projectchrono/chrono

11.4

Adjusted Score

11.4

Raw Score

100%

Time Factor

2026-07-14

Last Push

2.9K

Stars

C++

Language

1.3M

Lines of Code

5.6K

Files

8.4K

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

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

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 28HIGH 32MEDIUM 2145LOW 6234

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 8439 distinct pattern matches across 22 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.

Over-Commented Block6026 hits · 5922 pts

Severity	File	Line	Snippet	Context
LOW	CMakeLists.txt	1	#=============================================================================	COMMENT
LOW	appveyor.yml	181	##################################################### UBUNTU #####################################	COMMENT
LOW	template_project_vehicle_cosim/CMakeLists.txt	1	#--------------------------------------------------------------	COMMENT
LOW	template_project_vehicle_cosim/CMakeLists.txt	21	# find_package(Chrono	COMMENT
LOW	template_project_vehicle_cosim/vehicle_cosim.cpp	1	// =============================================================================	COMMENT
LOW	template_project_vehicle_cosim/vehicle_cosim.cpp	21	#include <string>	COMMENT
LOW	template_project_fmi2/FmuComponentChrono.h	1	// =============================================================================	COMMENT
LOW	template_project_fmi2/FmuComponentChrono.cpp	1	// =============================================================================	COMMENT
LOW	template_project_fmi2/demo_FmuComponentChrono.cpp	1	// =============================================================================	COMMENT
LOW	contrib/build-scripts/macos/buildVSG.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/macos/buildChronoMac.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/macos/buildChronoMac.sh	21	# - gnuplot (optional)	COMMENT
LOW	contrib/build-scripts/macos/buildChronoMac.sh	41	# - OPENGL (broken due to unsupported shader programs)	COMMENT
LOW	contrib/build-scripts/macos/buildChronoMac.sh	121	#cmake --build ${BUILD_DIR} --config Release	COMMENT
LOW	contrib/build-scripts/macos/buildMUMPS.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildSpectra.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildURDF.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildOpenCRG.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildVSG.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildChrono.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildChrono.sh	101	# cmake --build ${BUILD_DIR} --config Release	COMMENT
LOW	contrib/build-scripts/linux/buildGLEW.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildEigen.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildGL.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildMUMPS.sh	1	#!/bin/bash	COMMENT
LOW	contrib/build-scripts/linux/buildFastDDS.sh	1	#!/bin/bash	COMMENT
LOW	template_project/my_example.cpp	1	// =============================================================================	COMMENT
LOW	template_project/CMakeLists.txt	1	#--------------------------------------------------------------	COMMENT
LOW	template_project/CMakeLists.txt	21	# find_package(Chrono	COMMENT
LOW	template_project/CMakeLists.txt	41	# set to ON if Chrono has been built as static library, OFF if shared library	COMMENT
LOW	template_project/CMakeLists.txt	121	#	COMMENT
LOW	template_project_ros/CMakeLists.txt	1	#--------------------------------------------------------------	COMMENT
LOW	template_project_ros/CMakeLists.txt	21	# find_package(Chrono	COMMENT
LOW	template_project_ros/CMakeLists.txt	41	# set to ON if Chrono has been built as static library, OFF if shared library	COMMENT
LOW	template_project_ros/CMakeLists.txt	81	# If creating application bundles, the build output will be named 'myexe.app'.	COMMENT
LOW	template_project_ros/CMakeLists.txt	101	# path to the Chrono data directory, either in its source tree	COMMENT
LOW	template_project_ros/custom_handler.cpp	1	// =============================================================================	COMMENT
LOW	template_project_ros/custom_handler.cpp	21	#include "chrono/core/ChRealtimeStep.h"	COMMENT
LOW	data/vehicle/gclass/tire/G500_TMeasyTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/hmmwv/tire/HMMWV_TMsimpleTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/hmmwv/tire/HMMWV_TMeasyTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/ultra_tow/UT_TMeasyTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/ultra_tow/UT_TMeasyTire.json	41	// Visualization mesh (OPTIONAL)	COMMENT
LOW	data/vehicle/VW_microbus/json/van_TMeasyTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/VW_microbus/json/van_TMsimpleTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/uaz/tire/UAZBUS_TMeasyTireRear.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/uaz/tire/UAZBUS_TMeasyTireFront.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/Polaris/Polaris_TMeasyTire.json	21	// Vehicle type.	COMMENT
LOW	data/vehicle/sedan/tire/Sedan_TMeasyTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/vehicle/MAN_Kat1/tire/MAN_5t_TMeasyTire.json	21	// ------------------------------------------------	COMMENT
LOW	data/yaml/mbs/model_slider_crank_reduced.yaml	121	body2: slider	COMMENT
LOW	data/yaml/mbs/model_slider_crank.yaml	121	color: [0.6, 0.6, 1.0]	COMMENT
LOW	data/yaml/schema/fsitdpf_solver.schema.yaml	1	# =============================================================================	COMMENT
LOW	data/yaml/schema/fsisph_solver.schema.yaml	1	# =============================================================================	COMMENT
LOW	data/yaml/schema/mbs_solver.schema.yaml	1	# =============================================================================	COMMENT
LOW	data/yaml/schema/vehicle_simulation.schema.yaml	1	# =============================================================================	COMMENT
LOW	data/yaml/schema/mbs_simulation.schema.yaml	1	# =============================================================================	COMMENT
LOW	data/yaml/schema/fsi_simulation.schema.yaml	1	# =============================================================================	COMMENT
LOW	data/yaml/schema/vehicle_model.schema.yaml	1	# =============================================================================	COMMENT
LOW	data/yaml/schema/mbs_model.schema.yaml	1	# =============================================================================	COMMENT
5966 more matches not shown…

Decorative Section Separators1641 hits · 5900 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	CMakeLists.txt	1	#=============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	5	#=============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	7	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	9	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	15	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	17	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	23	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	32	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	34	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	38	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	40	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	115	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	117	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	121	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	126	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	146	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	148	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	153	#-----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	251	#------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	253	#------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	257	#------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	259	#------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	58	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	60	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	71	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	73	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	85	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	87	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	164	#-----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	195	#--------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	197	#--------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	215	#------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	218	#------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	232	#------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	237	#------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	1	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	6	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	11	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	13	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	17	#--------------------------------------------------------------	COMMENT
MEDIUM	template_project_vehicle_cosim/CMakeLists.txt	38	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	51	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	53	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	57	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	59	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	67	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	69	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	74	#--------------------------------------------------------------	COMMENT
MEDIUM⚡	template_project_vehicle_cosim/CMakeLists.txt	80	#--------------------------------------------------------------	COMMENT
MEDIUM	template_project_fmi2/CMakeLists.txt	6	# ===========	COMMENT
MEDIUM	template_project_fmi2/CMakeLists.txt	8	# ===========	COMMENT
MEDIUM	template_project_fmi2/CMakeLists.txt	30	# ===============	COMMENT
MEDIUM	template_project_fmi2/CMakeLists.txt	32	# ===============	COMMENT
MEDIUM	template_project_fmi2/CMakeLists.txt	82	# =========================	COMMENT
MEDIUM	template_project_fmi2/CMakeLists.txt	84	# =========================	COMMENT
MEDIUM	template_project_csharp/CMakeLists.txt	31	#--------------------------------------------------------------	COMMENT
MEDIUM	template_project_csharp/CMakeLists.txt	35	#--------------------------------------------------------------	COMMENT
MEDIUM	contrib/build-scripts/macos/buildVSG.sh	3	# -------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	contrib/build-scripts/macos/buildVSG.sh	28	# -------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	contrib/build-scripts/macos/buildVSG.sh	50	# ------------------------------------------------------------------------	COMMENT
1581 more matches not shown…

Self-Referential Comments433 hits · 1544 pts

Severity	File	Line	Snippet	Context
MEDIUM	data/models/regolith/generate_regolith.py	9	# Create a base shape (e.g., icosphere for a round particle)	COMMENT
MEDIUM	data/models/regolith/generate_regolith.py	17	# Create a texture for coarse displacement	COMMENT
MEDIUM	data/models/regolith/generate_regolith.py	75	# Create a new material for lunar regolith appearance	COMMENT
MEDIUM	src/tests/unit_tests/python/core/pyutest_CH_linalg.py	59	for i in range(4): # Create a diagonal matrix	CODE
MEDIUM	…/tests/unit_tests/python/cascade/pyutest_CAS_create.py	9	# Create the simulation system and add items	COMMENT
MEDIUM	…/tests/unit_tests/python/cascade/pyutest_CAS_create.py	36	# Create a large cube as a floor.	COMMENT
MEDIUM	…nit_tests/python/physics/pyutest_CH_compute_contact.py	68	# Create the falling balls	COMMENT
MEDIUM	…ests/python/fsi/sph/pyutest_FSI-SPH_Poiseuille_flow.py	63	# Create a Chrono system and the FSI problem	COMMENT
MEDIUM⚡	…it_tests/python/fsi/sph/pyutest_FSI-SPH_multithread.py	42	# Create the ground body with two visualization spheres	COMMENT
MEDIUM⚡	…it_tests/python/fsi/sph/pyutest_FSI-SPH_multithread.py	53	# Create a body suspended through a ChLinkTSDA (custom force functor)	COMMENT
MEDIUM	…it_tests/python/fsi/sph/pyutest_FSI-SPH_multithread.py	68	# Create the spring between body and ground. The spring end points are	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_collisionSMC.py	127	# Create the simulation sys and add items	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_collisionSMC.py	142	# Create the Irrlicht visualization	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_gears.py	28	# Create a Chrono physical sys	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_gears.py	178	# Create the Irrlicht visualization	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_callbackSMC.py	93	# Create the sys	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_callbackSMC.py	105	# Create a contact material, shared among all bodies	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_callbackSMC.py	152	# Create the visualization window	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_spring.py	58	# Create the ground body with two visualization spheres	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_spring.py	72	# Create a body suspended through a ChLinkTSDA (default linear)	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_spring.py	88	# Create the spring between body_1 and ground. The spring end points are	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_spring.py	100	# Create a body suspended through a ChLinkTSDA (custom force functor)	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_spring.py	116	# Create the spring between body_2 and ground. The spring end points are	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_spring.py	129	# Create the Irrlicht application	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_collisionNSC.py	64	# Create the five walls of the rectangular container, using fixed rigid bodies of 'box' type	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_collisionNSC.py	120	# Create the simulation sys and add items	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_collisionNSC.py	128	# Create the Irrlicht visualization	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_link_bushing.py	24	# Create a fixed cube to act as the 'bushing' body	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_link_bushing.py	31	# Create a cylinder which will be connected to the cube via a bushing	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_link_bushing.py	37	# Create a nonfixed weight	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_link_bushing.py	54	# Create a visual line of the distance link	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_link_bushing.py	65	# Create the bushing joint	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_associated.py	22	# Create the simulation sys and add items	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_associated.py	33	# Create a fixed rigid body	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_associated.py	109	# Create an Irrlicht application to visualize the sys	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_callbackNSC.py	85	# Create the sys	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_callbackNSC.py	98	# Create a contact material, shared among all bodies	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_callbackNSC.py	148	# Create the visualization window	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_collision_trimesh.py	22	# Create the simulation sys and add items	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_collision_trimesh.py	36	# Create the simulation sys and add items	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_collision_trimesh.py	39	# Create a contact material (with default properties, shared by all collision shapes)	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_collision_trimesh.py	42	# Create a floor	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_collision_trimesh.py	136	# Create an Irrlicht application to visualize the sys	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_friction.py	21	# Create the simulation sys and add items	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_friction.py	92	# Create a container fixed to ground	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_friction.py	140	# Create the Irrlicht visualization	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_custom_contact.py	85	# Create the simulation sys and add items	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_custom_contact.py	96	# Create the sys and the various contact materials	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_custom_contact.py	139	# Create the ground body with a plate and side walls (both collision and visualization).	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_custom_contact.py	184	# Create the falling ball	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_custom_contact.py	201	# Create a custom collision detection callback object and register it with the sys	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_custom_contact.py	208	# Create an Irrlicht application to visualize the sys	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_crank_plot.py	23	# Create the simulation sys and add items	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_crank_plot.py	38	# Create the floor truss	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_crank_plot.py	44	# Create the flywheel crank	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_crank_plot.py	51	# Create a stylized rod	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_crank_plot.py	56	# Create a stylized piston	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_crank_plot.py	102	# Create an Irrlicht application to visualize the sys	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_rev_limits.py	43	# Create a pendulum body	COMMENT
MEDIUM	src/demos/python/mbs/demo_MBS_rev_limits.py	59	# Create a revolute joint to connect pendulum to ground	COMMENT
373 more matches not shown…

Hallucination Indicators28 hits · 320 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	src/importer_blender/for_blender_5.0/chrono_import.py	1489	bpy.context.scene.collection.children.link(chrono_cameras)	CODE
CRITICAL⚡	src/importer_blender/for_blender_5.0/chrono_import.py	1494	bpy.context.scene.collection.children.link(chrono_assets)	CODE
CRITICAL⚡	src/importer_blender/for_blender_5.0/chrono_import.py	1499	bpy.context.scene.collection.children.link(chrono_frame_assets)	CODE
CRITICAL⚡	src/importer_blender/for_blender_5.0/chrono_import.py	1504	bpy.context.scene.collection.children.link(chrono_frame_objects)	CODE
CRITICAL	src/importer_blender/for_blender_5.0/chrono_import.py	1607	bpy.context.scene.collection.objects.unlink(chrono_csys)	CODE
CRITICAL	src/importer_blender/for_blender_5.0/chrono_import.py	1616	bpy.context.scene.collection.objects.unlink(chrono_cube)	CODE
CRITICAL	src/importer_blender/for_blender_5.0/chrono_import.py	1630	bpy.context.scene.collection.objects.unlink(chrono_cylinder)	CODE
CRITICAL	src/importer_blender/for_blender_5.0/chrono_import.py	1643	bpy.context.scene.collection.objects.unlink(chrono_cone)	CODE
CRITICAL	src/importer_blender/for_blender_5.0/chrono_import.py	1655	bpy.context.scene.collection.objects.unlink(chrono_sphere)	CODE
CRITICAL⚡	src/importer_blender/for_blender_4.4/chrono_import.py	1489	bpy.context.scene.collection.children.link(chrono_cameras)	CODE
CRITICAL⚡	src/importer_blender/for_blender_4.4/chrono_import.py	1494	bpy.context.scene.collection.children.link(chrono_assets)	CODE
CRITICAL⚡	src/importer_blender/for_blender_4.4/chrono_import.py	1499	bpy.context.scene.collection.children.link(chrono_frame_assets)	CODE
CRITICAL⚡	src/importer_blender/for_blender_4.4/chrono_import.py	1504	bpy.context.scene.collection.children.link(chrono_frame_objects)	CODE
CRITICAL	src/importer_blender/for_blender_4.4/chrono_import.py	1607	bpy.context.scene.collection.objects.unlink(chrono_csys)	CODE
CRITICAL	src/importer_blender/for_blender_4.4/chrono_import.py	1616	bpy.context.scene.collection.objects.unlink(chrono_cube)	CODE
CRITICAL	src/importer_blender/for_blender_4.4/chrono_import.py	1630	bpy.context.scene.collection.objects.unlink(chrono_cylinder)	CODE
CRITICAL	src/importer_blender/for_blender_4.4/chrono_import.py	1643	bpy.context.scene.collection.objects.unlink(chrono_cone)	CODE
CRITICAL	src/importer_blender/for_blender_4.4/chrono_import.py	1655	bpy.context.scene.collection.objects.unlink(chrono_sphere)	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	335	<< "bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	416	<< "bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	429	<< "bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	441	<< "bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	455	<< "bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	469	<< "bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	486	<< " bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/chrono_postprocess/ChBlender.cpp	852	<< "bpy.context.scene.collection.objects.unlink(new_object)\n"	CODE
CRITICAL	src/demos/tools/blender_py/blend_pproc_render.py	193	sky_texture = bpy.context.scene.world.node_tree.nodes.new("ShaderNodeTexSky")	CODE
CRITICAL	src/demos/tools/blender_py/blend_pproc_render.py	195	bpy.context.scene.world.node_tree.links.new(bg.inputs["Color"], sky_texture.outputs["Color"])	CODE

AI Slop Vocabulary54 hits · 152 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/chrono_thirdparty/tinyobjloader/tiny_obj_loader.h	1166	// @todo { write more robust lexer and parser. }	COMMENT
MEDIUM	…est-1.13.0/googletest/include/gtest/gtest-death-test.h	152	// This implementation is not meant to be as highly tuned or robust	COMMENT
MEDIUM	…est-1.13.0/googletest/include/gtest/gtest-death-test.h	224	// In practice, this can be used to test functions that utilize the	COMMENT
MEDIUM	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	1223	// Without the bound on n_max (which compilers these days never leverage), the	COMMENT
MEDIUM	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	1233	// Without the bound on n_max (which compilers these days never leverage), the	COMMENT
MEDIUM	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	1246	// Without the bound on n_max (which compilers these days never leverage), the	COMMENT
MEDIUM⚡	src/chrono_thirdparty/rapidxml/manual.html	90	Note that RapidXml performs no decoding - strings returned by name() and value() functions will contain text encoded us	CODE
MEDIUM⚡	src/chrono_thirdparty/rapidxml/manual.html	90	Note that RapidXml performs no decoding - strings returned by name() and value() functions will contain text encoded us	CODE
MEDIUM⚡	src/chrono_thirdparty/rapidxml/manual.html	90	Note that RapidXml performs no decoding - strings returned by name() and value() functions will contain text encoded us	CODE
MEDIUM	src/chrono_thirdparty/VHACD/VHACD.h	102	// mesh to produce more robust results. However, Khaled learned that the	COMMENT
MEDIUM	src/chrono_ros/ipc/ChROSIPCChannel.cpp	102	// In a more robust implementation, we'd try to resynchronize	COMMENT
MEDIUM	src/chrono_ros/ipc/ChROSSubprocessManager.cpp	236	// This is the most robust method for both build and install trees, as long as	COMMENT
MEDIUM	src/chrono/solver/ChDirectSolverLS.h	222	bool m_use_rhs_sparsity; ///< leverage right-hand side sparsity?	CODE
MEDIUM	src/chrono/multicore_math/real.h	95	/// Essentially a fuzzy comparison operator	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3833.cpp	1177	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3833.cpp	1396	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3833.cpp	1887	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3833.cpp	2339	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementHexaANCF_3843.cpp	1052	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementHexaANCF_3843.cpp	1258	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementHexaANCF_3843.cpp	1700	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementHexaANCF_3843.cpp	2108	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3443.cpp	1117	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3443.cpp	1337	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3443.cpp	1828	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementShellANCF_3443.cpp	2280	// Gauss-Quadrature points at a time for the current layer to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3333.cpp	1116	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3333.cpp	1288	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3333.cpp	1465	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3333.cpp	1581	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3333.cpp	2110	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3333.cpp	2713	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3243.cpp	1106	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3243.cpp	1278	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3243.cpp	1455	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3243.cpp	1571	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3243.cpp	2100	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	src/chrono/fea/ChElementBeamANCF_3243.cpp	2703	// Gauss-Quadrature points at a time to better leverage vectorized CPU instructions.	COMMENT
MEDIUM	…t/BulletCollision/NarrowPhaseCollision/cbtConvexCast.h	34	//will need to digg deeper to make the algorithm more robust	COMMENT
MEDIUM	…ulletCollision/CollisionDispatch/cbtBoxBoxDetector.cpp	97	// @@@ this needs to be made more robust	COMMENT
MEDIUM	src/chrono/collision/bullet/LinearMath/cbtMatrix3x3.h	660	///extractRotation is from "A robust method to extract the rotational part of deformations"	COMMENT
MEDIUM	src/chrono_modal/ChModalAssembly.h	570	// dummy vectors to provide seamless behavior in either full or reduced state	COMMENT
MEDIUM	…chrono_synchrono/controller/SynControllerFunctions.cpp	16	// we have a more robust and flexible method for controller composition, these	COMMENT
MEDIUM	…c/chrono_synchrono/controller/SynControllerFunctions.h	16	// we have a more robust and flexible method for controller composition, these	COMMENT
MEDIUM	src/demos/mbs/demo_MBS_feeder.cpp	73	0.002 // radius of 'inflating' of mesh (for more robust collision detection)	CODE
MEDIUM	src/demos/mbs/demo_MBS_feeder.cpp	117	0.002 // radius of 'inflating' of mesh (for more robust collision detection)	CODE
MEDIUM	src/demos/mbs/demo_MBS_custom_contact.cpp	48	// NOTES: - this is not a robust method	COMMENT
LOW	src/demos/python/mbs/demo_MBS_gears.py	101	# Also, note that the initial position of the constraint has no importance (simply use CSYSNORM),	COMMENT
LOW	src/demos/python/mbs/demo_MBS_gears.py	116	# epicycloidal reducer, so, as wheel C, we will simply use the ground object 'mbody_truss'.	COMMENT
MEDIUM⚡	src/demos/python/mbs/demo_MBS_collision_trimesh.py	52	# robust than any other options for collision shapes, so use it if defining	COMMENT
LOW	src/demos/python/fea/demo_FEA_contacts.py	162	# In this case it is a ChContactSurfaceNodeCloud, so just pass all nodes to it.	COMMENT
LOW	src/demos/python/fea/demo_FEA_beams.py	111	# Now, simply use BuildBeam to create a beam from a point to another:	COMMENT
LOW	src/demos/python/fea/cables.py	101	# Now, simply use BuildBeam to create a beam from a poto another:	COMMENT
LOW	src/demos/python/fea/cables.py	141	# Now, simply use BuildBeam to create a beam from a poto another:	COMMENT

Cross-File Repetition19 hits · 95 pts

Severity	File	Snippet	Context
HIGH	…etest/test/googletest-param-test-invalid-name1-test.py	verifies that google test warns the user when not initialized properly.	STRING
HIGH	…etest/test/googletest-param-test-invalid-name2-test.py	verifies that google test warns the user when not initialized properly.	STRING
HIGH	….13.0/googletest/test/googletest-uninitialized-test.py	verifies that google test warns the user when not initialized properly.	STRING
HIGH	…etest/test/googletest-param-test-invalid-name1-test.py	runs the given command and verifies its exit code and output.	STRING
HIGH	…etest/test/googletest-param-test-invalid-name2-test.py	runs the given command and verifies its exit code and output.	STRING
HIGH	….13.0/googletest/test/googletest-uninitialized-test.py	runs the given command and verifies its exit code and output.	STRING
HIGH	…test-1.13.0/googletest/test/googletest-env-var-test.py	sets the env variable to 'value'; unsets it when 'value' is none.	STRING
HIGH	…letest-1.13.0/googletest/test/googletest-color-test.py	sets the env variable to 'value'; unsets it when 'value' is none.	STRING
HIGH	…t-1.13.0/googletest/test/googletest-filter-unittest.py	sets the env variable to 'value'; unsets it when 'value' is none.	STRING
HIGH	…1.13.0/googletest/test/googletest-failfast-unittest.py	sets the env variable to 'value'; unsets it when 'value' is none.	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/tester.py	initialize gym environment, return dimension of observation and action spaces. args: render: true to toggle on visualiza	STRING
HIGH	…c/demos/python/chrono-tensorflow/PPO/train_parallel.py	initialize gym environment, return dimension of observation and action spaces. args: render: true to toggle on visualiza	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/train_serial.py	initialize gym environment, return dimension of observation and action spaces. args: render: true to toggle on visualiza	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/tester.py	run single episode args: env: environment (object) policy: policy object with sample() method scaler: scaler object, sca	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/run_episode.py	run single episode args: env: environment (object) policy: policy object with sample() method scaler: scaler object, sca	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/train_serial.py	run single episode args: env: environment (object) policy: policy object with sample() method scaler: scaler object, sca	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/tester.py	run policy and collect data args: env: environment (object) policy: policy object with sample() method scaler: scaler ob	STRING
HIGH	…c/demos/python/chrono-tensorflow/PPO/train_parallel.py	run policy and collect data args: env: environment (object) policy: policy object with sample() method scaler: scaler ob	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/train_serial.py	run policy and collect data args: env: environment (object) policy: policy object with sample() method scaler: scaler ob	STRING

Unused Imports82 hits · 73 pts

Severity	File	Line	Context
LOW	contrib/packaging-python/conda/upload.py	13	CODE
LOW	…st-1.13.0/googletest/test/gtest_xml_output_unittest.py	39	CODE
LOW	…test-1.13.0/googletest/test/gtest_xml_outfiles_test.py	35	CODE
LOW	…gletest-1.13.0/googletest/test/gtest_xml_test_utils.py	33	CODE
LOW	src/tests/unit_tests/python/core/pyutest_CH_linalg.py	22	CODE
LOW	…ts/unit_tests/python/sensor/pyutest_SEN_data_access.py	1	CODE
LOW	…ests/python/fsi/sph/pyutest_FSI-SPH_Poiseuille_flow.py	1	CODE
LOW	…it_tests/python/fsi/sph/pyutest_FSI-SPH_multithread.py	5	CODE
LOW	src/chrono_dem/utils/DemNFNet.py	3	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	56	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	61	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	56	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	61	CODE
LOW	src/demos/tools/blender_py/blend_pproc_render.py	2	CODE
LOW	src/demos/tools/blender_py/blend_pproc_render.py	4	CODE
LOW	src/demos/python/mbs/demo_MBS_prismatic_force.py	25	CODE
LOW	src/demos/python/mbs/demo_MBS_prismatic_force.py	28	CODE
LOW	src/demos/python/mbs/demo_MBS_prismatic_force.py	29	CODE
LOW	src/demos/python/mbs/demo_MBS_aux_ref.py	38	CODE
LOW	src/demos/python/core/demo_CH_EulerAngles.py	14	CODE
LOW	src/demos/python/core/demo_CH_EulerAngles.py	19	CODE
LOW	src/demos/python/vehicle/demo_VEH_CityBus.py	23	CODE
LOW	src/demos/python/vehicle/demo_VEH_FEDA.py	24	CODE
LOW	src/demos/python/vehicle/demo_VEH_FEDA.py	25	CODE
LOW	src/demos/python/vehicle/demo_VEH_SuspensionTestRig.py	30	CODE
LOW	src/demos/python/vehicle/demo_VEH_SuspensionTestRig.py	33	CODE
LOW	src/demos/python/vehicle/demo_VEH_SteeringController.py	25	CODE
LOW	…s/python/vehicle/demo_VEH_CRMTerrain_WheeledVehicle.py	23	CODE
LOW	src/demos/python/vehicle/demo_VEH_TireTestRig.py	5	CODE
LOW	src/demos/python/vehicle/demo_VEH_M113.py	24	CODE
LOW	src/demos/python/vehicle/demo_VEH_M113.py	25	CODE
LOW	src/demos/python/vehicle/demo_VEH_Gator.py	24	CODE
LOW	src/demos/python/vehicle/demo_VEH_Gator.py	26	CODE
LOW	src/demos/python/vehicle/demo_VEH_Gator.py	27	CODE
LOW	src/demos/python/vehicle/demo_VEH_UAZBUS.py	24	CODE
LOW	src/demos/python/vehicle/demo_VEH_UAZBUS.py	27	CODE
LOW	src/demos/python/vehicle/demo_VEH_ARTcar.py	14	CODE
LOW	src/demos/python/vehicle/demo_VEH_RigidTerrain.py	24	CODE
LOW	src/demos/python/vehicle/demo_VEH_MAN_10t.py	23	CODE
LOW	src/demos/python/vehicle/demo_VEH_TrailerJSON.py	15	CODE
LOW	src/demos/python/vehicle/demo_VEH_TrailerJSON.py	16	CODE
LOW	src/demos/python/vehicle/demo_VEH_TrailerJSON.py	17	CODE
LOW	src/demos/python/vehicle/demo_VEH_TireTestRig_CRM.py	2	CODE
LOW	src/demos/python/vehicle/demo_VEH_TireTestRig_CRM.py	7	CODE
LOW	src/demos/python/vehicle/demo_VEH_TwoCars.py	21	CODE
LOW	src/demos/python/vehicle/demo_VEH_HMMWV.py	24	CODE
LOW	src/demos/python/vehicle/demo_VEH_HMMWV_DefSoil.py	24	CODE
LOW	src/demos/python/vehicle/demo_VEH_HMMWV9_YUP.py	22	CODE
LOW	src/demos/python/vehicle/demo_VEH_HMMWV9_YUP.py	23	CODE
LOW	src/demos/python/chrono-tensorflow/PPO/tester.py	16	CODE
LOW	…c/demos/python/chrono-tensorflow/PPO/train_parallel.py	6	CODE
LOW	…c/demos/python/chrono-tensorflow/PPO/train_parallel.py	6	CODE
LOW	src/demos/python/chrono-tensorflow/PPO/utils.py	7	CODE
LOW	src/demos/python/chrono-tensorflow/PPO/utils.py	8	CODE
LOW	src/demos/python/chrono-tensorflow/envs/env_test.py	12	CODE
LOW	src/demos/python/chrono-tensorflow/envs/chtrain.py	8	CODE
LOW	src/demos/python/robot/demo_ROBOT_Turtlebot_Rigid.py	19	CODE
LOW	src/demos/python/robot/demo_ROBOT_Turtlebot_Rigid.py	21	CODE
LOW	src/demos/python/robot/demo_ROBOT_RoboSimian_Rigid.py	22	CODE
LOW	src/demos/python/robot/demo_ROBOT_Viper_Rigid.py	19	CODE
22 more matches not shown…

AI Response Leakage8 hits · 64 pts

Severity	File	Line	Snippet	Context
HIGH	template_project/CMakeLists.txt	60	# In this example, we only request the Irrlicht module (required)	COMMENT
HIGH	template_project_ros/CMakeLists.txt	60	# In this example, we only request the ROS module (required).	COMMENT
HIGH	src/demos/python/mbs/demo_MBS_motors.py	207	# torque by a custom function. In this example we implement a	COMMENT
HIGH⚡	src/demos/python/mbs/demo_MBS_imposed_motion.py	40	# In this example we impose position and rotation of a body shape respect to absolute reference,	COMMENT
HIGH	src/demos/python/mbs/demo_MBS_imposed_motion.py	79	# In this example we impose position and rotation of a shape respect to absolute reference,	COMMENT
HIGH	src/demos/python/mbs/demo_MBS_imposed_motion.py	134	# In this example we impose position and rotation of a shape respect to absolute reference,	COMMENT
HIGH	src/demos/python/mbs/demo_MBS_imposed_motion.py	158	# In this example we impose position and rotation of a shape respect to absolute reference,	COMMENT
HIGH	src/demos/python/mbs/demo_MBS_imposed_motion.py	183	# In this example we impose rotation of a shape respect to absolute reference,	COMMENT

Excessive Try-Catch Wrapping25 hits · 51 pts

Severity	File	Line	Snippet	Context
LOW	contrib/packaging-python/conda/upload.py	192	except Exception:	CODE
LOW	contrib/packaging-python/conda/upload.py	261	except Exception as e:	CODE
LOW	contrib/packaging-python/conda/upload.py	343	except Exception as error:	CODE
MEDIUM	contrib/packaging-python/conda/upload.py	121	def add_package(aserver_api, args, username, package_name, package_attrs, packag	CODE
MEDIUM	src/demos/tools/blender_py/blend_pproc_render.py	133	print('Error while importing meshes')	CODE
MEDIUM	src/demos/python/mbs/demo_MBS_checkpoint.py	82	print("Error creating output directory ")	CODE
MEDIUM	…/demos/python/parsers/demo_PARSER_Python_SolidWorks.py	82	print("Error creating output directory " )	CODE
MEDIUM	…/demos/python/parsers/demo_PARSER_Python_SolidWorks.py	88	print("Error creating anim directory " )	CODE
MEDIUM⚡	src/demos/python/core/demo_CH_functions.py	39	print("Error creating output directory " )	CODE
MEDIUM	src/demos/python/vehicle/demo_VEH_SuspensionTestRig.py	81	print("Error creating output directory " )	CODE
MEDIUM⚡	…s/python/vehicle/demo_VEH_CRMTerrain_WheeledVehicle.py	53	print(f"Error processing wheel: {e}")	CODE
LOW⚡	…s/python/vehicle/demo_VEH_CRMTerrain_WheeledVehicle.py	52	except Exception as e:	CODE
MEDIUM	src/demos/python/vehicle/demo_VEH_WheeledJSON.py	88	print("Error creating output directory " )	CODE
MEDIUM	src/demos/python/vehicle/demo_VEH_HMMWV.py	108	print("Error creating output directory " )	CODE
MEDIUM⚡	src/demos/python/robot/demo_ROBOT_RoboSimian_Rigid.py	300	print("Error creating output directory " )	CODE
MEDIUM⚡	src/demos/python/fea/demo_FEA_shells.py	36	print("Error creating output directory " )	CODE
MEDIUM	src/demos/python/fea/demo_FEA_contacts.py	127	print('Error Loading meshes')	CODE
MEDIUM⚡	src/demos/python/fea/demo_FEA_shellsBST.py	32	print("Error creating output directory " )	CODE
MEDIUM⚡	src/demos/python/fea/demo_FEA_loads_dynamic.py	32	print("Error creating output directory " )	CODE
MEDIUM	src/demos/python/sensor/demo_SEN_HMMWV.py	105	print("Error creating output directory ")	CODE
MEDIUM	src/demos/python/yaml/demo_YAML_mbs_controller.py	251	print("Error creating output directory ")	CODE
MEDIUM	src/demos/python/yaml/demo_YAML_mbs.py	72	print("Error creating output directory ")	CODE
MEDIUM	src/demos/python/yaml/demo_YAML_mbs.py	79	print("Error creating output directory ")	CODE
MEDIUM⚡	src/demos/python/postprocess/demo_POST_povray1.py	26	print("Error creating output directory " )	CODE
MEDIUM⚡	src/demos/python/postprocess/demo_POST_povray2.py	26	print("Error creating output directory " )	CODE

Hyper-Verbose Identifiers31 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	contrib/packaging-python/conda/upload.py	49	def create_release_interactive(aserver_api, username, package_name, version, release_attrs):	CODE
LOW⚡	data/models/regolith/generate_regolith.py	126	def delete_particle_and_material(particle, material):	CODE
LOW	src/chrono_multicore/physics/Ch3DOFContainer.h	36	class ChMulticoreDataManager;	CODE
LOW	src/chrono_multicore/physics/Ch3DOFContainer.h	126	friend class ChMulticoreDataManager;	CODE
LOW	src/chrono_multicore/physics/ChSystemMulticore.h	45	class ChMulticoreDataManager;	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	320	def make_material_color_const(nameID, color_const=(1,0,0,0)):	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	340	def make_material_color_attribute(nameID, colname, per_instance=False):	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	571	def setup_property_quaternion(meshsetting, propname, min=0, max=1, mvectplot='NORM', mcolormap='colormap_viridis', matna	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	584	def update_meshsetting_falsecolor_material(new_object, meshsetting, propname):	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	615	def update_meshsetting_color_material(new_object, meshsetting, propname):	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	626	def update_glyphsetting_material(new_object, meshsetting, propname):	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	676	def make_chrono_object_assetlist(mname,mpos,mrot, masset_list):	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	717	def make_chrono_object_clones(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	784	def make_chrono_glyphs_objects(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	972	def make_chrono_glyphs_vectors(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	1093	def make_chrono_glyphs_points(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	1142	def make_chrono_glyphs_coordsys(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	1318	def update_camera_coordinates(mname,mpos,mrot):	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	320	def make_material_color_const(nameID, color_const=(1,0,0,0)):	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	340	def make_material_color_attribute(nameID, colname, per_instance=False):	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	571	def setup_property_quaternion(meshsetting, propname, min=0, max=1, mvectplot='NORM', mcolormap='colormap_viridis', matna	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	584	def update_meshsetting_falsecolor_material(new_object, meshsetting, propname):	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	615	def update_meshsetting_color_material(new_object, meshsetting, propname):	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	626	def update_glyphsetting_material(new_object, meshsetting, propname):	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	676	def make_chrono_object_assetlist(mname,mpos,mrot, masset_list):	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	717	def make_chrono_object_clones(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	784	def make_chrono_glyphs_objects(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	972	def make_chrono_glyphs_vectors(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	1093	def make_chrono_glyphs_points(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	1142	def make_chrono_glyphs_coordsys(mname,mpos,mrot,	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	1318	def update_camera_coordinates(mname,mpos,mrot):	CODE

Deep Nesting33 hits · 25 pts

Severity	File	Line	Context
LOW	contrib/packaging-python/conda/upload.py	121	CODE
LOW	contrib/packaging-python/conda/upload.py	291	CODE
LOW	data/models/regolith/generate_regolith.py	8	CODE
LOW	…hrono_thirdparty/yaml-cpp/test/create-emitter-tests.py	8	CODE
LOW	…hrono_thirdparty/yaml-cpp/test/create-emitter-tests.py	123	CODE
LOW	…hrono_thirdparty/yaml-cpp/test/create-emitter-tests.py	174	CODE
LOW	…letest-1.13.0/googletest/test/gtest_json_test_utils.py	35	CODE
LOW	…letest-1.13.0/googletest/test/gtest_json_test_utils.py	45	CODE
LOW	…gletest-1.13.0/googletest/test/gtest_xml_test_utils.py	112	CODE
LOW	…gletest-1.13.0/googletest/test/gtest_xml_test_utils.py	153	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	584	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	626	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	676	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	717	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	784	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	1794	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	2112	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	584	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	626	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	676	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	717	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	784	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	1794	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	2112	CODE
LOW	src/demos/tools/blender_py/reader.py	16	CODE
LOW	src/demos/tools/blender_py/blend_pproc_render.py	28	CODE
LOW	src/demos/tools/blender_py/blend_pproc_render.py	101	CODE
LOW	src/demos/python/SetChronoSolver.py	3	CODE
LOW	…s/python/vehicle/demo_VEH_CRMTerrain_WheeledVehicle.py	26	CODE
LOW	src/demos/python/sensor/demo_SEN_camera.py	91	CODE
LOW	src/demos/python/sensor/radar.py	108	CODE
LOW	src/demos/python/yaml/demo_YAML_mbs.py	25	CODE
LOW	src/demos/python/fsi/demo_FSI_ObjectDrop.py	73	CODE

Verbosity Indicators15 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW⚡	data/models/regolith/generate_regolith.py	135	# Step 1: Generate a particle	COMMENT
LOW⚡	data/models/regolith/generate_regolith.py	138	# Step 2: Export the particle as OBJ with the material	COMMENT
LOW⚡	data/models/regolith/generate_regolith.py	142	# Step 3: Delete the particle and material	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3386	// Step 1: Schubfach multiplier calculation.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3422	// Step 2: Try larger divisor; remove trailing zeros if necessary.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3480	// Step 3: Find the significand with the smaller divisor.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3583	// Step 1: Schubfach multiplier calculation.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3622	// Step 2: Try larger divisor; remove trailing zeros if necessary.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3679	// Step 3: Find the significand with the smaller divisor.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3727	// Step 1: Schubfach multiplier calculation.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3753	// Step 2: Try larger divisor; remove trailing zeros if necessary.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3787	// Step 3: Find the significand with the small divisor.	COMMENT
LOW	…tracked_vehicle/track_assembly/ChTrackAssemblyBand.cpp	99	// Step 1: Determine if the sprocket is ahead or behind of the other circles	COMMENT
LOW	…tracked_vehicle/track_assembly/ChTrackAssemblyBand.cpp	123	// Step 2: Create an ordered list of the circles with respect to their distance from the starting circle	COMMENT
LOW	…tracked_vehicle/track_assembly/ChTrackAssemblyBand.cpp	150	// Step 3: Going down the ordered list of circles from farthest to closest,	COMMENT

Structural Annotation Overuse15 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW⚡	data/models/regolith/generate_regolith.py	135	# Step 1: Generate a particle	COMMENT
LOW⚡	data/models/regolith/generate_regolith.py	138	# Step 2: Export the particle as OBJ with the material	COMMENT
LOW⚡	data/models/regolith/generate_regolith.py	142	# Step 3: Delete the particle and material	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3386	// Step 1: Schubfach multiplier calculation.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3422	// Step 2: Try larger divisor; remove trailing zeros if necessary.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3480	// Step 3: Find the significand with the smaller divisor.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3583	// Step 1: Schubfach multiplier calculation.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3622	// Step 2: Try larger divisor; remove trailing zeros if necessary.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3679	// Step 3: Find the significand with the smaller divisor.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3727	// Step 1: Schubfach multiplier calculation.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3753	// Step 2: Try larger divisor; remove trailing zeros if necessary.	COMMENT
LOW	src/chrono_thirdparty/yaml-cpp/src/contrib/dragonbox.h	3787	// Step 3: Find the significand with the small divisor.	COMMENT
LOW	…tracked_vehicle/track_assembly/ChTrackAssemblyBand.cpp	99	// Step 1: Determine if the sprocket is ahead or behind of the other circles	COMMENT
LOW	…tracked_vehicle/track_assembly/ChTrackAssemblyBand.cpp	123	// Step 2: Create an ordered list of the circles with respect to their distance from the starting circle	COMMENT
LOW	…tracked_vehicle/track_assembly/ChTrackAssemblyBand.cpp	150	// Step 3: Going down the ordered list of circles from farthest to closest,	COMMENT

AI Structural Patterns14 hits · 8 pts

Severity	File	Line	Context
LOW	…etest-1.13.0/googletest/test/googletest-output-test.py	213	CODE
LOW	…googletest-1.13.0/googlemock/test/gmock_output_test.py	72	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	140	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	218	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	476	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	972	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	1093	CODE
LOW	src/importer_blender/for_blender_5.0/chrono_import.py	1142	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	140	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	218	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	476	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	972	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	1093	CODE
LOW	src/importer_blender/for_blender_4.4/chrono_import.py	1142	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	src/chrono_models/robot/curiosity/Curiosity.cpp	432	// Initialize rover parts, fixing bodies to ground as requested	COMMENT

Cross-Language Confusion3 hits · 8 pts

Severity	File	Line	Snippet	Context
HIGH	src/demos/python/chrono-tensorflow/PPO/policy.py	170	2) D_KL(pi_old \|\| pi_new)	STRING
HIGH	…c/demos/python/chrono-tensorflow/PPO/train_parallel.py	214	kl_targ: D_KL target for policy update [D_KL(pi_old \|\| pi_new)	STRING
HIGH	src/demos/python/chrono-tensorflow/PPO/train_serial.py	255	kl_targ: D_KL target for policy update [D_KL(pi_old \|\| pi_new)	STRING

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	contrib/packaging-python/conda/upload.py	160	# Check if the release already exists	COMMENT
LOW	…t-1.13.0/googletest/test/googletest-filter-unittest.py	67	# Check if this platform can unset environment variables in child processes.	COMMENT
LOW⚡	…s/python/vehicle/demo_VEH_CRMTerrain_WheeledVehicle.py	43	# Check if this is a deformable tire (FEA)	COMMENT
LOW	…s/python/vehicle/demo_VEH_CRMTerrain_WheeledVehicle.py	358	# Output results	COMMENT

Slop Phrases2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/importer_blender/for_blender_5.0/chrono_import.py	35	# - if no material is added to a visual shape in Chrono, you can add by hand in Blender to	COMMENT
MEDIUM	src/importer_blender/for_blender_4.4/chrono_import.py	35	# - if no material is added to a visual shape in Chrono, you can add by hand in Blender to	COMMENT

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…/googletest-1.13.0/googletest/test/gtest_test_utils.py	198	Changes into a specified directory, if provided, and executes a command. Restores the old directory afterwards.	STRING

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	src/chrono/physics/ChContactSMC.cpp	162	//// TODO: implement proper MultiStep mode	COMMENT
LOW	src/chrono_modal/ChModalDamping.cpp	136	// TODO: implement an eigensolver using Eigen::Dense matrix directly, without Nullspace transformation,	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	contrib/build-scripts/linux/buildFastDDS.sh	17	# Usage:	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…l-cpp/test/googletest-1.13.0/docs/reference/mocking.md	279	.WillRepeatedly(Return("John Doe")); // Return "John Doe" on all calls	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings