AcademySoftwareFoundation/OpenImageIO

4.3

Adjusted Score

4.3

Raw Score

100%

Time Factor

2026-07-12

Last Push

2.3K

Stars

C++

Language

302.3K

Lines of Code

832

Files

1.3K

Pattern Hits

2026-07-14

Scan Date

0.00

HC Hit Rate

What These Metrics Mean

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

Score History

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

Severity Breakdown

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

CRITICAL 0HIGH 2MEDIUM 75LOW 1219

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 1296 distinct pattern matches across 14 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 Block1132 hits · 960 pts

Severity	File	Line	Snippet	Context
LOW	pyproject.toml	141	# [[tool.cibuildwheel.overrides]]	COMMENT
LOW	conanfile.txt	21	# pybind11/2.4.3 - conan doesn't have this minimum version	COMMENT
LOW	testsuite/oiiotool-deep/run.py	61	# only over A's samples, so if A had no samples in a pixel but B had	COMMENT
LOW	testsuite/jpeg2000-j2kp4files/run.py	41	# for f in files:	COMMENT
LOW	…/docs-examples-python/src/docs-examples-imageoutput.py	1	#!/usr/bin/env python	COMMENT
LOW	…/docs-examples-python/src/docs-examples-imageoutput.py	21	def example1() -> None:	COMMENT
LOW	…cs-examples-python/src/docs-examples-writingplugins.py	1	#!/usr/bin/env python	COMMENT
LOW	…cs-examples-python/src/docs-examples-writingplugins.py	21	def example1() -> None:	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-imageinput.py	1	#!/usr/bin/env python	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-imageinput.py	21	def example1() -> None:	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-texturesys.py	1	#!/usr/bin/env python	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-texturesys.py	21	def example1() -> None:	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-imageioapi.py	1	#!/usr/bin/env python	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-imageioapi.py	21	def example1() -> None:	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-imagecache.py	1	#!/usr/bin/env python	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-imagecache.py	21	def example1() -> None:	COMMENT
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	1	#!/usr/bin/env python	COMMENT
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	21		COMMENT
LOW	…ite/docs-examples-python/src/docs-examples-imagebuf.py	1	#!/usr/bin/env python	COMMENT
LOW	…ite/docs-examples-python/src/docs-examples-imagebuf.py	21	def example1() -> None:	COMMENT
LOW	…suite/docs-examples-cpp/src/docs-examples-imagebuf.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…suite/docs-examples-cpp/src/docs-examples-imagebuf.cpp	21	// Example code fragment from the docs goes here.	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-texturesys.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-texturesys.cpp	21	// Example code fragment from the docs goes here.	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-imagecache.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-imagecache.cpp	21	// Example code fragment from the docs goes here.	COMMENT
LOW	…docs-examples-cpp/src/docs-examples-writingplugins.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…docs-examples-cpp/src/docs-examples-writingplugins.cpp	21	// Example code fragment from the docs goes here.	COMMENT
LOW	…e/docs-examples-cpp/src/docs-examples-imagebufalgo.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…e/docs-examples-cpp/src/docs-examples-imagebufalgo.cpp	21	#include <OpenImageIO/imagebuf.h>	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-imageioapi.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-imageioapi.cpp	21	// Example code fragment from the docs goes here.	COMMENT
LOW	…te/docs-examples-cpp/src/docs-examples-imageoutput.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…te/docs-examples-cpp/src/docs-examples-imageoutput.cpp	21	// Example code fragment from the docs goes here.	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-imageinput.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	…ite/docs-examples-cpp/src/docs-examples-imageinput.cpp	21	// Example code fragment from the docs goes here.	COMMENT
LOW	testsuite/texture-overscan/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/maketx/run.py	181	# --mipimage	COMMENT
LOW	testsuite/tiff-suite/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/tiff-suite/run.py	21	command += rw_command (OIIO_TESTSUITE_IMAGEDIR, "dscf0013.tif")	COMMENT
LOW	testsuite/tiff-suite/run.py	41	# off_luv24.tif 333x225 8-bit CIE LogLuv (SGILog24) office from " "	COMMENT
LOW	testsuite/tiff-suite/run.py	81	# oxford.tif 601x81 8-bit RGB (lzw) screendump off oxford	COMMENT
LOW	testsuite/openexr-multires/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/tiff-misc/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/oiiotool-color/run.py	101	command += oiiotool ("--nostderr --colorconfig missing.ocio -echo \"Nonexistent config\"", failureok=True)	COMMENT
LOW	testsuite/texture-derivs/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/openexr-decreasingy/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/oiiotool-maketx/run.py	161	# To do: --filter --checknan --fullpixels	COMMENT
LOW	testsuite/oiiotool-control/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/texture-filtersize/run.py	1	#!/usr/bin/env python	COMMENT
LOW	testsuite/texture-filtersize/run.py	21	# we aren't over-filtering or under-filtering.	COMMENT
LOW	.github/workflows/release-sign.yml	1	# SPDX-License-Identifier: Apache-2.0	COMMENT
LOW	src/testtex/testtex.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	src/testtex/testtex.cpp	561		COMMENT
LOW	src/gif.imageio/gif.h	1	//	COMMENT
LOW	src/gif.imageio/gif.h	61		COMMENT
LOW	src/gif.imageio/gif.h	81	#include <stdlib.h>	COMMENT
LOW	src/gif.imageio/gifinput.cpp	1	// Copyright Contributors to the OpenImageIO project.	COMMENT
LOW	src/gif.imageio/gifinput.cpp	21		COMMENT
LOW	src/gif.imageio/gifinput.cpp	81	/// Indicates what to do with canvas	COMMENT
1072 more matches not shown…

Self-Referential Comments25 hits · 76 pts

Severity	File	Line	Snippet	Context
MEDIUM	testsuite/python-imagebuf/src/test_imagebuf.py	294	# Create a small buffer, do various pixel reads and writes	COMMENT
MEDIUM	…/docs-examples-python/src/docs-examples-imageoutput.py	10	# This file contains code examples from the ImageOutput chapter of the	COMMENT
MEDIUM	…/docs-examples-python/src/docs-examples-imageoutput.py	116	# Create the output file and copy the image	COMMENT
MEDIUM	…cs-examples-python/src/docs-examples-writingplugins.py	10	# This file contains code examples from the Writing Plugins chapter of the	COMMENT
MEDIUM	…e/docs-examples-python/src/docs-examples-imageinput.py	10	# This file contains code examples from the ImageInput chapter of the	COMMENT
MEDIUM	…e/docs-examples-python/src/docs-examples-texturesys.py	10	# This file contains code examples from the TextureSystem chapter of the	COMMENT
MEDIUM	…e/docs-examples-python/src/docs-examples-imageioapi.py	10	# This file contains code examples from the ImageIO API chapter of the	COMMENT
MEDIUM	…e/docs-examples-python/src/docs-examples-imagecache.py	10	# This file contains code examples from the ImageCache chapter of the	COMMENT
MEDIUM	…docs-examples-python/src/docs-examples-imagebufalgo.py	10	# This file contains code examples from the ImageBufAlgo chapter of the	COMMENT
MEDIUM	…docs-examples-python/src/docs-examples-imagebufalgo.py	79	# Create a new 3-channel, 512x512 float image filled with 0.0 values.	COMMENT
MEDIUM	…docs-examples-python/src/docs-examples-imagebufalgo.py	104	# Create a new 640x480 RGB image, with a top-to-bottom gradient	COMMENT
MEDIUM	…docs-examples-python/src/docs-examples-imagebufalgo.py	121	# Create a new 640x480 RGB image, fill it with a two-toned gray	COMMENT
MEDIUM	…docs-examples-python/src/docs-examples-imagebufalgo.py	136	# Create a new 256x256 field of grayscale white noise on [0,1)	COMMENT
MEDIUM	…docs-examples-python/src/docs-examples-imagebufalgo.py	140	# Create a new 256x256 field of grayscale blue noise on [0,1)	COMMENT
MEDIUM	…ite/docs-examples-python/src/docs-examples-imagebuf.py	10	# This file contains code examples from the ImageBuf chapter of the	COMMENT
MEDIUM	testsuite/missingcolor/src/makepartialexr.py	12	# Create an exr file with deliberately missing tiles	COMMENT
MEDIUM	testsuite/openexr-decreasingy/run.py	24	# Create an image in decreasing order (Tests ImageOutput::write_image() logic)	COMMENT
MEDIUM	testsuite/openexr-decreasingy/run.py	28	# Create an image in decreasing order via copying a reference image. (Tests ImageBuf::write() logic)	COMMENT
MEDIUM	testsuite/oiiotool-demosaic/run.py	13	# Create a test image with color gradient	COMMENT
MEDIUM	testsuite/texture-env/run.py	9	# Create a ramped checker	COMMENT
MEDIUM⚡	testsuite/python-imageinput/src/test_imageinput.py	212	# Create a file that has unassociated alpha	COMMENT
MEDIUM	testsuite/python-imageinput/src/test_imageinput.py	236	# Create a file that has unassociated alpha	COMMENT
MEDIUM	testsuite/perchannel/run.py	36	# Create a file with per-channel data types, make sure that works	COMMENT
MEDIUM	testsuite/oiiotool-spi/run.py	13	# Define a handy function that runs an oiiotool command, and	COMMENT
MEDIUM	testsuite/nonwhole-tiles/run.py	12	# Create a file	COMMENT

Decorative Section Separators22 hits · 69 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	.github/workflows/wheel.yml	187	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	.github/workflows/wheel.yml	189	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	.github/workflows/wheel.yml	199	# -------------------------------------------------------------------	COMMENT
MEDIUM⚡	.github/workflows/wheel.yml	201	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	54	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	56	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	80	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	82	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	93	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	95	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	289	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	291	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	302	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	304	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	378	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	380	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	391	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	393	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	458	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	460	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	471	# -------------------------------------------------------------------	COMMENT
MEDIUM	.github/workflows/wheel.yml	473	# -------------------------------------------------------------------	COMMENT

Excessive Try-Catch Wrapping28 hits · 52 pts

Severity	File	Line	Snippet	Context
LOW	testsuite/python-deep/src/test_deep.py	324	except Exception as detail:	CODE
MEDIUM	testsuite/python-imagebuf/src/test_imagebuf.py	58	print ("Error writing", filename, ":", image.geterror())	CODE
MEDIUM⚡	testsuite/python-imagebuf/src/test_imagebuf.py	142	print ("Error on initial open:", out.geterror())	CODE
MEDIUM⚡	testsuite/python-imagebuf/src/test_imagebuf.py	146	print ("Error on write:", img.geterror())	CODE
MEDIUM⚡	testsuite/python-imagebuf/src/test_imagebuf.py	149	print ("Error on open for append:", out.geterror())	CODE
MEDIUM⚡	testsuite/python-imagebuf/src/test_imagebuf.py	153	print ("Error on write:", img.geterror())	CODE
LOW	testsuite/python-imagebuf/src/test_imagebuf.py	339	except Exception as detail:	CODE
MEDIUM	…e/docs-examples-python/src/docs-examples-imageinput.py	128	print("Error closing", filename, ", error =", inp.geterror())	CODE
MEDIUM⚡	testsuite/python-imageoutput/src/test_imageoutput.py	23	print ("Error reading input pixels in", in_filename)	CODE
MEDIUM⚡	testsuite/python-imageoutput/src/test_imageoutput.py	29	print ("Error reading input pixels in", in_filename)	CODE
MEDIUM⚡	testsuite/python-imageoutput/src/test_imageoutput.py	38	print ("Error reading input pixels in", in_filename)	CODE
MEDIUM⚡	testsuite/python-imageoutput/src/test_imageoutput.py	44	print ("Error reading input pixels in", in_filename)	CODE
MEDIUM	testsuite/python-imageoutput/src/test_imageoutput.py	56	print ("Error reading input pixels in", in_filename)	CODE
LOW	testsuite/python-imageoutput/src/test_imageoutput.py	230	except Exception as detail:	CODE
LOW	testsuite/python-typedesc/src/test_typedesc.py	270	except Exception as detail:	CODE
LOW	testsuite/python-paramlist/src/test_paramlist.py	155	except Exception as detail:	CODE
LOW	testsuite/python-roi/src/test_roi.py	93	except Exception as detail:	CODE
MEDIUM	testsuite/python-imageinput/src/test_imageinput.py	151	print ("Error: tiled")	CODE
MEDIUM	testsuite/python-imageinput/src/test_imageinput.py	181	print ("Error: not tiled")	CODE
MEDIUM⚡	testsuite/python-imageinput/src/test_imageinput.py	206	print ("Error writing", filename, ":", image.geterror())	CODE
LOW	testsuite/python-imageinput/src/test_imageinput.py	409	except Exception as detail:	CODE
LOW	testsuite/python-texturesys/src/test_texture_sys.py	227	except Exception as detail:	CODE
LOW	testsuite/python-colorconfig/src/test_colorconfig.py	97	except Exception as detail:	CODE
LOW	testsuite/python-imagecache/src/test_imagecache.py	140	except Exception as detail:	CODE
LOW	testsuite/python-imagespec/src/test_imagespec.py	251	except Exception as detail:	CODE
MEDIUM	testsuite/python-imagebufalgo/src/test_imagebufalgo.py	33	print ("Error writing", filename, ":", image.geterror())	CODE
LOW	testsuite/python-imagebufalgo/src/test_imagebufalgo.py	654	except Exception as detail:	CODE
LOW	testsuite/python-oiio/src/test_oiio.py	152	except Exception as detail:	CODE

Unused Imports38 hits · 38 pts

Severity	File	Line	Context
LOW	testsuite/python-deep/src/test_deep.py	7	CODE
LOW	testsuite/python-imagebuf/src/test_imagebuf.py	7	CODE
LOW	…cs-examples-python/src/docs-examples-writingplugins.py	18	CODE
LOW	…cs-examples-python/src/docs-examples-writingplugins.py	19	CODE
LOW	…e/docs-examples-python/src/docs-examples-imageinput.py	19	CODE
LOW	…e/docs-examples-python/src/docs-examples-imageinput.py	110	CODE
LOW	…e/docs-examples-python/src/docs-examples-texturesys.py	18	CODE
LOW	…e/docs-examples-python/src/docs-examples-texturesys.py	19	CODE
LOW	…e/docs-examples-python/src/docs-examples-imageioapi.py	18	CODE
LOW	…e/docs-examples-python/src/docs-examples-imageioapi.py	19	CODE
LOW	…e/docs-examples-python/src/docs-examples-imagecache.py	18	CODE
LOW	…e/docs-examples-python/src/docs-examples-imagecache.py	19	CODE
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	19	CODE
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	20	CODE
LOW	…ite/docs-examples-python/src/docs-examples-imagebuf.py	18	CODE
LOW	…ite/docs-examples-python/src/docs-examples-imagebuf.py	19	CODE
LOW	testsuite/python-imageoutput/src/test_imageoutput.py	6	CODE
LOW	testsuite/targa-thumbnail/run.py	9	CODE
LOW	testsuite/oiiotool-color/run.py	8	CODE
LOW	testsuite/python-typedesc/src/test_typedesc.py	7	CODE
LOW	testsuite/python-paramlist/src/test_paramlist.py	7	CODE
LOW	testsuite/openexr-decreasingy/run.py	7	CODE
LOW	testsuite/openexr-decreasingy/run.py	7	CODE
LOW	testsuite/python-roi/src/test_roi.py	7	CODE
LOW	testsuite/python-imageinput/src/test_imageinput.py	7	CODE
LOW	testsuite/python-texturesys/src/test_texture_sys.py	7	CODE
LOW	testsuite/python-colorconfig/run.py	8	CODE
LOW	testsuite/python-colorconfig/src/test_colorconfig.py	7	CODE
LOW	testsuite/python-colorconfig/src/test_colorconfig.py	9	CODE
LOW	testsuite/openexr-copy/run.py	7	CODE
LOW	testsuite/python-imagecache/src/test_imagecache.py	7	CODE
LOW	testsuite/python-imagecache/src/test_imagecache.py	9	CODE
LOW	testsuite/python-imagespec/src/test_imagespec.py	7	CODE
LOW	testsuite/python-imagebufalgo/src/test_imagebufalgo.py	7	CODE
LOW	testsuite/python-oiio/src/test_oiio.py	7	CODE
LOW	src/python/__init__.py	33	CODE
LOW	src/python-nanobind/__init__.py	35	CODE
LOW	src/doc/conf.py	21	CODE

AI Slop Vocabulary13 hits · 37 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/cineon.imageio/cineoninput.cpp	204	// FIXME: making this more robust would require the per-channel transfer	COMMENT
MEDIUM	src/include/OpenImageIO/vecparam.h	22	/// application that have seamless conversion to and from similar types.	COMMENT
MEDIUM	src/include/OpenImageIO/fmath.h	1479	// are much faster at the expense of some accuracy and robust handling of	COMMENT
MEDIUM	src/include/OpenImageIO/function_view.h	64	/// callable object. It's more robust, especially with respect to object	COMMENT
MEDIUM	src/include/OpenImageIO/imagecache.h	137	/// only be able to utilize that single subimage.	COMMENT
MEDIUM	src/include/OpenImageIO/imagecache.h	141	/// subimages (that don't really exist). Essentially this	COMMENT
MEDIUM	src/include/OpenImageIO/imagecache.h	171	/// number (like 3) may help make an application more robust to	COMMENT
MEDIUM	src/iv/imageviewer.cpp	124	// FIXME -- would be nice to have a more nuanced approach to display	COMMENT
MEDIUM	src/libutil/xxhash.cpp	363	if ((((size_t)input) & 3) == 0) // Input is aligned, let's leverage the speed advantage	CODE
MEDIUM	src/libutil/xxhash.cpp	503	if ((((size_t)input) & 7)==0) // Input is aligned, let's leverage the speed advantage	CODE
MEDIUM	src/libtexture/texturesys.cpp	1865	// Tiny dx and dy: Essentially point sampling. Substitute a	COMMENT
MEDIUM	src/libtexture/texturesys.cpp	2713	// To utilize SIMD ops in an inherently scalar loop, every fourth	COMMENT
MEDIUM	src/libtexture/texturesys.cpp	3068	// To utilize SIMD ops in an inherently scalar loop, every fourth	COMMENT

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	testsuite/jpeg-metadata/run.py	13	# Check if the comments are correctly decoded as attributes, and that writing	COMMENT
LOW	…e/docs-examples-python/src/docs-examples-imageinput.py	97	# Open the file, passing in the config.	COMMENT
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	288	# Set B to be a copy of A, but converted to float	COMMENT
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	299	# Set B to be a 200x100 region of A starting at (50,50), trimming	COMMENT
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	311	# Set B to be a 200x100 region of A starting at (50,50), but	COMMENT
LOW	src/build-scripts/build_ninja.bash	19	# Check if the tar exist, download it if not	COMMENT
LOW	src/build-scripts/ninjatracing.py	104	# Check if any event duration is greater than the duration from ninja.	COMMENT

Cross-Language Confusion2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	testsuite/oiiotool/run.py	248	command += oiiotool ("--missingfile black box.tif missing.tif --over -o box_over_missing2.tif \|\| true")	CODE
HIGH	testsuite/oiiotool/run.py	250	command += oiiotool ("--missingfile checker box.tif missing.tif --over -o box_over_missing3.tif \|\| true")	CODE

Structural Annotation Overuse6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	487	// Step 1: Convert both images to YCxCz, clamping to [0,1] first.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	520	// Step 2: Spatial CSF filter — separable, two kernel variants.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	576	// Step 3: y-direction pass + compute color difference.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	641	// Step 4: Feature (edge/point) filter — x-direction pass.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	691	// Step 5: Feature filter y-direction pass + final combine.	COMMENT
LOW	src/dds.imageio/ddsinput.cpp	683	// NOTE: This function has no sanity checks! It's a private method and relies	COMMENT

Verbosity Indicators5 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	487	// Step 1: Convert both images to YCxCz, clamping to [0,1] first.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	520	// Step 2: Spatial CSF filter — separable, two kernel variants.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	576	// Step 3: y-direction pass + compute color difference.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	641	// Step 4: Feature (edge/point) filter — x-direction pass.	COMMENT
LOW	src/libOpenImageIO/imagebufalgo_flip.cpp	691	// Step 5: Feature filter y-direction pass + final combine.	COMMENT

Deep Nesting7 hits · 7 pts

Severity	File	Line	Context
LOW	testsuite/runtest.py	358	CODE
LOW	testsuite/runtest.py	400	CODE
LOW	testsuite/python-deep/src/test_deep.py	49	CODE
LOW	testsuite/python-imagebuf/src/test_imagebuf.py	88	CODE
LOW	testsuite/python-imageoutput/src/test_imageoutput.py	17	CODE
LOW	testsuite/python-imagebufalgo/src/test_imagebufalgo.py	35	CODE
LOW	src/build-scripts/ninjatracing.py	120	CODE

Hyper-Verbose Identifiers6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…e/psd-colormodes/src/make-indexed-transparency-psds.py	29	def find_transparency_index_resource(data):	CODE
LOW	testsuite/python-imagebuf/src/test_imagebuf.py	211	def test_outofrange_subimage_miplevel() :	CODE
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	346	def example_flip_flop_transpose() -> None:	CODE
LOW	…docs-examples-python/src/docs-examples-imagebufalgo.py	544	def example_fillholes_pushpull() -> None:	CODE
LOW⚡	testsuite/python-imageinput/src/test_imageinput.py	211	def test_tiff_remembering_config() :	CODE
LOW	testsuite/python-oiio/src/test_oiio.py	12	def version_string_looks_valid(version: str) -> bool:	CODE

Slop Phrases3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/jpeg.imageio/jpeginput.cpp	631	// Don't forget to save and restore any configuration settings.	COMMENT
LOW	src/r3d.imageio/r3dinput.cpp	354	// Don't forget to save and restore any configuration settings.	COMMENT
LOW	src/png.imageio/pnginput.cpp	331	// Don't forget to save and restore any configuration settings.	COMMENT

AI Structural Patterns2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	testsuite/runtest.py	221		CODE
LOW	testsuite/runtest.py	290		CODE