21#define _APS_NEXT_RESOURCE_VALUE 210COMMENT
LOWShellExtension/WinMergeContextMenu/framework.h1#pragma onceCOMMENT
LOWShellExtension/Common/UnicodeString.cpp1/////////////////////////////////////////////////////////////////////////////COMMENT
LOWShellExtension/Common/WinMergeContextMenu.cpp1#include "WinMergeContextMenu.h"COMMENT
LOWShellExtension/Common/UnicodeString.h1/////////////////////////////////////////////////////////////////////////////COMMENT
LOWShellExtension/Common/UnicodeString.h21 * @brief Unicode string based on std::wstring.COMMENT
LOWShellExtension/Common/UnicodeString.h41# ifdef _UNICODECOMMENT
LOWPlugins/resource.h1//{{NO_DEPENDENCIES}}COMMENT
LOWPlugins/resource.h21#define IDS_PLUGIN_MENU_CAPTION6 44216COMMENT
LOWPlugins/resource.h41#define IDS_PLUGIN_MENU_CAPTION26 44236COMMENT
LOWPlugins/resource.h61#define IDS_PLUGIN_DESCRIPTION6 44356COMMENT
LOWPlugins/resource.h81#define IDS_PLUGIN_DESCRIPTION26 44376COMMENT
LOWPlugins/resource.h101#define IDS_PLUGIN_DESCRIPTION46 44396COMMENT
LOWPlugins/resource.h121#define IDS_PLUGIN_COMPAREMSEXCELFILES_STR6 44425COMMENT
LOWPlugins/resource.h141#define IDS_PLUGIN_COMPAREMSWORDFILES_STR6 44445COMMENT
LOWPlugins/resource.h161#define IDS_PLUGIN_COMPAREMSPOWERPOINTFILES_STR6 44465COMMENT
LOWPlugins/resource.h181#define IDS_PLUGIN_COMPAREMSVISIOFILES_STR6 44485COMMENT
LOWPlugins/resource.h201#define IDS_PLUGIN_PREDIFFLINEFILTER_STR6 44505COMMENT
LOWPlugins/resource.h221#define IDS_PLUGIN_IGNORE_STR6 44525COMMENT
LOWPlugins/resource.h241#define IDS_PLUGIN_APPLYPATCH_STR6 44545COMMENT
LOWPlugins/resource.h261#define IDS_PLUGIN_EDITORADDIN_STR6 44565COMMENT
LOWPlugins/resource.h281#define _APS_NO_MFC 1COMMENT
LOWPlugins/src_VCPP/DisplayXMLFiles/StdAfx.h1// stdafx.h : include file for standard system include files,COMMENT
LOWPlugins/src_VCPP/DisplayXMLFiles/WinMergeScript.cpp1/////////////////////////////////////////////////////////////////////////////COMMENT
LOWPlugins/src_VCPP/DisplayXMLFiles/typeinfoex.h1#ifndef _NEWOBJECTS_ATL_TYPEINFOEX_H_COMMENT
LOWPlugins/src_VCPP/DisplayXMLFiles/Resource.h1//{{NO_DEPENDENCIES}}COMMENT
LOWPlugins/src_VCPP/DisplayXMLFiles/StdAfx.cpp1// stdafx.cpp : source file that includes just the standard includesCOMMENT
LOW…ns/src_VCPP/DisplayXMLFiles/ExpatMapLib/expat_maps.cpp1/////////////////////////////////////////////////////////////////////////////COMMENT
LOW…ns/src_VCPP/DisplayXMLFiles/ExpatMapLib/expat_maps.cpp21/////////////////////////////////////////////////////////////////////////////COMMENT
LOW…ns/src_VCPP/DisplayXMLFiles/ExpatMapLib/expat_maps.cpp41#include "map_data_8859_11.h"COMMENT
LOWPlugins/src_VCPP/DisplayXMLFiles/ExpatMapLib/StdAfx.h1// stdafx.h : include file for standard system include files,COMMENT
LOW…gins/src_VCPP/DisplayXMLFiles/ExpatMapLib/expat_maps.h1/////////////////////////////////////////////////////////////////////////////COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1252.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1253.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1251.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1250.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1254.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1255.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1257.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1256.TXT1#COMMENT
LOW…ExpatMapLib/mappings/VENDORS/MICSFT/WINDOWS/CP1258.TXT1#COMMENT
LOW…splayXMLFiles/ExpatMapLib/mappings/ISO8859/8859-10.TXT1#COMMENT
LOW…splayXMLFiles/ExpatMapLib/mappings/ISO8859/8859-10.TXT21# Unicode Standard, and to make copies of this file in any form forCOMMENT
LOW…isplayXMLFiles/ExpatMapLib/mappings/ISO8859/8859-9.TXT1#COMMENT
LOW…isplayXMLFiles/ExpatMapLib/mappings/ISO8859/8859-9.TXT21# Unicode Standard, and to make copies of this file in any form forCOMMENT
LOW…isplayXMLFiles/ExpatMapLib/mappings/ISO8859/8859-8.TXT1#COMMENT
LOW…isplayXMLFiles/ExpatMapLib/mappings/ISO8859/8859-8.TXT21# Unicode Standard, and to make copies of this file in any form forCOMMENT
11703 more matches not shown…
Decorative Section Separators34 hits · 82 pts
SeverityFileLineSnippetContext
MEDIUM⚡Docs/Developers/doxygen.cfg1149#---------------------------------------------------------------------------COMMENT
MEDIUM⚡Docs/Developers/doxygen.cfg1151#---------------------------------------------------------------------------COMMENT
MEDIUM⚡Docs/Developers/doxygen.cfg1161#---------------------------------------------------------------------------COMMENT
MEDIUM⚡Docs/Developers/doxygen.cfg1163#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg13#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg15#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg291#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg293#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg506#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg508#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg557#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg559#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg673#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg675#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg728#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg730#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg751#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg753#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg968#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg970#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1044#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1046#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1086#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1088#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1114#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1116#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1194#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1196#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1260#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1262#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1303#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1305#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1497#---------------------------------------------------------------------------COMMENT
MEDIUMDocs/Developers/doxygen.cfg1499#---------------------------------------------------------------------------COMMENT
AI Response Leakage2 hits · 15 pts
SeverityFileLineSnippetContext
HIGHExternals/poco/XML/include/Poco/DOM/DOMImplementation.h38 /// In this implementation, DOMImplementation is implemented as a singleton.COMMENT
HIGHExternals/poco/XML/include/Poco/DOM/DocumentType.h51 /// Note: In this implementation, only theCOMMENT
Slop Phrases5 hits · 12 pts
SeverityFileLineSnippetContext
MEDIUMDocs/Developers/doxygen.cfg578# If the value of the INPUT tag contains directories, you can use theCOMMENT
MEDIUMDocs/Developers/doxygen.cfg605# If the value of the INPUT tag contains directories, you can use theCOMMENT
MEDIUMDocs/Developers/doxygen.cfg628# If the value of the EXAMPLE_PATH tag contains directories, you can use theCOMMENT
MEDIUMDocs/Developers/UnitTesting.html122<p>As mentioned earlier Google Test header files are needed to compile theCODE
LOWSrc/Common/sizecbar.cpp36// Modify this file only to fix bugs, and don't forget to send me a copy.COMMENT
Verbosity Indicators5 hits · 10 pts
SeverityFileLineSnippetContext
LOW⚡Src/RenameMoveDetection.cpp246 // Step 1: Quick win - group items by same nameCOMMENT
LOW⚡Src/RenameMoveDetection.cpp250 // Step 2: Collect unmatched items grouped by rename/move detection keysCOMMENT
LOW⚡Src/RenameMoveDetection.cpp260 // Step 3: Create groups for items with matching keysCOMMENT
LOW⚡Src/RenameMoveDetection.cpp264 // Step 4: Recurse into subdirectories that exist on all sidesCOMMENT
LOWSrc/RenameMoveDetection.cpp276 // Step 5: Recurse into renamed directoriesCOMMENT
Structural Annotation Overuse5 hits · 10 pts
SeverityFileLineSnippetContext
LOW⚡Src/RenameMoveDetection.cpp246 // Step 1: Quick win - group items by same nameCOMMENT
LOW⚡Src/RenameMoveDetection.cpp250 // Step 2: Collect unmatched items grouped by rename/move detection keysCOMMENT
LOW⚡Src/RenameMoveDetection.cpp260 // Step 3: Create groups for items with matching keysCOMMENT
LOW⚡Src/RenameMoveDetection.cpp264 // Step 4: Recurse into subdirectories that exist on all sidesCOMMENT
LOWSrc/RenameMoveDetection.cpp276 // Step 5: Recurse into renamed directoriesCOMMENT
Fake / Example Data10 hits · 10 pts
SeverityFileLineSnippetContext
LOWDocs/Manual/Japanese/Filters.xml1008 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 1)</literal> はCODE
LOWDocs/Manual/Japanese/Filters.xml1010 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 2)</literal> はCODE
LOWDocs/Manual/English/Filters.xml1072 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 1)</literal> returns <litCODE
LOWDocs/Manual/English/Filters.xml1073 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 2)</literal> returns <litCODE
LOWDocs/Manual/Hebrew/Filters.xml1139 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 1)</literal>CODE
LOWDocs/Manual/Hebrew/Filters.xml1141 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 2)</literal>CODE
LOWDocs/Manual/French/Filters.xml1207 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 1)</literal>CODE
LOWDocs/Manual/French/Filters.xml1209 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 2)</literal>CODE
LOWDocs/Manual/Spanish/Filters.xml1217 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 1)</literal>CODE
LOWDocs/Manual/Spanish/Filters.xml1219 <listitem><para><literal>regexExtract("user@example.com", "([^@]+)@([^@]+)", 2)</literal>CODE
Example Usage Blocks5 hits · 8 pts
SeverityFileLineSnippetContext
LOWExternals/poco/Foundation/include/Poco/LogStream.h96 /// Usage example:COMMENT
LOWExternals/poco/Foundation/include/Poco/Process.h141 /// Usage example:COMMENT
LOWExternals/poco/Foundation/include/Poco/Process.h176 /// Usage example:COMMENT
LOWExternals/poco/Foundation/include/Poco/Dynamic/Var.h127 /// Example usage:COMMENT
LOWExternals/poco/Foundation/include/Poco/Dynamic/Var.h150 /// Example usage:COMMENT
AI Slop Vocabulary2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUM…googletest/googletest/include/gtest/gtest-death-test.h152// This implementation is *not* meant to be as highly tuned or robustCOMMENT
MEDIUM…googletest/googletest/include/gtest/gtest-death-test.h224// In practice, this can be used to test functions that utilize theCOMMENT
Deep Nesting5 hits · 5 pts
SeverityFileLineSnippetContext
LOWTranslations/GetTranslationsStatus.py73CODE
LOWTranslations/GetTranslationsStatus.py122CODE
LOWTranslations/GetTranslationsStatus.py249CODE
LOWTranslations/GetTranslationsStatus.py419CODE
LOWTranslations/GetTranslationsStatus.py562CODE
Hyper-Verbose Identifiers4 hits · 4 pts
SeverityFileLineSnippetContext
LOWExternals/boost/boost/unordered/unordered_printers.hpp279 ".ascii \"def boost_unordered_build_pretty_printer():\\n\"\n"CODE
LOWTesting/PluginTests/PluginTests.js567function IgnoreLeadingLineNumbersTest() {CODE
LOWTesting/PluginTests/PluginTests.js763function CompareMSPowerPointFilesTest() {CODE
LOWTesting/PluginTests/PluginTests.js776function CompareEscapedJavaPropertiesFilesTest() {CODE
Self-Referential Comments2 hits · 4 pts
SeverityFileLineSnippetContext
MEDIUMTranslations/ShellExtension/CreateMasterPotFile.js160 oPotFile.WriteLine("# This file is from WinMerge <https://winmerge.org/>");CODE
MEDIUMTranslations/WinMerge/CreateMasterPotFile.js267 oPotFile.Write("# This file is from WinMerge <https://winmerge.org/>\n");CODE
Unused Imports1 hit · 1 pts
SeverityFileLineSnippetContext
LOWTranslations/GetTranslationsStatus.py30CODE
Redundant / Tautological Comments1 hit · 1 pts
SeverityFileLineSnippetContext
LOWDocs/Developers/doxygen.cfg365# Set it to YES to include the internal documentation.COMMENT