0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

41.3K

Stars

C++

Language

1.4M

Lines of Code

960

Files

234

Pattern Hits

2026-10-31

Scan Date

0.02

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 0.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 199 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 18 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 28 finding(s).

PR Review Velocity Impact 1.4/100 · LOW

Which changes need focused human review? 234 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 17HIGH 2MEDIUM 10LOW 205

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 234 distinct pattern matches across 10 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.

Hallucination Indicators17 hits · 185 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/webui/www/private/newcategory.html	173	const pref = window.parent.qBittorrent.Cache.preferences.get();	CODE
CRITICAL	src/webui/www/private/newcategory.html	174	const categoryData = window.parent.qBittorrent.Client.categoryMap.get(uriCategoryName);	CODE
CRITICAL	src/webui/www/private/newcategory.html	198	const own = window.parent.qBittorrent.Client.categoryMap.get(categoryName) ?? {};	CODE
CRITICAL	src/webui/www/private/scripts/addtorrent.js	57	for (const name of window.parent.qBittorrent.Client.categoryMap.keys()) {	CODE
CRITICAL	src/webui/www/private/scripts/addtorrent.js	71	for (const tag of window.parent.qBittorrent.Client.tagMap.keys()) {	CODE
CRITICAL	src/webui/www/private/scripts/addtorrent.js	90	const pref = window.parent.qBittorrent.Cache.preferences.get();	CODE
CRITICAL⚡	src/webui/www/private/scripts/addtorrent.js	124	const category = window.parent.qBittorrent.Client.categoryMap.get(categoryName);	CODE
CRITICAL⚡	src/webui/www/private/scripts/addtorrent.js	129	const category = window.parent.qBittorrent.Client.categoryMap.get(categoryName);	CODE
CRITICAL⚡	src/webui/www/private/scripts/addtorrent.js	138	const category = window.parent.qBittorrent.Client.categoryMap.get(categoryName);	CODE
CRITICAL	src/webui/www/private/scripts/dynamicTable.js	2081	const searchTerms = window.qBittorrent.Search.searchText.pattern.toLowerCase().split(" ");	CODE
CRITICAL	src/webui/www/private/scripts/dynamicTable.js	2082	const filterTerms = window.qBittorrent.Search.searchText.filterPattern.toLowerCase().split(" ");	CODE
CRITICAL	src/webui/www/private/views/preferences.html	2492	window.parent.qBittorrent.Cache.preferences.init()	CODE
CRITICAL	src/webui/www/private/views/preferences.html	3526	window.parent.qBittorrent.Cache.preferences.set(settings)	CODE
CRITICAL	src/webui/www/private/views/rssDownloader.html	409	const pref = window.parent.qBittorrent.Cache.preferences.get();	CODE
CRITICAL	src/webui/www/private/views/about.html	855	const qbtVersion = window.parent.qBittorrent.Cache.qbtVersion.get();	CODE
CRITICAL	src/webui/www/private/views/about.html	856	const buildInfo = window.parent.qBittorrent.Cache.buildInfo.get();	CODE
CRITICAL	src/webui/www/private/views/rss.html	242	const pref = window.parent.qBittorrent.Cache.preferences.get();	CODE

Over-Commented Block177 hits · 177 pts

Severity	File	Line	Snippet	Context
LOW	CODING_GUIDELINES.md	321	Example:	COMMENT
LOW	CODING_GUIDELINES.md	341	// System headers	COMMENT
LOW	CODING_GUIDELINES.md	361	#if LIBTORRENT_VERSION_NUM >= 10100	COMMENT
LOW	…flows/helper/pre-commit/check_webui_translation_tag.py	1	#!/usr/bin/env python3	COMMENT
LOW	…b/workflows/helper/pre-commit/check_translation_tag.py	1	#!/usr/bin/env python3	COMMENT
LOW	…/workflows/helper/pre-commit/check_grid_items_order.py	1	#!/usr/bin/env python3	COMMENT
LOW	src/app/application.h	41	#ifndef DISABLE_GUI	COMMENT
LOW	src/app/cmdoptions.cpp	41	#include <QStringView>	COMMENT
LOW	src/app/signalhandler.cpp	41	#include <io.h>	COMMENT
LOW	src/app/application.cpp	41	#include <shellapi.h>	COMMENT
LOW	src/app/application.cpp	61	#include <QSessionManager>	COMMENT
LOW	src/app/application.cpp	81	#include "base/net/smtpclient.h"	COMMENT
LOW	src/app/application.cpp	101	#include "gui/shutdownconfirmdialog.h"	COMMENT
LOW	src/app/application.cpp	1221	setLayoutDirection(Qt::LeftToRight);	COMMENT
LOW	src/app/application.cpp	1441	// On macOS, widget destruction triggers accessibility notifications via	COMMENT
LOW	src/app/application.cpp	1461	#ifdef Q_OS_WIN	COMMENT
LOW	src/app/application.cpp	1541	#include "application.moc"	COMMENT
LOW	src/app/main.cpp	41	#ifndef Q_OS_HAIKU	COMMENT
LOW	src/app/main.cpp	61	#ifdef QBT_STATIC_QT	COMMENT
LOW	src/searchengine/nova3/novaprinter.py	1	# VERSION: 1.56	COMMENT
LOW	src/searchengine/nova3/nova2dl.py	1	# VERSION: 1.28	COMMENT
LOW	src/searchengine/nova3/nova2dl.py	21	# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE	COMMENT
LOW	src/searchengine/nova3/nova2.py	1	# VERSION: 1.55	COMMENT
LOW	src/searchengine/nova3/nova2.py	21	#	COMMENT
LOW	src/searchengine/nova3/helpers.py	1	# VERSION: 1.61	COMMENT
LOW	src/gui/transferlistfilterswidget.cpp	41	#include "base/preferences.h"	COMMENT
LOW	src/gui/utils.cpp	41	#include <QDesktopServices>	COMMENT
LOW	src/gui/transferlistwidget.cpp	41	#include <QMimeData>	COMMENT
LOW	src/gui/transferlistwidget.cpp	61	#include "interfaces/iguiapplication.h"	COMMENT
LOW	src/gui/torrentcontentmodel.cpp	41	#include <QSet>	COMMENT
LOW	src/gui/addnewtorrentdialog.cpp	41	#include <QFileDialog>	COMMENT
LOW	src/gui/addnewtorrentdialog.cpp	61	#include "base/bittorrent/torrentdescriptor.h"	COMMENT
LOW	src/gui/torrentcreatordialog.cpp	41	#include <QThread>	COMMENT
LOW	src/gui/torrentcontentwidget.cpp	41	#include <QOverload>	COMMENT
LOW	src/gui/mainwindow.cpp	41	#include <QCloseEvent>	COMMENT
LOW	src/gui/mainwindow.cpp	61	#ifdef Q_OS_WIN	COMMENT
LOW	src/gui/mainwindow.cpp	81	#include "autoexpandabledialog.h"	COMMENT
LOW	src/gui/mainwindow.cpp	101	#include "transferlistfilterswidget.h"	COMMENT
LOW	src/gui/advancedsettings.cpp	241	// Bdecode depth limit	COMMENT
LOW	src/gui/advancedsettings.cpp	301	session->setUPnPLeaseDuration(m_spinBoxUPnPLeaseDuration.value());	COMMENT
LOW	src/gui/optionsdialog.cpp	41	#include <QDialogButtonBox>	COMMENT
LOW	src/gui/optionsdialog.cpp	61	#include "base/profile.h"	COMMENT
LOW	src/gui/optionsdialog.cpp	81	#include "uithememanager.h"	COMMENT
LOW	src/gui/trackerlist/trackerlistmodel.cpp	41		COMMENT
LOW	src/gui/trackerlist/trackerlistwidget.cpp	41	#include <QMessageBox>	COMMENT
LOW	src/gui/rss/rsswidget.cpp	41	#include <QString>	COMMENT
LOW	src/gui/rss/automatedrssdownloader.cpp	41		COMMENT
LOW	src/gui/search/searchpluginselectdialog.cpp	41	#include "base/global.h"	COMMENT
LOW	src/gui/search/searchwidget.cpp	41	#include <QJsonDocument>	COMMENT
LOW	src/gui/search/searchwidget.cpp	61	#include "base/search/searchhandler.h"	COMMENT
LOW	src/gui/search/searchjobwidget.cpp	41	#include <QUrl>	COMMENT
LOW	src/gui/properties/peerlistwidget.cpp	41	#include <QMessageBox>	COMMENT
LOW	src/gui/properties/propertieswidget.cpp	41	#include <QShortcut>	COMMENT
LOW	src/webui/webapplication.cpp	41	#include <QRegularExpression>	COMMENT
LOW	src/webui/webapplication.cpp	61	#include "api/apierror.h"	COMMENT
LOW	src/webui/webui.cpp	21	* modified versions of it that use the same license as the "OpenSSL" library),	COMMENT
LOW	src/webui/webapplication.h	41	#include <QMap>	COMMENT
LOW	src/webui/www/tstool.py	1	#!/usr/bin/env python3	COMMENT
LOW	src/webui/api/appcontroller.cpp	41	#include <QJsonArray>	COMMENT
LOW	src/webui/api/appcontroller.cpp	61	#include "base/torrentfileguard.h"	COMMENT
117 more matches not shown…

Decorative Section Separators10 hits · 30 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/app/CMakeLists.txt	14	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	15	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	31	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	32	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	76	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	77	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	132	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	133	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	181	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	src/app/CMakeLists.txt	182	# -----------------------------------------------------------------------------	COMMENT

Hyper-Verbose Identifiers10 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	examples/plugins/RunExternalProgram.lua	13	function onTorrentAboutToBeRemoved(torrent)	CODE
LOW	examples/plugins/EventHandler.lua	67	function onTorrentSavingModeChanged(torrent)	CODE
LOW⚡	examples/plugins/EventHandler.lua	86	function onTorrentContentFileRenamed(torrent, fileIndex, oldPath)	CODE
LOW⚡	examples/plugins/EventHandler.lua	91	function onTorrentContentFolderRenamed(torrent, newPath, oldPath, renamedFiles)	CODE
LOW⚡	examples/plugins/EventHandler.lua	96	function onTorrentContentFolderRenamingFailed(torrent, newPath, oldPath, renamedFiles, failedFileIndexes)	CODE
LOW⚡	examples/plugins/EventHandler.lua	106	function onTorrentAboutToBeRemoved(torrent)	CODE
LOW	examples/plugins/EventHandler.lua	142	function onTorrentTrackerStatusesUpdated(torrent, updatedTrackers)	CODE
LOW	src/base/http/connection.h	41	class IRequestHandler;	CODE
LOW	src/base/http/irequesthandler.h	37	class IRequestHandler	CODE
LOW	src/base/http/server.h	39	class IRequestHandler;	CODE

Empty Error Handlers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	src/searchengine/nova3/socks.py	322	except socket.error:	CODE
HIGH	src/searchengine/nova3/helpers.py	118	except IndexError:	CODE

Deep Nesting8 hits · 8 pts

Severity	File	Line	Context
LOW	…flows/helper/pre-commit/check_webui_translation_tag.py	97	CODE
LOW	…flows/helper/pre-commit/check_webui_translation_tag.py	124	CODE
LOW	…b/workflows/helper/pre-commit/check_translation_tag.py	36	CODE
LOW	src/searchengine/nova3/socks.py	187	CODE
LOW	src/searchengine/nova3/socks.py	480	CODE
LOW	src/searchengine/nova3/nova2.py	154	CODE
LOW	src/searchengine/nova3/helpers.py	73	CODE
LOW	src/webui/www/tstool.py	59	CODE

Excessive Try-Catch Wrapping5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	src/searchengine/nova3/socks.py	82	except Exception as e:	CODE
LOW	src/searchengine/nova3/nova2.py	147	except Exception:	CODE
LOW	src/searchengine/nova3/nova2.py	215	except Exception:	CODE
LOW	src/webui/www/tstool.py	64	except Exception:	CODE
LOW	src/webui/www/tstool.py	138	except Exception:	CODE

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/searchengine/nova3/socks.py	645	# Check if the destination address provided is an IP address	COMMENT
LOW	src/searchengine/nova3/helpers.py	109	# Check if it is gzipped	COMMENT
LOW	src/searchengine/nova3/helpers.py	143	# Check if it is gzipped	COMMENT

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/searchengine/nova3/socks.py	187		CODE

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/searchengine/nova3/socks.py	55		CODE

qbittorrent/qBittorrent

Open-Source Code Quality, Security and Technical Debt Review