6.0

Adjusted Signal

6.0

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

6.3K

Stars

SWIG

Language

292.5K

Lines of Code

3.5K

Files

800

Pattern Hits

2026-10-31

Scan Date

0.06

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 5.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 250 finding(s).

Hallucinated Dependency & Supply Chain Risk 8.6/100 · LOW

Are imports declared and package/API names verified? 354 finding(s).

Agent Over-Engineering Ratio 14.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 208 finding(s).

PR Review Velocity Impact 29.4/100 · MEDIUM

Which changes need focused human review? 800 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 10HIGH 196MEDIUM 82LOW 512

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 800 distinct pattern matches across 19 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.

Empty Error Handlers163 hits · 750 pts

Severity	File	Line	Snippet	Context
HIGH	Examples/python/exceptproxy/runme.py	25	except example.EmptyError as e:	CODE
HIGH	Examples/python/exceptproxy/runme.py	44	except example.EmptyError as e:	CODE
HIGH	Examples/test-suite/python/swig_test_utils.py	155	except exc_cls:	CODE
HIGH	Examples/test-suite/python/li_std_vector_extra_runme.py	143	except:	CODE
HIGH	Examples/test-suite/python/li_std_vector_extra_runme.py	164	except:	CODE
HIGH	Examples/test-suite/python/director_exception_runme.py	45	except TypeError:	CODE
HIGH	Examples/test-suite/python/director_exception_runme.py	90	except Exception2:	CODE
HIGH	Examples/test-suite/python/director_exception_runme.py	95	except Exception1:	CODE
HIGH	Examples/test-suite/python/li_std_wstring_runme.py	34	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/li_std_wstring_runme.py	82	except TypeError:	CODE
HIGH	Examples/test-suite/python/unicode_strings_runme.py	17	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/threads_exception_runme.py	6	except RuntimeError as e:	CODE
HIGH	Examples/test-suite/python/threads_exception_runme.py	37	except RuntimeError as e:	CODE
HIGH	Examples/test-suite/python/threads_exception_runme.py	39	except threads_exception.Exc as e:	CODE
HIGH	…mples/test-suite/python/python_nondynamic_cpp_runme.py	12	except AttributeError:	CODE
HIGH	Examples/test-suite/python/li_boost_shared_ptr_runme.py	159	except TypeError:	CODE
HIGH	Examples/test-suite/python/li_boost_shared_ptr_runme.py	168	except TypeError:	CODE
HIGH	Examples/test-suite/python/li_boost_shared_ptr_runme.py	479	except TypeError:	CODE
HIGH	Examples/test-suite/python/li_boost_shared_ptr_runme.py	517	except TypeError:	CODE
HIGH	Examples/test-suite/python/li_boost_shared_ptr_runme.py	551	except TypeError:	CODE
HIGH	Examples/test-suite/python/cpp11_std_array_runme.py	30	except ValueError as e:	CODE
HIGH	Examples/test-suite/python/cpp11_std_array_runme.py	47	except ValueError as e:	CODE
HIGH	Examples/test-suite/python/cpp11_std_array_runme.py	55	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/cpp11_std_array_runme.py	63	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/kwargs_feature_runme.py	106	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/kwargs_feature_runme.py	114	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/kwargs_feature_runme.py	120	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/kwargs_feature_runme.py	126	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/kwargs_feature_runme.py	135	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/kwargs_feature_runme.py	141	except TypeError as e:	CODE
HIGH	Examples/test-suite/python/li_std_vector_ptr_runme.py	45	except TypeError:	CODE
HIGH	…ples/test-suite/python/li_std_except_as_class_runme.py	8	except RuntimeError:	CODE
HIGH	…ples/test-suite/python/li_std_except_as_class_runme.py	12	except RuntimeError:	CODE
HIGH	…ples/test-suite/python/li_std_except_as_class_runme.py	16	except RuntimeError:	CODE
HIGH	…ples/test-suite/python/li_std_except_as_class_runme.py	22	except domain_error:	CODE
HIGH	…ples/test-suite/python/li_std_except_as_class_runme.py	26	except logic_error:	CODE
HIGH	…ples/test-suite/python/li_std_except_as_class_runme.py	30	except exception:	CODE
HIGH	Examples/test-suite/python/argcargvtest_runme.py	106	except IndexError: # Race condition	CODE
HIGH	Examples/test-suite/python/contract_runme.py	8	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	15	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	23	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	30	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	57	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	64	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	72	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	78	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	85	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	91	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	98	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	106	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	111	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	116	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	121	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	126	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	133	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	138	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	143	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	148	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	153	except RuntimeError:	CODE
HIGH	Examples/test-suite/python/contract_runme.py	170	except RuntimeError:	CODE
103 more matches not shown…

Unused Imports326 hits · 326 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	…ite/python/cpp17_noexcept_function_type_alias_runme.py	1	CODE
LOW	Examples/test-suite/python/cpp14_decltype_auto_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	…/python/cpp17_auto_nontype_template_parameter_runme.py	1	CODE
LOW	Examples/test-suite/python/li_typemaps_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
266 more matches not shown…

Over-Commented Block143 hits · 143 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/checkwarnings.py	1	#!/usr/bin/env python3	COMMENT
LOW	Tools/checkwarnings.py	21	import re	COMMENT
LOW	Tools/ci-repro/run.sh	1	#!/bin/bash	COMMENT
LOW	Source/DOH/doh.h	41		COMMENT
LOW	Source/DOH/doh.h	61	#define DohSortedKeys DOH_NAMESPACE(SortedKeys)	COMMENT
LOW	Source/DOH/doh.h	81	#define DohUngetc DOH_NAMESPACE(Ungetc)	COMMENT
LOW	Source/DOH/doh.h	101	#define DohNewStringEmpty DOH_NAMESPACE(NewStringEmpty)	COMMENT
LOW	Source/DOH/doh.h	121	#define DohObjFree DOH_NAMESPACE(ObjFree)	COMMENT
LOW	Source/DOH/doh.h	381	#define Setattr DohSetattr	COMMENT
LOW	Source/DOH/doh.h	401	#define Write DohWrite	COMMENT
LOW	Source/DOH/doh.h	421	#define GetDouble DohGetDouble	COMMENT
LOW	Source/DOH/doh.h	441	#define NewStringEmpty DohNewStringEmpty	COMMENT
LOW	Source/DOH/doh.h	461	#define Setmark DohSetmark	COMMENT
LOW	Source/Swig/swig.h	61		COMMENT
LOW	Source/Swig/swig.h	81		COMMENT
LOW	Source/Swig/swigscan.h	41	/* Note: Tokens in range 100+ are for C/C++ operators */	COMMENT
LOW	Source/Swig/swigscan.h	61	#define SWIG_TOKEN_LONGDOUBLE 18 /* 3.1415L */	COMMENT
LOW	Source/Swig/swigscan.h	81		COMMENT
LOW	Source/Swig/swigscan.h	101	#define SWIG_TOKEN_NOT 117 /* ~ */	COMMENT
LOW	Source/Include/swigwarn.h	61	/* -- Preprocessor -- */	COMMENT
LOW	Source/Include/swigwarn.h	81	/* Unused since 1.3.18: #define WARN_PARSE_TEMPLATE_REPEAT 310 */	COMMENT
LOW	Source/Include/swigwarn.h	101	#define WARN_PARSE_TEMPLATE_FORWARD 330	COMMENT
LOW	Source/Include/swigwarn.h	121	#define WARN_IGNORE_OPERATOR_DIV 355 /* / */	COMMENT
LOW	Source/Include/swigwarn.h	141	#define WARN_IGNORE_OPERATOR_LSHIFTEQ 375 /* <<= */	COMMENT
LOW	Source/Include/swigwarn.h	161	#define WARN_IGNORE_OPERATOR_DELARR 395 /* delete [] */	COMMENT
LOW	Source/Include/swigwarn.h	181	#define WARN_TYPEMAP_WCHARLEAK 455	COMMENT
LOW	Source/Include/swigwarn.h	201	#define WARN_TYPEMAP_ARGOUT_CONTAINER_MISMATCH 478	COMMENT
LOW	Source/Include/swigwarn.h	221	#define WARN_LANG_DIRECTOR_VDESTRUCT 514	COMMENT
LOW	Source/Include/swigwarn.h	241	#define WARN_DOXYGEN_HTML_ERROR 563	COMMENT
LOW	Source/Include/swigwarn.h	301	#define WARN_JAVA_TYPEMAP_CLASSMOD_UNDEF 815	COMMENT
LOW	Source/Include/swigwarn.h	321	/* Unused since 1.3.32: #define WARN_CSHARP_TYPEMAP_GETCPTR_UNDEF 834 */	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
LOW	…ython/import_packages/from_init2/py3/pkg2/pkg3/foo.hpp	1	#ifndef PY3_PKG2_PKG3_FOO_HPP	COMMENT
LOW	…les/python/import_packages/from_init3/py3/pkg2/bar.hpp	1	#ifndef PY3_PKG2_HPP	COMMENT
83 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	1750	>>> f = Foo() # Create a Foo	CODE
MEDIUM	Doc/Manual/Python.html	1830	>>> f = Foo() # Create a Foo	CODE
MEDIUM	Doc/Manual/Python.html	2205	>>> p = example.CreateFoo() # Create a smart-pointer somehow	CODE
MEDIUM	Doc/Manual/Python.html	2991	>>> v = Object() # Create an object	CODE
MEDIUM	Doc/Manual/Python.html	2992	>>> n = Node() # Create a node	CODE
MEDIUM	Doc/Manual/Python.html	3634	# This module provides wrappers to the Whizz Bang library	COMMENT
MEDIUM	Doc/Manual/Python.html	3655	# 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	3192	>>> v = Vector(3, 4, 0) # Create a new vector	CODE
MEDIUM	Doc/Manual/SWIG.html	3458	$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	2135	>>> 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	4514	# 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	182	Here is a simple example of how these functions are used. Suppose	CODE
MEDIUM	Doc/Manual/Python.html	3897	Here is a simple example:	CODE
MEDIUM	Doc/Manual/Python.html	3991	or a NULL pointer perhaps). Here is a simple example of how you might handle that:	CODE
LOW	Doc/Manual/Python.html	5401	don't forget to also provide a suitable <a href="Typemaps.html#Typemaps_overloading">typecheck typemap for overloading</	CODE
MEDIUM	Doc/Manual/SWIG.html	3971	<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	1546	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	2664	as mentioned earlier, <tt>setElement</tt> is actually:	CODE
LOW	Doc/Manual/SWIGPlus.html	4423	// 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	768	Here's a simple example using Trolltech's Qt Library:	CODE
MEDIUM	Doc/Manual/Ocaml.html	1059	or a NULL pointer). Here is a simple example of how you might handle that:	CODE
LOW	Doc/Manual/Extending.html	3623	Don't forget to write end-user documentation for your language module. Currently,	CODE
LOW	Doc/Manual/Typemaps.html	4107	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	2005	As mentioned earlier, classes and structures, are all held as pointer, using the Lua 'userdata' structure. This structur	CODE
MEDIUM	Doc/Manual/Android.html	89	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	415	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	4927	Here is a simple example:	CODE
MEDIUM	Doc/Manual/Java.html	5133	or a NULL pointer perhaps). Here is a simple example of how you might handle that:	CODE
MEDIUM	Doc/Manual/Java.html	9037	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	91	# --------------	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	161	# Check if Python is already installed on cached tools	COMMENT
LOW	Tools/CI-linux-install.sh	189	# 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	823	set foo [3.5] ;# Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	824	puts $foo ;# Print the value of foo	CODE
LOW⚡	Doc/Manual/SWIG.html	827	cvar.foo = 3.5 # Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	828	print(cvar.foo) # Print value of foo	CODE
LOW⚡	Doc/Manual/SWIG.html	831	$foo = 3.5; # Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	832	print $foo, "\n"; # Print value of foo	CODE
LOW⚡	Doc/Manual/SWIG.html	835	Module.foo = 3.5 # Set foo to 3.5	CODE
LOW⚡	Doc/Manual/SWIG.html	836	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 Confusion3 hits · 18 pts

Severity	File	Line	Snippet	Context
HIGH	Tools/checkwarnings.py	109	print("\n%d warning number(s) differ between swigwarn.h and Warnings.html" % (len(undocumented) + len(undefined)	CODE
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 Identifiers12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	Examples/test-suite/python/comment_verifier.py	9	def make_trailing_spaces_visible(str):	CODE
LOW	Examples/test-suite/python/swig_test_utils.py	26	def _swig_stub_annotation_text(annotation):	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

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	Tools/checkwarnings.py	44	CODE
LOW	Examples/test-suite/python/swig_test_utils.py	172	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

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

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

swig/swig

Open-Source Code Quality, Security and Technical Debt Review