1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-09-11

Last Push

20.1K

Stars

C++

Language

71.3K

Lines of Code

423

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 5.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 74 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 6 finding(s).

PR Review Velocity Impact 6.4/100 · LOW

Which changes need focused human review? 79 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 3MEDIUM 0LOW 76

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 79 distinct pattern matches across 7 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 Block67 hits · 67 pts

Severity	File	Line	Snippet	Context
LOW	.appveyor.yml	61		COMMENT
LOW	docs/source/conf.py	1	# -- coding: utf-8 --	COMMENT
LOW	docs/source/conf.py	141		COMMENT
LOW	src/CutterApplication.cpp	1	#include "CutterApplication.h"	COMMENT
LOW	src/CutterApplication.cpp	21	#include <QStringList>	COMMENT
LOW	src/CutterApplication.cpp	41	#endif	COMMENT
LOW	src/core/MainWindow.h	1	#ifndef MAINWINDOW_H	COMMENT
LOW	src/core/Cutter.h	1	#ifndef CUTTER_H	COMMENT
LOW	src/core/CutterCommon.h	1	/** @file CutterCommon.h	COMMENT
LOW	src/core/CutterCommon.h	61	return QString::asprintf("%#llx", static_cast<unsigned long long>(size));	COMMENT
LOW	src/core/MainWindow.cpp	1	#include "core/MainWindow.h"	COMMENT
LOW	src/core/MainWindow.cpp	21	#include "dialogs/AboutDialog.h"	COMMENT
LOW	src/core/MainWindow.cpp	41	#include "widgets/DisassemblerGraphView.h"	COMMENT
LOW	src/core/MainWindow.cpp	61	#include "widgets/ResourcesWidget.h"	COMMENT
LOW	src/core/MainWindow.cpp	81	#include <QDesktopServices>	COMMENT
LOW	src/core/MainWindow.cpp	101	#include <QStyleFactory>	COMMENT
LOW	src/core/Cutter.cpp	1	#include "core/Cutter.h"	COMMENT
LOW	src/plugins/PluginManager.cpp	1	#include <cassert>	COMMENT
LOW	src/common/UpdateWorker.cpp	1	#include "UpdateWorker.h"	COMMENT
LOW	src/common/Helpers.cpp	1	#include "common/Helpers.h"	COMMENT
LOW	src/common/PythonManager.cpp	1	// clang-format off	COMMENT
LOW	src/common/Configuration.cpp	1	#include "Configuration.h"	COMMENT
LOW	src/common/UpdateWorker.h	1	#ifndef UPDATEWORKER_H	COMMENT
LOW	src/menus/DecompilerContextMenu.cpp	1	#include "DecompilerContextMenu.h"	COMMENT
LOW	src/menus/AddressableItemContextMenu.cpp	1	#include "AddressableItemContextMenu.h"	COMMENT
LOW	src/menus/DisassemblyContextMenu.cpp	1	#include "DisassemblyContextMenu.h"	COMMENT
LOW	src/dialogs/NewFileDialog.cpp	1	#include "dialogs/NewFileDialog.h"	COMMENT
LOW	src/dialogs/AboutDialog.cpp	1	#include "AboutDialog.h"	COMMENT
LOW	src/dialogs/VersionInfoDialog.cpp	1	#include "VersionInfoDialog.h"	COMMENT
LOW	src/dialogs/InitialOptionsDialog.cpp	1	#include "InitialOptionsDialog.h"	COMMENT
LOW	src/dialogs/RegisterProfileDialog.cpp	1	#include "RegisterProfileDialog.h"	COMMENT
LOW	src/dialogs/preferences/PreferencesDialog.cpp	1	#include "PreferencesDialog.h"	COMMENT
LOW	src/dialogs/preferences/InitializationFileEditor.cpp	1	#include "InitializationFileEditor.h"	COMMENT
LOW	src/dialogs/preferences/AppearanceOptionsWidget.cpp	1	#include "AppearanceOptionsWidget.h"	COMMENT
LOW	src/dialogs/preferences/RizinConfigOptionsWidget.cpp	1	#include "RizinConfigOptionsWidget.h"	COMMENT
LOW	src/bindings/bindings.h	1		COMMENT
LOW	src/widgets/FunctionsWidget.cpp	1	#include "FunctionsWidget.h"	COMMENT
LOW	src/widgets/CutterGraphView.cpp	1	#include "CutterGraphView.h"	COMMENT
LOW	src/widgets/HexWidget.cpp	1	#include "HexWidget.h"	COMMENT
LOW	src/widgets/ColorThemeListView.cpp	1	#include "widgets/ColorThemeListView.h"	COMMENT
LOW	src/widgets/ColorPicker.cpp	1	#include "ColorPicker.h"	COMMENT
LOW	src/widgets/HexdumpWidget.h	1	#ifndef HEXDUMPWIDGET_H	COMMENT
LOW	src/widgets/AddressRangeScrollBar.cpp	1	#include "AddressRangeScrollBar.h"	COMMENT
LOW	src/widgets/Omnibar.cpp	1	#include "Omnibar.h"	COMMENT
LOW	src/widgets/AddressableItemList.h	1	#ifndef ADDRESSABLE_ITEM_LIST_H	COMMENT
LOW	src/widgets/DisassemblerGraphView.h	1	#ifndef DISASSEMBLERGRAPHVIEW_H	COMMENT
LOW	src/widgets/TypesWidget.cpp	1	#include "TypesWidget.h"	COMMENT
LOW	src/widgets/DisassemblerGraphView.cpp	1	#include "DisassemblerGraphView.h"	COMMENT
LOW	src/widgets/ConsoleWidget.cpp	1	#include "ConsoleWidget.h"	COMMENT
LOW	src/widgets/ConsoleWidget.cpp	21	# include <io.h>	COMMENT
LOW	src/widgets/SearchBarWidget.cpp	1	#include "SearchBarWidget.h"	COMMENT
LOW	src/widgets/DecompilerWidget.cpp	1	#include "DecompilerWidget.h"	COMMENT
LOW	src/widgets/ImportsWidget.h	1	#ifndef IMPORTSWIDGET_H	COMMENT
LOW	src/widgets/VisualNavbar.cpp	1	#include "VisualNavbar.h"	COMMENT
LOW	src/widgets/GraphView.cpp	1	#include "GraphView.h"	COMMENT
LOW	src/widgets/ClassesWidget.cpp	1	#include "ClassesWidget.h"	COMMENT
LOW	src/widgets/SimpleTextGraphView.h	1	#ifndef SIMPLE_TEXT_GRAPHVIEW_H	COMMENT
LOW	src/widgets/DebugActions.cpp	1	#include "DebugActions.h"	COMMENT
LOW	src/widgets/SectionsWidget.h	1	#ifndef SECTIONSWIDGET_H	COMMENT
LOW	src/widgets/SectionsWidget.cpp	1	#include "SectionsWidget.h"	COMMENT
7 more matches not shown…

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	docs/apidoc.py	26	except FileNotFoundError:	CODE
HIGH	src/python/cutter.py	9	except ImportError:	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	SECURITY.md	25	## AI generated vulnerability reports	COMMENT

Hyper-Verbose Identifiers4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/plugins/sample-python-qt5/sample_python.py	95	def handle_addressable_item_action(self):	CODE
LOW	src/plugins/sample-python-qt5/sample_python.py	100	def handle_disassembler_action(self):	CODE
LOW	src/plugins/sample-python/sample_python.py	94	def handle_addressable_item_action(self):	CODE
LOW	src/plugins/sample-python/sample_python.py	99	def handle_disassembler_action(self):	CODE

Unused Imports3 hits · 3 pts

Severity	File	Line	Context
LOW	docs/apidoc.py	3	CODE
LOW	src/python/cutter.py	2	CODE
LOW	src/python/cutter.py	5	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/update_clang_format.sh	14	# Usage:	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/widgets/DisassemblyWidget.cpp	1075	// handle cursor shortcuts here because we need to check if shift is pressed for	COMMENT

rizinorg/cutter

Open-Source Code Quality, Security and Technical Debt Review