AI Slop Code Risk Monitor

Martchus/syncthingtray

Name: Martchus/syncthingtray — C++ Code Quality & Security Review | AI Slop Code Risk Monitor
Creator: AI Slop Code Risk Monitor

Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

Tray application and Dolphin/Plasma integration for Syncthing

0.9 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for Martchus/syncthingtray, a C++ project with 2,987 GitHub stars. SynthScan examined 128,621 lines of code across 298 source files, recording 122 pattern matches distributed across 1 syntactic category. The legacy adjusted pattern signal is 0.9 (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.

0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

3.0K

Stars

C++

Language

128.6K

Lines of Code

298

Files

122

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

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

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 4.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 122 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

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

PR Review Velocity Impact 4.6/100 · LOW

Which changes need focused human review? 122 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 0MEDIUM 0LOW 122

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 122 distinct pattern matches across 1 syntactic category. 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 Block122 hits · 122 pts

Severity	File	Line	Snippet	Context
LOW	syncthing/global.h	1	// Created via CMake from template global.h.in	COMMENT
LOW	syncthing/interface.cpp	1	#include "./interface.h"	COMMENT
LOW	syncthing/tests/interfacetests.cpp	1	#include "../interface.h"	COMMENT
LOW	plasmoid/lib/syncthingapplet.h	1	#ifndef SYNCTHINGAPPLET_H	COMMENT
LOW	plasmoid/lib/syncthingapplet.h	21	#include <Plasma/Applet>	COMMENT
LOW	plasmoid/lib/global.h	1	// Created via CMake from template global.h.in	COMMENT
LOW	plasmoid/lib/settingsdialog.cpp	1	#include "./settingsdialog.h"	COMMENT
LOW	plasmoid/lib/syncthingapplet.cpp	1	#include "./syncthingapplet.h"	COMMENT
LOW	plasmoid/lib/syncthingapplet.cpp	21	#if defined(SYNCTHINGWIDGETS_GUI_QTQUICK_MODE_DESKTOP)	COMMENT
LOW	plasmoid/lib/syncthingapplet.cpp	41	#endif	COMMENT
LOW	cli/helper.h	1	#ifndef SYNCTHINGCTL_HELPER	COMMENT
LOW	cli/jsdefs.h	1	// Created via CMake from template jsdefs.h.in	COMMENT
LOW	cli/jsdefs.h	21	# define SYNCTHINGCTL_JS_UNDELETABLE ,QScriptValue::Undeletable	COMMENT
LOW	cli/jsincludes.h	1	// Created via CMake from template jsincludes.h.in	COMMENT
LOW	cli/application.cpp	1	#include "./application.h"	COMMENT
LOW	cli/application.cpp	21		COMMENT
LOW	cli/tests/application.cpp	1	#include "../../testhelper/helper.h"	COMMENT
LOW	tray/gui/trayicon.cpp	1	#include "./trayicon.h"	COMMENT
LOW	tray/gui/dirview.cpp	1	#include "./dirview.h"	COMMENT
LOW	tray/gui/helper.h	1	#ifndef TRAY_GUI_HELPER_H	COMMENT
LOW	tray/gui/downloaditemdelegate.cpp	1	#include "./downloaditemdelegate.h"	COMMENT
LOW	tray/gui/devbuttonsitemdelegate.cpp	1	#include "./devbuttonsitemdelegate.h"	COMMENT
LOW	tray/gui/helper.cpp	1	#include "./helper.h"	COMMENT
LOW	tray/gui/traywidget.cpp	1	#include "./traywidget.h"	COMMENT
LOW	tray/gui/traywidget.cpp	21	#ifdef LIB_SYNCTHING_CONNECTOR_SUPPORT_SYSTEMD	COMMENT
LOW	tray/gui/traywidget.cpp	41		COMMENT
LOW	tray/gui/traymenu.cpp	1	#include "./traymenu.h"	COMMENT
LOW	tray/gui/traymenu.cpp	21	#if (QT_VERSION < QT_VERSION_CHECK(6, 9, 0))	COMMENT
LOW	tray/gui/traymenu.cpp	61	#ifdef TRAY_MENU_HANDLE_WINDOWS11_STYLE	COMMENT
LOW	tray/gui/traywidget.h	1	#ifndef TRAY_WIDGET_H	COMMENT
LOW	tray/application/singleinstance.cpp	1	#include "./singleinstance.h"	COMMENT
LOW	tray/application/main.cpp	1	#if defined(GUI_QTQUICK) && defined(SYNCTHINGWIDGETS_GUI_QTQUICK_MODE_DESKTOP) && defined(SYNCTHING_APP_DYNAMIC_STYLE)	COMMENT
LOW	tray/application/main.cpp	21	#if defined(GUI_QTQUICK) && defined(SYNCTHINGWIDGETS_GUI_QTQUICK_MODE_APP)	COMMENT
LOW	tray/application/main.cpp	41	#endif	COMMENT
LOW	tray/application/main.cpp	61	#endif	COMMENT
LOW	tray/application/main.cpp	81	#include <iostream>	COMMENT
LOW	tray/application/main.cpp	121		COMMENT
LOW	syncthingmodel/syncthingfilemodel.h	1	#ifndef DATA_SYNCTHINGFILEMODEL_H	COMMENT
LOW	syncthingmodel/syncthingfilemodel.cpp	1	#include "./syncthingfilemodel.h"	COMMENT
LOW	syncthingmodel/global.h	1	// Created via CMake from template global.h.in	COMMENT
LOW	syncthingmodel/syncthingicons.cpp	1	#include "./syncthingicons.h"	COMMENT
LOW	syncthingmodel/tests/models.cpp	1	#include "../syncthingdevicemodel.h"	COMMENT
LOW	syncthingwidgets/global.h	1	// Created via CMake from template global.h.in	COMMENT
LOW	syncthingwidgets/misc/syncthinglauncher.cpp	1	#include "./syncthinglauncher.h"	COMMENT
LOW	syncthingwidgets/misc/syncthinglauncher.h	1	#ifndef SYNCTHINGWIDGETS_SYNCTHINGLAUNCHER_H	COMMENT
LOW	syncthingwidgets/misc/syncthingmodels.h	1	#ifndef SYNCTHINGWIDGETS_MODELS_H	COMMENT
LOW	syncthingwidgets/misc/syncthingdata.h	1	#ifndef SYNCTHINGWIDGETS_DATA_H	COMMENT
LOW	syncthingwidgets/misc/otherdialogs.cpp	1	#include "./otherdialogs.h"	COMMENT
LOW	syncthingwidgets/misc/otherdialogs.cpp	21	#include <QFontDatabase>	COMMENT
LOW	syncthingwidgets/misc/syncthingmodels.cpp	1	#include "./syncthingmodels.h"	COMMENT
LOW	syncthingwidgets/misc/syncthingmodels.cpp	21	#include <QJniObject>	COMMENT
LOW	syncthingwidgets/misc/direrrorsdialog.cpp	1	#include "./direrrorsdialog.h"	COMMENT
LOW	syncthingwidgets/misc/textviewdialog.cpp	1	#include "./textviewdialog.h"	COMMENT
LOW	syncthingwidgets/misc/internalerrorsdialog.cpp	1	#include "./internalerrorsdialog.h"	COMMENT
LOW	syncthingwidgets/settings/settings.h	1	#ifndef SETTINGS_H	COMMENT
LOW	syncthingwidgets/settings/setupdetection.h	1	#ifndef SETTINGS_SETUP_DETECTION_H	COMMENT
LOW	syncthingwidgets/settings/settingsdialog.cpp	1	#include "./settingsdialog.h"	COMMENT
LOW	syncthingwidgets/settings/settingsdialog.cpp	21	#include <syncthingmodel/syncthingicons.h>	COMMENT
LOW	syncthingwidgets/settings/settingsdialog.cpp	41	#include <qtutilities/misc/dialogutils.h>	COMMENT
LOW	syncthingwidgets/settings/settingsdialog.cpp	61	#include <QRegularExpression>	COMMENT
62 more matches not shown…