0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

12.6K

Stars

C++

Language

238.8K

Lines of Code

505

Files

166

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 3.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 152 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 1.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 17 finding(s).

PR Review Velocity Impact 4.0/100 · LOW

Which changes need focused human review? 166 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 15LOW 151

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 166 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 Block144 hits · 144 pts

Severity	File	Line	Snippet	Context
LOW	plugins/itemfakevim/itemfakevim.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemfakevim/itemfakevim.cpp	21	#include <QRegularExpression>	COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimactions.h	1	// Copyright (C) 2016 The Qt Company Ltd.	COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimhandler.cpp	1	// Copyright (C) 2016 The Qt Company Ltd.	COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimhandler.cpp	21	// Do not pass QTextCursor etc around unless really needed. Convert	COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimhandler.cpp	41	#include <QObject>	COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimhandler.cpp	61		COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimhandler.cpp	81	# define KEY_DEBUG(s)	COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimhandler.cpp	101	#define MoveAnchor QTextCursor::MoveAnchor	COMMENT
LOW	plugins/itemfakevim/fakevim/fakevimhandler.cpp	2621	#endif	COMMENT
LOW	plugins/itemfakevim/fakevim/private/fakevim_export.h	1	#pragma once	COMMENT
LOW	plugins/itemtext/itemtext.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemsync/itemsync.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemsync/itemsync.cpp	21	#include <QDir>	COMMENT
LOW	plugins/itemsync/filewatcher.h	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemsync/filewatcher.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemsync/filewatcher.cpp	41	// Cloud sync agents (OneDrive, Dropbox) and SMB/CIFS mounts may briefly lock	COMMENT
LOW	plugins/itemencrypted/itemencrypted.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemtags/itemtags.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemnotes/itemnotes.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itemimage/itemimage.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	plugins/itempinned/itempinned.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	utils/bump_version.sh	1	#!/bin/bash	COMMENT
LOW	utils/github/draft-release.sh	1	#!/usr/bin/env bash	COMMENT
LOW	utils/github/draft-release.sh	21	# Requirements:	COMMENT
LOW	docs/conf.py	1	#!/usr/bin/env python3	COMMENT
LOW	docs/conf.py	21	# import sys	COMMENT
LOW	docs/conf.py	41	#	COMMENT
LOW	docs/conf.py	61	#release = ''	COMMENT
LOW	docs/conf.py	81		COMMENT
LOW	docs/autobuild.sh	1	#!/bin/bash	COMMENT
LOW	qxt/qxtglobalshortcut_x11.cpp	41	#include <QLoggingCategory>	COMMENT
LOW	qxt/qxtglobalshortcut_x11.cpp	241	});	COMMENT
LOW	qxt/xcbkeyboard.h	41	// Following definitions and table are taken from	COMMENT
LOW	qxt/xcbkeyboard.h	61	#endif	COMMENT
LOW	qxt/xcbkeyboard.h	81	#define XK_KP_Down 0xFF99	COMMENT
LOW	qxt/xcbkeyboard.h	101	#define XF86XK_MonBrightnessUp 0x1008FF02	COMMENT
LOW	qxt/xcbkeyboard.h	121	#define XF86XK_ToDoList 0x1008FF1F	COMMENT
LOW	qxt/xcbkeyboard.h	141	#define XF86XK_History 0x1008FF37	COMMENT
LOW	qxt/xcbkeyboard.h	161	#define XF86XK_LaunchB 0x1008FF4B	COMMENT
LOW	qxt/xcbkeyboard.h	181	#define XF86XK_Game 0x1008FF5E	COMMENT
LOW	qxt/xcbkeyboard.h	201	#define XF86XK_RotationKB 0x1008FF76	COMMENT
LOW	qxt/xcbkeyboard.h	221	#define XF86XK_Music 0x1008FF92	COMMENT
LOW	src/main.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/app/clipboardserver.h	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/app/clipboardclient.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/app/clipboardserver.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/app/clipboardserver.cpp	21	#include "gui/iconfactory.h"	COMMENT
LOW	src/app/clipboardserver.cpp	41	#include <QSessionManager>	COMMENT
LOW	src/app/clipboardmonitor.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/app/app.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/miniaudio/CMakeLists.txt	1	# Build miniaudio implementation without coverage instrumentation.	COMMENT
LOW	src/miniaudio/miniaudio_impl.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/platform/win/winplatformwindow.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/platform/win/winplatform.cpp	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/platform/win/winplatform.cpp	21	#include <QWidget>	COMMENT
LOW	src/platform/mac/copyqpasteboardmime.mm	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/platform/mac/macplatformwindow.mm	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/platform/mac/macclipboard.mm	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
LOW	src/platform/mac/macplatform.mm	1	// SPDX-License-Identifier: GPL-3.0-or-later	COMMENT
84 more matches not shown…

Decorative Section Separators14 hits · 48 pts

Severity	File	Line	Snippet	Context
MEDIUM	utils/github/draft-release.sh	39	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	41	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	67	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	69	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	87	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	89	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	100	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	102	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	148	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	utils/github/draft-release.sh	150	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	utils/github/draft-release.sh	180	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	utils/github/draft-release.sh	182	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	utils/github/draft-release.sh	192	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	utils/github/draft-release.sh	194	# ---------------------------------------------------------------------------	COMMENT

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	utils/fix-translations.py	16	CODE
LOW	utils/script_docs_to_cpp.py	57	CODE
LOW	utils/update_icon_font.py	47	CODE

Hyper-Verbose Identifiers3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	utils/update_icon_font.py	38	def write_header_file_preamble(header_file):	CODE
LOW	utils/update_icon_font.py	47	def write_icon_list_header_file(header_icon_list, icons):	CODE
LOW	shared/gnome-extension/extension.js	71	function metaSelectionTypeFromClipboardType(clipboardType) {	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/conf.py	7	# This file is execfile()d with the current directory set to its	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	utils/github/draft-release.sh	27	# Usage:	COMMENT

hluk/CopyQ

Open-Source Code Quality, Security and Technical Debt Review