swig/swig

3.5

Adjusted Score

3.5

Raw Score

100%

Time Factor

2026-07-11

Last Push

6.3K

Stars

SWIG

Language

274.9K

Lines of Code

3.3K

Files

599

Pattern Hits

2026-07-14

Scan Date

0.01

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 10HIGH 32MEDIUM 82LOW 475

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 599 distinct pattern matches across 18 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Unused Imports290 hits · 290 pts

Severity	File	Line	Context
LOW	Tools/mkdist.py	6	CODE
LOW	Tools/mkrelease.py	5	CODE
LOW	Examples/python/varargs/runme.py	3	CODE
LOW	Examples/python/import_packages/from_init1/runme.py	15	CODE
LOW	…python/import_packages/from_init1/py3/pkg2/__init__.py	1	CODE
LOW	…amples/python/import_packages/relativeimport2/runme.py	15	CODE
LOW	Examples/python/import_packages/module_is_init/runme.py	2	CODE
LOW	…amples/python/import_packages/relativeimport3/runme.py	15	CODE
LOW	…amples/python/import_packages/relativeimport1/runme.py	15	CODE
LOW	Examples/python/import_packages/from_init2/runme.py	15	CODE
LOW	…python/import_packages/from_init2/py3/pkg2/__init__.py	1	CODE
LOW	Examples/python/import_packages/from_init3/runme.py	15	CODE
LOW	…python/import_packages/from_init3/py3/pkg2/__init__.py	1	CODE
LOW	Examples/test-suite/python/cpp_static_runme.py	1	CODE
LOW	…/test-suite/python/cpp17_using_pack_expansion_runme.py	1	CODE
LOW	…st-suite/python/using_member_typedef_overload_runme.py	1	CODE
LOW	Examples/test-suite/python/profiletest_runme.py	1	CODE
LOW	…test-suite/python/cpp11_rvalue_reference_move_runme.py	1	CODE
LOW	Examples/test-suite/python/constructor_rename_runme.py	1	CODE
LOW	Examples/test-suite/python/array_member_runme.py	1	CODE
LOW	…mples/test-suite/python/smart_pointer_typedef_runme.py	1	CODE
LOW	Examples/test-suite/python/li_std_vector_extra_runme.py	1	CODE
LOW	Examples/test-suite/python/python_pickle_runme.py	4	CODE
LOW	…mples/test-suite/python/rename_rstrip_encoder_runme.py	1	CODE
LOW	Examples/test-suite/python/input_runme.py	1	CODE
LOW	…uite/python/cpp11_variadic_function_templates_runme.py	1	CODE
LOW	Examples/test-suite/python/director_exception_runme.py	1	CODE
LOW	Examples/test-suite/python/cpp20_concepts_runme.py	1	CODE
LOW	Examples/test-suite/python/empty_runme.py	1	CODE
LOW	…les/test-suite/python/template_typedef_import_runme.py	1	CODE
LOW	…les/test-suite/python/template_typedef_import_runme.py	2	CODE
LOW	Examples/test-suite/python/typemap_namespace_runme.py	1	CODE
LOW	…est-suite/python/li_boost_shared_ptr_director_runme.py	1	CODE
LOW	…amples/test-suite/python/cpp11_std_unique_ptr_runme.py	1	CODE
LOW	…s/test-suite/python/template_class_reuse_name_runme.py	1	CODE
LOW	Examples/test-suite/python/virtual_derivation_runme.py	1	CODE
LOW	Examples/test-suite/python/template_ns4_runme.py	1	CODE
LOW	Examples/test-suite/python/default_arg_values_runme.py	1	CODE
LOW	Examples/test-suite/python/refcount_runme.py	1	CODE
LOW	…ples/test-suite/python/cpp17_u8_char_literals_runme.py	1	CODE
LOW	…test-suite/python/using_nested_member_typedef_runme.py	1	CODE
LOW	…suite/python/cpp11_director_using_constructor_runme.py	1	CODE
LOW	…/test-suite/python/doxygen_translate_all_tags_runme.py	3	CODE
LOW	…/test-suite/python/doxygen_translate_all_tags_runme.py	4	CODE
LOW	Examples/test-suite/python/overload_numeric_runme.py	2	CODE
LOW	Examples/test-suite/python/overload_numeric_runme.py	3	CODE
LOW	…ples/test-suite/python/overload_template_fast_runme.py	1	CODE
LOW	…les/test-suite/python/cpp11_shared_ptr_upcast_runme.py	1	CODE
LOW	Examples/test-suite/python/li_std_wstream_runme.py	1	CODE
LOW	Examples/test-suite/python/director_shared_ptr_runme.py	1	CODE
LOW	Examples/test-suite/python/director_nested_runme.py	1	CODE
LOW	Examples/test-suite/python/li_boost_shared_ptr_runme.py	2	CODE
LOW	…st-suite/python/using_member_typedef_template_runme.py	1	CODE
LOW	Examples/test-suite/python/smart_pointer_multi_runme.py	1	CODE
LOW	Examples/test-suite/python/name_warnings_runme.py	1	CODE
LOW	…ples/test-suite/python/smart_pointer_overload_runme.py	1	CODE
LOW	…es/test-suite/python/cpp20_spaceship_operator_runme.py	1	CODE
LOW	…-suite/python/template_templated_constructors_runme.py	1	CODE
LOW	…amples/test-suite/python/nested_template_base_runme.py	1	CODE
LOW	…amples/test-suite/python/smart_pointer_member_runme.py	1	CODE
230 more matches not shown…

Over-Commented Block144 hits · 144 pts

Severity	File	Line	Snippet	Context
LOW	CCache/snprintf.c	61		COMMENT
LOW	CCache/snprintf.c	81	/* make the compiler happy with an empty file */	COMMENT
LOW	CCache/snprintf.c	121	/* format flags - Bits */	COMMENT
LOW	CCache/ccache.h	1	#include "ccache_swig_config.h"	COMMENT
LOW	CCache/ccache.h	21	#include <sys/mman.h>	COMMENT
LOW	CCache/ccache.h	41	#endif	COMMENT
LOW	Tools/ci-repro/run.sh	1	#!/bin/bash	COMMENT
LOW	Source/DOH/doh.h	41	#define DohCopy DOH_NAMESPACE(Copy)	COMMENT
LOW	Source/DOH/doh.h	61	#define DohSetDouble DOH_NAMESPACE(SetDouble)	COMMENT
LOW	Source/DOH/doh.h	81	#define DohChop DOH_NAMESPACE(Chop)	COMMENT
LOW	Source/DOH/doh.h	101	#define DohStrchr DOH_NAMESPACE(Strchr)	COMMENT
LOW	Source/DOH/doh.h	121	#define DohVoidType DOH_NAMESPACE(VoidType)	COMMENT
LOW	Source/DOH/doh.h	141	* names are used.	COMMENT
LOW	Source/DOH/doh.h	361	} DohFuncPtr_t;	COMMENT
LOW	Source/DOH/doh.h	381	#define Delitem DohDelitem	COMMENT
LOW	Source/DOH/doh.h	401	#define Getc DohGetc	COMMENT
LOW	Source/DOH/doh.h	421	#define SetDouble DohSetDouble	COMMENT
LOW	Source/DOH/doh.h	441	#define NewFileFromFile DohNewFileFromFile	COMMENT
LOW	Source/DOH/doh.h	461	#define First DohFirst	COMMENT
LOW	Source/DOH/doh.h	501	#pragma GCC poison abort exit	COMMENT
LOW	Source/Swig/swig.h	61		COMMENT
LOW	Source/Swig/swig.h	81		COMMENT
LOW	Source/Swig/swigscan.h	41	#define SWIG_TOKEN_SEMI 3 /* ; */	COMMENT
LOW	Source/Swig/swigscan.h	61	#define SWIG_TOKEN_CHAR 23 /* 'charconst' */	COMMENT
LOW	Source/Swig/swigscan.h	81	#define SWIG_TOKEN_STAR 102 /* * */	COMMENT
LOW	Source/Swig/swigscan.h	101	#define SWIG_TOKEN_RSHIFT 122 /* >> */	COMMENT
LOW	Source/Include/swigwarn.h	61		COMMENT
LOW	Source/Include/swigwarn.h	81	/* Unused since 1.3.18: #define WARN_PARSE_TEMPLATE_PARTIAL 311 */	COMMENT
LOW	Source/Include/swigwarn.h	101	#define WARN_PARSE_TEMPLATE_NESTED 331	COMMENT
LOW	Source/Include/swigwarn.h	121	#define WARN_IGNORE_OPERATOR_AND 358 /* & */	COMMENT
LOW	Source/Include/swigwarn.h	141	#define WARN_IGNORE_OPERATOR_NOTEQUAL 378 /* != */	COMMENT
LOW	Source/Include/swigwarn.h	161		COMMENT
LOW	Source/Include/swigwarn.h	181	#define WARN_TYPEMAP_OUT_UNDEF 461	COMMENT
LOW	Source/Include/swigwarn.h	201		COMMENT
LOW	Source/Include/swigwarn.h	221	#define WARN_LANG_PORTABILITY_FILENAME 518	COMMENT
LOW	Source/Include/swigwarn.h	241		COMMENT
LOW	Source/Include/swigwarn.h	281	#define WARN_C_UNSUPPORTTED 761	COMMENT
LOW	Source/Include/swigwarn.h	301	#define WARN_JAVA_TYPEMAP_INTERFACECODE_UNDEF 821	COMMENT
LOW	Source/Include/swigwarn.h	321	#define WARN_CSHARP_TYPEMAP_CSDIRECTOROUT_UNDEF 840	COMMENT
LOW	.agents/skills/swig-test/test-configured-languages.sh	1	#!/bin/bash	COMMENT
LOW	.agents/skills/swig-test/test-configured-languages.sh	21	# TARGET is a test-suite make target including its suffix, for example:	COMMENT
LOW	.agents/skills/swig-test/test-configured-languages.sh	41	# else c++17. The C standard is derived from it as CI	COMMENT
LOW	Examples/perl5/extend/runme.pl	41		COMMENT
LOW	Examples/go/extend/runme.go	21	// Create a new EmployeeList instance. This class does not	COMMENT
LOW	Examples/go/extend/runme.go	41	// Employee*. Previously, Go resolved the call immediately in	COMMENT
LOW	Examples/go/director/director.go	21	// The IsFooBarGo method ensures that FooBarGo is a superset of FooBarAbstract.	COMMENT
LOW	Examples/python/extend/runme.py	41	e = e.__disown__()	COMMENT
LOW	…les/python/import_packages/same_modnames1/pkg2/foo.hpp	1	#ifndef PKG2_FOO_HPP	COMMENT
LOW	…les/python/import_packages/same_modnames1/pkg1/foo.hpp	1	#ifndef PKG1_FOO_HPP	COMMENT
LOW	…les/python/import_packages/from_init1/py3/pkg2/foo.hpp	1	#ifndef PY3_PKG2_FOO_HPP	COMMENT
LOW	…les/python/import_packages/from_init1/py3/pkg2/bar.hpp	1	#ifndef PY3_PKG2_BAR_HPP	COMMENT
LOW	…ython/import_packages/relativeimport2/py3/pkg2/bar.hpp	1	#ifndef PY3_PKG2_HPP	COMMENT
LOW	…rt_packages/relativeimport2/py3/pkg2/pkg3/pkg4/foo.hpp	1	#ifndef PY3_PKG2_PKG3_PKG4	COMMENT
LOW	…ython/import_packages/relativeimport3/py3/pkg2/bar.hpp	1	#ifndef PY3_PKG2_BAR_HPP	COMMENT
LOW	…/import_packages/relativeimport3/py3/pkg2/pkg3/foo.hpp	1	#ifndef PY3_PKG2_PKG3_FOO_HPP	COMMENT
LOW	…les/python/import_packages/same_modnames2/pkg1/foo.hpp	1	#ifndef PKG1_FOO_HPP	COMMENT
LOW	…ython/import_packages/same_modnames2/pkg1/pkg2/foo.hpp	1	#ifndef PKG1_PKG2_FOO_HPP	COMMENT
LOW	…ython/import_packages/relativeimport1/py3/pkg2/bar.hpp	1	#ifndef PY3_PKG2_BAR_HPP	COMMENT
LOW	…/import_packages/relativeimport1/py3/pkg2/pkg3/foo.hpp	1	#ifndef PY3_PKG2_PKG3_FOO_HPP	COMMENT
LOW	…les/python/import_packages/from_init2/py3/pkg2/bar.hpp	1	#ifndef PY3_PKG2_BAR_HPP	COMMENT
84 more matches not shown…

Self-Referential Comments48 hits · 118 pts

Severity	File	Line	Snippet	Context
MEDIUM	CCache/util.c	446	"# This file is a cache directory tag created by ccache.\n"	CODE
MEDIUM	Examples/perl5/extend/runme.pl	19	# Create an instance of our employee extension class, CEO. The calls to	COMMENT
MEDIUM	Examples/perl5/extend/runme.pl	29	# Create a new EmployeeList instance. This class does not have a C++	COMMENT
MEDIUM	Examples/perl5/value/runme.pl	5	# Create a couple of a vectors	COMMENT
MEDIUM	Examples/perl5/callback/runme.pl	16	# Create an Caller instance	COMMENT
MEDIUM	Examples/python/extend/runme.py	19	# Create an instance of our employee extension class, CEO. The calls to	COMMENT
MEDIUM	Examples/python/extend/runme.py	29	# Create a new EmployeeList instance. This class does not have a C++	COMMENT
MEDIUM	Examples/python/callback/runme.py	16	# Create an Caller instance	COMMENT
MEDIUM	Examples/php/extend/runme.php	13	# Create an instance of our employee extension class, CEO. The calls to	COMMENT
MEDIUM	Examples/php/extend/runme.php	22	# Create a new EmployeeList instance. This class does not have a C++	COMMENT
MEDIUM	Examples/php/callback/runme.php	13	# Create an Caller instance	COMMENT
MEDIUM	Examples/octave/extend/runme.m	15	# Create an instance of our employee extension class, CEO. The calls to	COMMENT
MEDIUM	Examples/octave/extend/runme.m	25	# Create a new EmployeeList instance. This class does not have a C++	COMMENT
MEDIUM	Examples/octave/callback/runme.m	12	# Create an Caller instance	COMMENT
MEDIUM	Examples/test-suite/ruby/director_wombat_runme.rb	50	# Create a MyBar instance...	COMMENT
MEDIUM	Examples/ruby/value/runme.rb	5	# Create a couple of a vectors	COMMENT
MEDIUM	Examples/ruby/free_function/runme.rb	5	# Create an animal and zoo	COMMENT
MEDIUM	Examples/ruby/free_function/runme.rb	38	# This method is no longer valid since the zoo freed the underlying	COMMENT
MEDIUM	Doc/Manual/Python.html	1743	>>> f = Foo() # Create a Foo	CODE
MEDIUM	Doc/Manual/Python.html	1823	>>> f = Foo() # Create a Foo	CODE
MEDIUM	Doc/Manual/Python.html	2198	>>> p = example.CreateFoo() # Create a smart-pointer somehow	CODE
MEDIUM	Doc/Manual/Python.html	2984	>>> v = Object() # Create an object	CODE
MEDIUM	Doc/Manual/Python.html	2985	>>> n = Node() # Create a node	CODE
MEDIUM	Doc/Manual/Python.html	3627	# This module provides wrappers to the Whizz Bang library	COMMENT
MEDIUM	Doc/Manual/Python.html	3648	# This module provides wrappers to the Whizz Bang library	COMMENT
MEDIUM	Doc/Manual/Tcl.html	1166	% Foo x # Create a Foo object	CODE
MEDIUM	Doc/Manual/Tcl.html	1188	% set b [Bar] # Create a Bar	CODE
MEDIUM	Doc/Manual/Tcl.html	1336	% Foo f # Create a Foo	CODE
MEDIUM	Doc/Manual/Tcl.html	1337	% Bar b # Create a Bar	CODE
MEDIUM	Doc/Manual/Tcl.html	1373	% Foo f # Create a Foo	CODE
MEDIUM	Doc/Manual/Tcl.html	1448	% Foo f # Create a Foo	CODE
MEDIUM	Doc/Manual/Tcl.html	1809	% set p [CreateFoo] # Create a smart-pointer somehow	CODE
MEDIUM	Doc/Manual/Tcl.html	2057	% Object v # Create an object	CODE
MEDIUM	Doc/Manual/Tcl.html	2058	% Node n # Create a node	CODE
MEDIUM	Doc/Manual/Tcl.html	3235	# Create a procedure	COMMENT
MEDIUM	Doc/Manual/Tcl.html	3246	set a [Array double 100] ;# Create a double [100]	CODE
MEDIUM	Doc/Manual/Tcl.html	3253	set ia [Array int 50] ;# Create an int[50]	CODE
MEDIUM	Doc/Manual/Tcl.html	3301	# Create the new object	COMMENT
MEDIUM	Doc/Manual/SWIG.html	3124	>>> v = Vector(3, 4, 0) # Create a new vector	CODE
MEDIUM	Doc/Manual/SWIG.html	3390	$o = CreateObject(); # Create an object somehow	CODE
MEDIUM	Doc/Manual/Perl5.html	2184	@a = ("Dave", "Mike", "John", "Mary"); # Create an array of strings	CODE
MEDIUM	Doc/Manual/Library.html	480	a = new_doubleArray(10) # Create an array	CODE
MEDIUM	Doc/Manual/Library.html	1819	>>> iv = IntVector(4) # Create an vector<int>	CODE
MEDIUM	Doc/Manual/SWIGPlus.html	844	x = List() # Create a list	CODE
MEDIUM	Doc/Manual/SWIGPlus.html	2130	>>> f = Foo() # Create a Foo	CODE
MEDIUM	Doc/Manual/Ruby.html	1034	<pre>irb(main):001:0> <b>f = Foo.new</b> # Create a Foo	CODE
MEDIUM	Doc/Manual/Ruby.html	1533	<pre>irb(main):001:0> <b>p = Example::CreateFoo()</b> # Create a smart-pointer somehow	CODE
MEDIUM	Doc/Manual/Ruby.html	4508	# Create the makefile	COMMENT

Hallucination Indicators10 hits · 100 pts

Severity	File	Line	Snippet	Context
CRITICAL	Examples/test-suite/java/nspacemove_runme.java	22	nspacemovePackage.Ooter.Extra.Inner1.Color.colorStaticMethod(20.0);	CODE
CRITICAL	Examples/test-suite/java/nspacemove_runme.java	23	nspacemovePackage.Ooter.Extra.Inner1.Color created = nspacemovePackage.Ooter.Extra.Inner1.Color.create();	CODE
CRITICAL	Examples/test-suite/java/nspacemove_runme.java	43	nspacemovePackage.Ooter.Extra.Inner1.Color.setStaticMemberVariable(789);	CODE
CRITICAL	Examples/test-suite/java/nspacemove_runme.java	44	if (nspacemovePackage.Ooter.Extra.Inner1.Color.getStaticMemberVariable() != 789)	CODE
CRITICAL	Examples/test-suite/lua/nspacemove_runme.lua	15	color2 = ns.Ooter.Extra.Inner1.Color.create()	CODE
CRITICAL	Examples/test-suite/lua/nspacemove_runme.lua	27	ns.Ooter.Extra.Inner1.Color.colorStaticMethod(30.0)	CODE
CRITICAL	Examples/test-suite/csharp/nspacemove_runme.cs	15	nspacemoveNamespace.Ooter.Extra.Inner1.Color.colorStaticMethod(20.0);	CODE
CRITICAL	Examples/test-suite/csharp/nspacemove_runme.cs	16	nspacemoveNamespace.Ooter.Extra.Inner1.Color created = nspacemoveNamespace.Ooter.Extra.Inner1.Color.create();	CODE
CRITICAL	Examples/test-suite/javascript/nspacemove_runme.js	9	nspacemove.Ooter.Extra.Inner1.Color.colorStaticMethod(20.0);	CODE
CRITICAL	Examples/test-suite/javascript/nspacemove_runme.js	10	var created = nspacemove.Ooter.Extra.Inner1.Color.create();	CODE

Cross-File Repetition19 hits · 95 pts

Severity	File	Snippet	Context
HIGH	…t-suite/python/doxygen_basic_translate_style3_runme.py	\ brief description. the comment text. author: some author :rtype: int :return: some number see also: function2	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style2_runme.py	\ brief description. the comment text. author: some author :rtype: int :return: some number see also: function2	STRING
HIGH	…les/test-suite/python/doxygen_basic_translate_runme.py	\ brief description. the comment text. author: some author :rtype: int :return: some number see also: function2	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style3_runme.py	a test of a very very very very very very very very very very very very very very very very very very very very very lon	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style2_runme.py	a test of a very very very very very very very very very very very very very very very very very very very very very lon	STRING
HIGH	…les/test-suite/python/doxygen_basic_translate_runme.py	a test of a very very very very very very very very very very very very very very very very very very very very very lon	STRING
HIGH	…s/test-suite/python/doxygen_basic_notranslate_runme.py	a test of a very very very very very very very very very very very very very very very very very very very very very lon	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style3_runme.py	overload 1: a test for overloaded functions this is function one \| overload 2: a test for overloaded functions t	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style2_runme.py	overload 1: a test for overloaded functions this is function one \| overload 2: a test for overloaded functions t	STRING
HIGH	…les/test-suite/python/doxygen_basic_translate_runme.py	overload 1: a test for overloaded functions this is function one \| overload 2: a test for overloaded functions t	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style3_runme.py	\ test for default args :type a: int, optional :param a: some parameter, default is 42	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style2_runme.py	\ test for default args :type a: int, optional :param a: some parameter, default is 42	STRING
HIGH	…les/test-suite/python/doxygen_basic_translate_runme.py	\ test for default args :type a: int, optional :param a: some parameter, default is 42	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style3_runme.py	\ test for a parameter with difficult type (mostly for python) :type a: :py:class:`shape` :param a: very strange param	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style2_runme.py	\ test for a parameter with difficult type (mostly for python) :type a: :py:class:`shape` :param a: very strange param	STRING
HIGH	…les/test-suite/python/doxygen_basic_translate_runme.py	\ test for a parameter with difficult type (mostly for python) :type a: :py:class:`shape` :param a: very strange param	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style3_runme.py	\ multiple parameters test. :type y: float :param y: vertical coordinate. :type x: float :param x: horizontal coordinate	STRING
HIGH	…t-suite/python/doxygen_basic_translate_style2_runme.py	\ multiple parameters test. :type y: float :param y: vertical coordinate. :type x: float :param x: horizontal coordinate	STRING
HIGH	…les/test-suite/python/doxygen_basic_translate_runme.py	\ multiple parameters test. :type y: float :param y: vertical coordinate. :type x: float :param x: horizontal coordinate	STRING

Cross-Language Confusion (JS/TS)11 hits · 78 pts

Severity	File	Line	Snippet	Context
HIGH⚡	Examples/test-suite/javascript/typedef_inherit_runme.js	8	print("Whoa! Bad return" + x);	CODE
HIGH⚡	Examples/test-suite/javascript/typedef_inherit_runme.js	12	print("Whoa! Bad return" + x);	CODE
HIGH⚡	Examples/test-suite/javascript/typedef_inherit_runme.js	19	print("Whoa! Bad return" + x);	CODE
HIGH⚡	Examples/test-suite/javascript/typedef_inherit_runme.js	23	print ("Whoa! Bad return" + x);	CODE
HIGH⚡	Examples/test-suite/javascript/typedef_inherit_runme.js	27	print ("Whoa! Bad return" + x);	CODE
HIGH	Examples/test-suite/javascript/typedef_scope_runme.js	6	print("Failed!!");	CODE
HIGH	Examples/test-suite/javascript/typedef_scope_runme.js	10	print("Failed!!");	CODE
HIGH⚡	Examples/test-suite/javascript/cpp_enum_runme.js	6	print(f.hola);	CODE
HIGH⚡	Examples/test-suite/javascript/cpp_enum_runme.js	12	print(f.hola);	CODE
HIGH⚡	Examples/test-suite/javascript/cpp_enum_runme.js	19	print(f.hola);	CODE
HIGH⚡	Examples/test-suite/javascript/cpp_enum_runme.js	25	print(cpp_enum.Foo.hi);	CODE

Slop Phrases23 hits · 44 pts

Severity	File	Line	Snippet	Context
MEDIUM	Examples/octave/callback/runme.m	49	# to manually drop the octave-side reference, you can use	COMMENT
MEDIUM	Doc/Devel/wrapobj.html	180	Here is a simple example of how these functions are used. Suppose	CODE
MEDIUM	Doc/Manual/Python.html	3815	Here is a simple example:	CODE
MEDIUM	Doc/Manual/Python.html	3909	or a NULL pointer perhaps). Here is a simple example of how you might handle that:	CODE
LOW	Doc/Manual/Python.html	5262	don't forget to also provide a suitable <a href="Typemaps.html#Typemaps_overloading">typecheck typemap for overloading</	CODE
MEDIUM	Doc/Manual/SWIG.html	3665	<b>Note:</b> The usual SWIG C preprocessor rules apply to code in <tt>%apply</tt> blocks when SWIG parses this code. For	CODE
MEDIUM	Doc/Manual/Perl5.html	2915	Here is a simple example showing how to add some Perl debug code to the constructor:	CODE
MEDIUM	Doc/Manual/Library.html	238	Here is a simple example of using <tt>%pointer_functions()</tt>:	CODE
MEDIUM	Doc/Manual/Library.html	682	Here is a simple example that illustrates the use of these macros:	CODE
MEDIUM	Doc/Manual/CSharp.html	1538	The managed code generated does check for the pending exception as mentioned earlier as the C# version of <tt>%exception	CODE
MEDIUM	Doc/Manual/CSharp.html	2655	as mentioned earlier, <tt>setElement</tt> is actually:	CODE
LOW	Doc/Manual/SWIGPlus.html	4363	// Don't forget to use %feature("flatnested") for OuterClass::InnerStruct and	COMMENT
MEDIUM	Doc/Manual/Ocaml.html	271	As mentioned earlier, C++ files need special	CODE
MEDIUM	Doc/Manual/Ocaml.html	717	Here's a simple example using Trolltech's Qt Library:	CODE
MEDIUM	Doc/Manual/Ocaml.html	1008	or a NULL pointer). Here is a simple example of how you might handle that:	CODE
LOW	Doc/Manual/Extending.html	3589	Don't forget to write end-user documentation for your language module. Currently,	CODE
LOW	Doc/Manual/Typemaps.html	3870	Don't forget to also provide a suitable <a href="#Typemaps_overloading">typemap for overloaded functions</a>, such as <t	CODE
MEDIUM	Doc/Manual/Lua.html	2022	As mentioned earlier, classes and structures, are all held as pointer, using the Lua 'userdata' structure. This structur	CODE
MEDIUM	Doc/Manual/Android.html	87	Adjust the <tt>--target</tt> id as mentioned earlier in the <a href="Android.html#Android_examples_intro">Examples intro	CODE
MEDIUM	Doc/Manual/Android.html	413	Adjust the <tt>--target</tt> id as mentioned earlier in the <a href="Android.html#Android_examples_intro">Examples intro	CODE
MEDIUM	Doc/Manual/Java.html	4926	Here is a simple example:	CODE
MEDIUM	Doc/Manual/Java.html	5132	or a NULL pointer perhaps). Here is a simple example of how you might handle that:	CODE
MEDIUM	Doc/Manual/Java.html	8998	as mentioned earlier, <tt>setElement</tt> is actually:	CODE

Decorative Section Separators9 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	CMakeLists.txt	23	# ------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	90	# --------------	COMMENT
MEDIUM	Examples/test-suite/python/python_richcompare_runme.py	19	#-------------------------------------------------------------------------	COMMENT
MEDIUM	Examples/test-suite/python/python_richcompare_runme.py	43	#-------------------------------------------------------------------------	COMMENT
MEDIUM	Examples/test-suite/python/python_richcompare_runme.py	55	#-------------------------------------------------------------------------	COMMENT
MEDIUM	Examples/test-suite/python/python_richcompare_runme.py	74	#-------------------------------------------------------------------------------	COMMENT
MEDIUM	Examples/test-suite/python/python_richcompare_runme.py	89	#-------------------------------------------------------------------------	COMMENT
MEDIUM	Examples/test-suite/python/python_richcompare_runme.py	104	#-------------------------------------------------------------------------------	COMMENT
MEDIUM	Examples/test-suite/python/python_richcompare_runme.py	128	#-------------------------------------------------------------------------	COMMENT

Redundant / Tautological Comments14 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	Tools/CI-linux-install.sh	52	# Check if Go is already installed on cached tools	COMMENT
LOW	Tools/CI-linux-install.sh	154	# Check if Python is already installed on cached tools	COMMENT
LOW	Tools/CI-linux-install.sh	182	# Check if ruby is already installed on cached tools	COMMENT
LOW	Doc/Manual/Tcl.html	736	% puts $density # Output value of C global variable	CODE
LOW⚡	Doc/Manual/SWIG.html	811	set foo [3.5] ;# Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	812	puts $foo ;# Print the value of foo	CODE
LOW⚡	Doc/Manual/SWIG.html	815	cvar.foo = 3.5 # Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	816	print(cvar.foo) # Print value of foo	CODE
LOW⚡	Doc/Manual/SWIG.html	819	$foo = 3.5; # Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	820	print $foo, "\n"; # Print value of foo	CODE
LOW⚡	Doc/Manual/SWIG.html	823	Module.foo = 3.5 # Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	824	print Module.foo, "\n" # Print value of foo	CODE
LOW	Doc/Manual/Perl5.html	2360	$c = 0.0; # Output value	CODE
LOW	Doc/Manual/makechap.py	218	# Write the file back out	COMMENT

Cross-Language Confusion2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	…les/test-suite/python/doxygen_misc_constructs_runme.py	111	['retVal < 10', 'g_counter == 23 && g_mode & 3']	CODE
HIGH	…ples/test-suite/python/director_binary_string_runme.py	31	# director_binary_string.Callback().run(null, null)	COMMENT

Hyper-Verbose Identifiers11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	Examples/test-suite/python/comment_verifier.py	9	def make_trailing_spaces_visible(str):	CODE
LOW	…est-suite/python/li_boost_shared_ptr_director_runme.py	39	def take_c_shared_ptr_by_value(self,c):	CODE
LOW	…est-suite/python/li_boost_shared_ptr_director_runme.py	51	def take_c_shared_ptr_by_pointer(self,c):	CODE
LOW	…est-suite/python/li_boost_shared_ptr_director_runme.py	57	def take_c_shared_ptr_by_pointer_ref(self,c):	CODE
LOW	Examples/test-suite/python/argcargvtest_runme.py	73	def test_bad_args_memory_leak():	CODE
LOW	Examples/test-suite/python/argcargvtest_runme.py	84	def test_threading_race_conditions():	CODE
LOW	Examples/test-suite/ruby/li_std_vector_runme.rb	124	def compare_expanded_sequences(a, b)	CODE
LOW	Examples/test-suite/ruby/contract_runme.rb	9	def swig_assert_runtime_error(msg, type, &block)	CODE
LOW	…/test-suite/ruby/li_boost_shared_ptr_director_runme.rb	48	def take_c_shared_ptr_by_value(c)	CODE
LOW	…/test-suite/ruby/li_boost_shared_ptr_director_runme.rb	64	def take_c_shared_ptr_by_pointer(c)	CODE
LOW	…/test-suite/ruby/li_boost_shared_ptr_director_runme.rb	72	def take_c_shared_ptr_by_pointer_ref(c)	CODE

Fake / Example Data4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	…es/test-suite/python/pyabi311_bufferinterface_runme.py	23	text = b'Lorem ipsum dolor sit amet'	CODE
LOW⚡	…es/test-suite/python/pyabi311_bufferinterface_runme.py	23	text = b'Lorem ipsum dolor sit amet'	CODE
LOW⚡	…es/test-suite/python/pyabi311_bufferinterface_runme.py	24	view[:len(text)] = b'Lorem ipsum dolor sit amet'	CODE
LOW⚡	…es/test-suite/python/pyabi311_bufferinterface_runme.py	24	view[:len(text)] = b'Lorem ipsum dolor sit amet'	CODE

AI Slop Vocabulary3 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	Doc/Manual/D.html	374	<dd><p>Additional code to be emitted to the imports section of the intermediary D module (the <a href="D.html#D_import	CODE
MEDIUM	Doc/Manual/Java.html	201	However, the "<a href="SWIG.html#SWIG">SWIG Basics</a>" chapter will be a useful read in conjunction with this one.	CODE
MEDIUM	Doc/Manual/Java.html	232	Android uses Java JNI and also works with SWIG. Please read the <a href="Android.html#Android">Android chapter</a> in co	CODE

Excessive Try-Catch Wrapping3 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	Tools/mkdist.py	36	print("Error: Python 3 or higher is required")	CODE
LOW	Examples/python/variables/runme.py	57	except Exception:	CODE
LOW	Examples/python/variables/runme.py	64	except Exception:	CODE

Dead Code2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	Examples/test-suite/python/director_exception_runme.py	20		CODE
MEDIUM	Examples/test-suite/python/primitive_types_runme.py	35		CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	Tools/ci-repro/run.sh	8	# Usage:	COMMENT
LOW	.agents/skills/swig-test/test-configured-languages.sh	18	# Usage:	COMMENT

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	Examples/test-suite/python/swig_test_utils.py	40	CODE
LOW	Examples/test-suite/python/cpp11_std_array_runme.py	19	CODE
LOW	Examples/test-suite/python/cpp11_std_array_runme.py	34	CODE

Verbosity Indicators1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	Doc/Devel/scanner.html	142	containing the characters (e.g., "%@"). The purpose of this function is to up special keywords such as "%module" or "@d	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings