3.5

Adjusted Signal

3.5

Raw Pattern Score

100%

Time Factor

2026-10-11

Last Push

10.6K

Stars

C++

Language

412.9K

Lines of Code

1.6K

Files

1.5K

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 15.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1528 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1 finding(s).

PR Review Velocity Impact 17.2/100 · LOW

Which changes need focused human review? 1530 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 2HIGH 0MEDIUM 4LOW 1524

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 1530 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 Block1519 hits · 1398 pts

Severity	File	Line	Snippet	Context
LOW	changelog.txt	121	//10 没有使用，单独给mac的一个版本做尝试	COMMENT
LOW	src/scintillaeditview.cpp	1	#include "scintillaeditview.h"	COMMENT
LOW	src/scintillaeditview.cpp	21	#include <Qsci/qscilexercoffeescript.h>	COMMENT
LOW	src/scintillaeditview.cpp	41	#include <Qsci/qscilexerpascal.h>	COMMENT
LOW	src/scintillaeditview.cpp	61	#include <Qsci/qscilexerglobal.h>	COMMENT
LOW	src/scintillaeditview.cpp	3221	// If there is no column mode info available, no need to do anything	COMMENT
LOW	src/qtlangset.cpp	1	#include "qtlangset.h"	COMMENT
LOW	src/qtlangset.cpp	1541	{	COMMENT
LOW	src/qtlangset.cpp	1781	}	COMMENT
LOW	src/qtlangset.cpp	1801	// QColor blackColor3(0x7f7f00);	COMMENT
LOW	src/qtlangset.cpp	1821	// }	COMMENT
LOW	src/qtlangset.cpp	1841	// pLexer->setColor(QtLangSet::s_darkColorMap.value(pLexer->color(i).name()), i);	COMMENT
LOW	src/qtlangset.cpp	1861	//这个函数没有处理自定义语言。	COMMENT
LOW	src/findwin.cpp	1	#include "findwin.h"	COMMENT
LOW	src/findcmpwin.h	21	// int lineNum;	COMMENT
LOW	src/qscidisplaywindow.cpp	1	#include "qscidisplaywindow.h"	COMMENT
LOW	src/encodeconvert.cpp	1	#include "encodeconvert.h"	COMMENT
LOW	src/encodeconvert.cpp	381	{	COMMENT
LOW	src/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	src/findcmpwin.cpp	201	{	COMMENT
LOW	src/rgba_icons.h	1	// This file is part of Notepad-- project	COMMENT
LOW	src/findresultview.cpp	201	//��1��У��һ��	COMMENT
LOW	src/main.cpp	1	#include "ccnotepad.h"	COMMENT
LOW	src/main.cpp	21	#include <QWidget>	COMMENT
LOW	src/main.cpp	121	int main(int argc, char *argv[])	COMMENT
LOW	src/scintillaeditview.h	1	#pragma once	COMMENT
LOW	src/findresultwin.cpp	1	#include "findresultwin.h"	COMMENT
LOW	src/include/pluginGl.h	1	#pragma once	COMMENT
LOW	src/plugin/helloworld/helloworldexport.cpp	1	#include <qobject.h>	COMMENT
LOW	src/plugin/helloworld/CMakeLists.txt	41	# set_target_properties(${PROJECT_NAME} PROPERTIES RUNTIME_OUTPUT_DIRECTORY ${notepad--_BINARY_DIR}/bin/plugin)	COMMENT
LOW	src/plugin/test/test.cpp	1	#include <qobject.h>	COMMENT
LOW	src/qscint/Python/project.py	1	# This is the build script for the QScintilla Python bindings.	COMMENT
LOW	src/qscint/scintilla/boostregex/BoostRegExSearch.cpp	21	#include "UniqueString.h"	COMMENT
LOW	…c/qscint/scintilla/boostregex/UTF8DocumentIterator.cpp	1	// This file is part of Notepad-- project	COMMENT
LOW	…c/qscint/scintilla/boostregex/UTF8DocumentIterator.cpp	21	#include "ILexer.h"	COMMENT
LOW	src/qscint/scintilla/boostregex/UTF8DocumentIterator.h	1	// This file is part of Notepad-- project	COMMENT
LOW	src/qscint/scintilla/boostregex/AnsiDocumentIterator.h	1	// This file is part of Notepad-- project	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/regex.hpp	21		COMMENT
LOW	src/qscint/scintilla/boostregex/boost/config.hpp	1	// Boost config.hpp configuration header file ------------------------------//	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/config.hpp	21	#if !defined(BOOST_USER_CONFIG) && !defined(BOOST_NO_USER_CONFIG)	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/config.hpp	41		COMMENT
LOW	src/qscint/scintilla/boostregex/boost/config.hpp	61	#include <boost/config/detail/suffix.hpp>	COMMENT
LOW	…qscint/scintilla/boostregex/boost/current_function.hpp	1	#ifndef BOOST_CURRENT_FUNCTION_HPP_INCLUDED	COMMENT
LOW	…/qscint/scintilla/boostregex/boost/throw_exception.hpp	1	#ifndef BOOST_THROW_EXCEPTION_HPP_INCLUDED	COMMENT
LOW	…/qscint/scintilla/boostregex/boost/throw_exception.hpp	21	//	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/regex_fwd.hpp	21	#define BOOST_REGEX_FWD_HPP	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	1	// boost cstdint.hpp header file ------------------------------------------//	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	21		COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	41	//	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	61	# ifdef __hpux	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	201		COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	301	typedef unsigned __int32 uint_fast32_t;	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	421	//	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	441	//	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	461	# define UINT16_C(value) value##ui16	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	481	# define UINT8_C(value) static_cast<boost::uint8_t>(value##u)	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	501		COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	521	# endif	COMMENT
LOW	src/qscint/scintilla/boostregex/boost/cstdint.hpp	541		COMMENT
LOW	…int/scintilla/boostregex/boost/config/assert_cxx11.hpp	1	// This file was automatically generated on Tue Aug 17 16:27:31 2021	COMMENT
1459 more matches not shown…

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/qscint/doc/html/jquery.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE
CRITICAL	src/qscint/doc/html/jquery.js	8	(function(t){"function"==typeof define&&define.amd?define(["jquery"],t):t(jQuery)})(function(t){function e(t){for(var e=	CODE

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/qscint/Python/project.py	5	# This file is part of QScintilla.	COMMENT
MEDIUM	src/qscint/Python/project.py	17	# This file is provided AS IS with NO WARRANTY OF ANY KIND, INCLUDING THE	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/qscint/scintilla/lexers/LexPowerPro.cpp	25	// - Modified HasFunction function to be a bit more robust	COMMENT
MEDIUM	src/qscint/scintilla/lexers/LexBatch.cpp	72	// Need a more robust algorithm to properly toggle Regular Keyword Checking	COMMENT

Verbosity Indicators4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	src/qscint/scintilla/lexers/LexPascal.cpp	38	- Folding of code blocks on appropriate keywords (the following code blocks are	CODE
LOW	src/qscint/scintilla/lexers/LexCmake.cpp	266	// We need to check if the previous line has a \ in it...	COMMENT
LOW	src/qscint/scintilla/lexers/LexNsis.cpp	406	// We need to check if the previous line has a \ in it...	COMMENT
LOW	src/qscint/src/xmlMatchedTagsHighlighter.cpp	301	// First we need to check if this is a self-closing tag.	COMMENT

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/qscint/Python/project.py	193	def _add_internal_lib_sources(self):	CODE

cxasm/notepad--

Open-Source Code Quality, Security and Technical Debt Review