2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

13.4K

Stars

Language

706.9K

Lines of Code

1.2K

Files

1.2K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 8.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1149 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 9 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 73 finding(s).

PR Review Velocity Impact 9.7/100 · LOW

Which changes need focused human review? 1227 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 0HIGH 5MEDIUM 91LOW 1131

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 1227 distinct pattern matches across 16 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block1065 hits · 1060 pts

Severity	File	Line	Snippet	Context
LOW	packaging/macosx/3_make_hb_darktable_package.sh	1	#!/bin/bash	COMMENT
LOW	tools/generate_masks_presets_strings.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/memory_leaks.py	1	#	COMMENT
LOW	tools/rawspeed-diff-cameras-xml.rb	1	#!/usr/bin/env ruby	COMMENT
LOW	tools/create_control_svg.sh	1	#!/bin/bash	COMMENT
LOW	tools/purge_from_cache.sh	1	#!/bin/bash	COMMENT
LOW	tools/integration-tests-for.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/dngmeta.rb	1	#!/usr/bin/env ruby	COMMENT
LOW	tools/rawspeed-check-canon.rb	1	#!/usr/bin/env ruby	COMMENT
LOW	tools/rawspeed-check-canon.rb	61		COMMENT
LOW	tools/appimage-build-script.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/appimage-build-script.sh	21	mkdir {build,AppDir}	COMMENT
LOW	tools/appimage-build-script.sh	41	# AppImage, for the nightly builds we did this in the GitHub Action.	COMMENT
LOW	tools/generate_styles_string.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tools/rawspeed-check-nikon-modes.rb	1	#!/usr/bin/env ruby	COMMENT
LOW	tools/tiling.py	1	#	COMMENT
LOW	tools/watch_folder.sh	1	#!/bin/bash	COMMENT
LOW	tools/dngmeta.sh	1	#!/bin/bash	COMMENT
LOW	tools/authors_h.sh	1	#!/bin/bash	COMMENT
LOW	tools/authors_h.sh	81	# kate: tab-width: 2; replace-tabs on; indent-width 2; tab-indents: off;	COMMENT
LOW	tools/basecurve/darktable-curve-tool.c	21	#include <stdint.h>	COMMENT
LOW	tools/release/devel-stats.sh	1	#!/bin/bash	COMMENT
LOW	tools/release/generate-translation.sh	1	#!/bin/bash	COMMENT
LOW	tools/release/generate-authors.sh	1	#!/bin/bash	COMMENT
LOW	tools/introspection/scanner.pm	1	# This file is part of darktable,	COMMENT
LOW	tools/introspection/code_gen.pm	1	# This file is part of darktable,	COMMENT
LOW	tools/introspection/parser.pl	1	#!/usr/bin/perl	COMMENT
LOW	tools/introspection/parser.pm	1	# This file is part of darktable,	COMMENT
LOW	tools/introspection/ast.pm	1	# This file is part of darktable,	COMMENT
LOW	tools/introspection/ast.pm	1141	# modelines: These editor modelines have been set for all relevant files by tools/update_modelines.sh	COMMENT
LOW	tools/ai/install-ort-amd-build.sh	1	#!/bin/bash	COMMENT
LOW	tools/noise/graph2.sh	21	# only canon mark 2+3	COMMENT
LOW	.ci/ci-script.sh	1	#!/bin/bash	COMMENT
LOW	.ci/integration-select.py	1	#!/usr/bin/env python3	COMMENT
LOW	.ci/integration-select.py	21	#	COMMENT
LOW	dev-doc/README.md	61		COMMENT
LOW	data/kernels/common.h	41	#ifndef M_PI_2f	COMMENT
LOW	data/kernels/common.h	61		COMMENT
LOW	data/kernels/common.h	81		COMMENT
LOW	data/kernels/grain.h	81	#error "grain.h: OpenCL translation unit must '#define GRAIN_CL 1' before including this header"	COMMENT
LOW	data/kernels/grain.h	361	}	COMMENT
LOW	data/style/lightbox.css	1	#lightbox{ position: absolute; left: 0; width: 100%; z-index: 100; text-align: center; line-height: 0;}	COMMENT
LOW	data/style/lightbox.css	21	#imageData{ padding:0 10px; color: #666; }	COMMENT
LOW	data/styles/CMakeLists.txt	1	#	COMMENT
LOW	src/is_supported_platform.h	21	// WARNING: do not #include anything in here!	COMMENT
LOW	src/is_supported_platform.h	41	#else	COMMENT
LOW	src/is_supported_platform.h	61	#if !DT_SUPPORTED_X86 && !DT_SUPPORTED_ARMv8A && !DT_SUPPORTED_PPC64 && !DT_SUPPORTED_RISCV64 && !DT_SUPPORTED_LOONGARCH	COMMENT
LOW	src/is_supported_platform.h	81	// modelines: These editor modelines have been set for all relevant files by tools/update_modelines.py	COMMENT
LOW	src/CMakeLists.txt	701	message(FATAL_ERROR "No suitable GMIC development files found, please install them or disable GMIC support")	COMMENT
LOW	src/CMakeLists.txt	1161	# cmake implicitly sets GENERATED on the source file in the directory of the custom command	COMMENT
LOW	src/main.c	21	#include "develop/develop.h"	COMMENT
LOW	src/config.cmake.h	21		COMMENT
LOW	src/config.cmake.h	41	#define __GNUC_PREREQ(maj, min) ((__GNUC__ << 16) + __GNUC_MINOR__ >= ((maj) << 16) + (min))	COMMENT
LOW	src/config.cmake.h	61		COMMENT
LOW	src/config.cmake.h	81	* OpenCL target settings	COMMENT
LOW	src/develop/blend.h	21	#include "common/iop_profile.h"	COMMENT
LOW	src/develop/blend.h	421	// work only in the embedded position: the hosts fold themselves, and on the	COMMENT
LOW	src/develop/blend.h	481	dt_masks_edit_mode_t masks_shown;	COMMENT
LOW	src/develop/blend.h	501	// two or three rows when the panel is narrow. A height-for-width container	COMMENT
LOW	src/develop/blend.h	521	// expander (_masks_header_cluster_new)	COMMENT
1005 more matches not shown…

Decorative Section Separators64 hits · 180 pts

Severity	File	Line	Snippet	Context
MEDIUM	build.sh	12	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	14	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	44	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	46	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	137	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	139	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	194	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	196	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	299	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	301	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	323	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	325	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	338	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	340	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	361	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	build.sh	363	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tools/noise/subr.sh	1	# --------------------------------------------------------------------	COMMENT
MEDIUM	tools/noise/subr.sh	3	# --------------------------------------------------------------------	COMMENT
MEDIUM	tools/noise/subr.sh	251	# --------------------------------------------------------------------	COMMENT
MEDIUM	tools/noise/subr.sh	253	# --------------------------------------------------------------------	COMMENT
MEDIUM	tools/noise/subr.sh	508	# --------------------------------------------------------------------	COMMENT
MEDIUM	tools/noise/subr.sh	510	# --------------------------------------------------------------------	COMMENT
MEDIUM	src/develop/masks/path.c	2178	// ── Phase 1: per-column vertical distances (squared) ──────────────────────	COMMENT
MEDIUM	src/develop/masks/path.c	2222	// ── Phase 2: per-row parabola envelope → full 2D squared distances ────────	COMMENT
MEDIUM	src/tests/masking/flexi/gen_xmp.py	12	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/tests/masking/flexi/gen_xmp.py	15	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/tests/masking/flexi/gen_xmp.py	124	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/tests/masking/flexi/gen_xmp.py	126	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/tests/masking/flexi/gen_xmp.py	196	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/tests/masking/flexi/gen_xmp.py	198	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	src/tests/masking/flexi/gen_xmp.py	330	# ---------------------------------------------------------------------------	STRING
MEDIUM	src/tests/masking/flexi/gen_xmp.py	332	# ---------------------------------------------------------------------------	STRING
MEDIUM	src/tests/masking/flexi/gen_xmp.py	603	# ---------------------------------------------------------------------------	STRING
MEDIUM	src/tests/masking/flexi/gen_xmp.py	640	# ---------------------------------------------------------------------------	STRING
MEDIUM	src/tests/masking/flexi/gen_xmp.py	760	# ---------------------------------------------------------------------------	STRING
MEDIUM	src/tests/masking/flexi/gen_xmp.py	790	# ---------------------------------------------------------------------------	STRING
MEDIUM	src/gui/welcome.c	31	// ── internal types ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	85	// ── helpers ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	118	// ── logo ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	145	// ── checkbox callback ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	154	// ── dirchooser callbacks ──────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	194	// ── combobox callback ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	213	// ── navigation state ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	272	// ── page widget builder ───────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	474	// ── public API ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	688	// ── static header (logo + app name) – never moves between pages ──────────	COMMENT
MEDIUM	src/gui/welcome.c	700	// ── stack of pages ────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	719	// ── footer ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	753	// ── navigation state ──────────────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	788	// ── content definition & entry point ─────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	794	// ── Page 0: intro (hardcoded) ─────────────────────────────────────────────	COMMENT
MEDIUM	src/gui/welcome.c	809	// ── Dynamic conf pages (driven from darktableconfig.xml.in) ──────────────	COMMENT
MEDIUM	src/gui/welcome.c	835	// ── Last page: outro (hardcoded) ──────────────────────────────────────────	COMMENT
MEDIUM	src/external/LibRaw-cmake/CMakeLists.txt	1	# ===========================================================	COMMENT
MEDIUM	src/external/LibRaw-cmake/CMakeLists.txt	23	# ============================================================	COMMENT
MEDIUM	src/external/LibRaw-cmake/CMakeLists.txt	44	# ==================================================================================================	COMMENT
MEDIUM	src/external/LibRaw-cmake/CMakeLists.txt	81	# ==================================================================================================	COMMENT
MEDIUM	src/external/LibRaw-cmake/CMakeLists.txt	100	# ==================================================================================================	COMMENT
MEDIUM	src/control/conf.c	943	// ── welcome-screen metadata ───────────────────────────────────────────────────	COMMENT
MEDIUM	src/iop/overlay.c	605	// ── Acquire / refresh the overlay buffer ─────────────────────────────────	COMMENT
4 more matches not shown…

Self-Referential Comments14 hits · 42 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/memory_leaks.py	2	# This file is part of darktable,	COMMENT
MEDIUM	tools/create_control_svg.sh	3	# This file is part of darktable,	COMMENT
MEDIUM	tools/dtstyle_to_xmp.py	30	# Create a new xml structure.	COMMENT
MEDIUM	tools/integration-tests-for.sh	3	# This file is part of darktable.	COMMENT
MEDIUM	tools/tiling.py	2	# This file is part of darktable,	COMMENT
MEDIUM	tools/release/devel-stats.sh	3	# This file is part of darktable,	COMMENT
MEDIUM	tools/release/generate-authors.sh	3	# This file is part of darktable,	COMMENT
MEDIUM	tools/introspection/scanner.pm	1	# This file is part of darktable,	COMMENT
MEDIUM	tools/introspection/code_gen.pm	1	# This file is part of darktable,	COMMENT
MEDIUM	tools/introspection/parser.pl	2	# This file is part of darktable,	COMMENT
MEDIUM	tools/introspection/parser.pm	1	# This file is part of darktable,	COMMENT
MEDIUM	tools/introspection/ast.pm	1	# This file is part of darktable,	COMMENT
MEDIUM	.ci/ci-script.sh	3	# This file is part of darktable.	COMMENT
MEDIUM	.ci/integration-select.py	3	# This file is part of darktable.	COMMENT

Structural Annotation Overuse22 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	dev-doc/AI.md	339	### Step 1: Create the AI Module	COMMENT
LOW	dev-doc/AI.md	423	### Step 2: Register in Build System	COMMENT
LOW	dev-doc/AI.md	440	### Step 3: Add Model Entry	COMMENT
LOW	dev-doc/AI.md	458	### Step 4: Create the UI Consumer	COMMENT
LOW	src/libs/import.c	434	// Step 1: try to check whether the image contains embedded thumbnail	COMMENT
LOW	src/libs/import.c	466	// Step 2: if we were not able to get a thumbnail at step 1,	COMMENT
LOW⚡	src/iop/ashift.c	854	// Step 1: flip x and y coordinates (see above)	COMMENT
LOW⚡	src/iop/ashift.c	861	// Step 2: rotation of image around its center	COMMENT
LOW	src/iop/ashift.c	875	// Step 3: apply shearing	COMMENT
LOW	src/iop/ashift.c	889	// Step 4: apply vertical lens shift effect	COMMENT
LOW	src/iop/ashift.c	904	// Step 5: horizontal compression	COMMENT
LOW	src/iop/ashift.c	917	// Step 6: flip x and y back again	COMMENT
LOW	src/iop/ashift.c	931	// Step 7: now we can apply horizontal lens shift with the same matrix format as above	COMMENT
LOW	src/iop/ashift.c	946	// Step 8: vertical compression	COMMENT
LOW	src/iop/ashift.c	959	// Step 9: apply aspect ratio scaling	COMMENT
LOW	src/iop/ashift.c	971	// Step 10: find x/y offsets and apply according correction so that	COMMENT
LOW	src/iop/colorharmonizer.c	642	// Step 1: compute per-pixel correction maps + cache JCH.	COMMENT
LOW⚡	src/iop/colorharmonizer.c	655	// Step 2: Gaussian-blur corrections spatially.	COMMENT
LOW⚡	src/iop/colorharmonizer.c	663	// Step 3: apply smoothed corrections from cached JCH → output.	COMMENT
LOW	src/iop/demosaicing/rcd.c	171	// Step 0: fill data and make sure data are not negative.	COMMENT
LOW⚡	src/iop/demosaicing/rcd.c	506	// Step 2: Low pass filter incorporating green, red and blue local samples from the raw data	COMMENT
LOW⚡	src/iop/demosaicing/rcd.c	511	// Step 3: populate the green channel at blue and red CFA positions	COMMENT

AI Slop Vocabulary11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/noise/noiseprofile.c	298	// estimate noise by robust statistic (assumes zero mean of HH band):	COMMENT
MEDIUM	src/libs/print_settings.c	631	// on Windows, leverage the XPS print api	COMMENT
MEDIUM	src/common/camera_control.c	1232	// TODO: find a more robust way for this, once we find out how to do it with non-EOS cameras	COMMENT
MEDIUM	src/common/ai/restore_raw_bayer.h	62	// tile postprocess so tile boundaries stay seamless.	COMMENT
MEDIUM	src/views/lighttable.c	1242	// we are not using the int value directly so it's robust against	COMMENT
MEDIUM	src/views/lighttable.c	1277	// we are not using the int value directly so it's robust against	COMMENT
MEDIUM	src/views/darkroom.c	2368	// we are not using the int value directly so it's robust against changes on lcms' side	COMMENT
MEDIUM	src/views/darkroom.c	2400	// we are not using the int value directly so it's robust against changes on lcms' side	COMMENT
MEDIUM	src/dtgtk/culling.c	690	// feels seamless rather than stepped. This must come before the integer-	COMMENT
MEDIUM	src/iop/blurs.c	238	// so we don't shift pixels. This is meant to allow seamless connection	COMMENT
MEDIUM	src/iop/useless.c	179	// version. This is robust even if reordered. If only new fields were	COMMENT

Verbosity Indicators18 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	src/libs/import.c	434	// Step 1: try to check whether the image contains embedded thumbnail	COMMENT
LOW	src/libs/import.c	466	// Step 2: if we were not able to get a thumbnail at step 1,	COMMENT
LOW⚡	src/iop/ashift.c	854	// Step 1: flip x and y coordinates (see above)	COMMENT
LOW⚡	src/iop/ashift.c	861	// Step 2: rotation of image around its center	COMMENT
LOW	src/iop/ashift.c	875	// Step 3: apply shearing	COMMENT
LOW	src/iop/ashift.c	889	// Step 4: apply vertical lens shift effect	COMMENT
LOW	src/iop/ashift.c	904	// Step 5: horizontal compression	COMMENT
LOW	src/iop/ashift.c	917	// Step 6: flip x and y back again	COMMENT
LOW	src/iop/ashift.c	931	// Step 7: now we can apply horizontal lens shift with the same matrix format as above	COMMENT
LOW	src/iop/ashift.c	946	// Step 8: vertical compression	COMMENT
LOW	src/iop/ashift.c	959	// Step 9: apply aspect ratio scaling	COMMENT
LOW	src/iop/ashift.c	971	// Step 10: find x/y offsets and apply according correction so that	COMMENT
LOW	src/iop/colorharmonizer.c	642	// Step 1: compute per-pixel correction maps + cache JCH.	COMMENT
LOW⚡	src/iop/colorharmonizer.c	655	// Step 2: Gaussian-blur corrections spatially.	COMMENT
LOW⚡	src/iop/colorharmonizer.c	663	// Step 3: apply smoothed corrections from cached JCH → output.	COMMENT
LOW	src/iop/demosaicing/rcd.c	171	// Step 0: fill data and make sure data are not negative.	COMMENT
LOW⚡	src/iop/demosaicing/rcd.c	506	// Step 2: Low pass filter incorporating green, red and blue local samples from the raw data	COMMENT
LOW⚡	src/iop/demosaicing/rcd.c	511	// Step 3: populate the green channel at blue and red CFA positions	COMMENT

Synthetic Comment Markers4 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	src/develop/masks/path.c	1497	// per-node tangent noise on dense (AI-generated) paths. sparse masks	COMMENT
HIGH	src/common/mipmap_cache.c	980	// we're write locked here, as requested by the alloc callback.	COMMENT
HIGH	src/common/darktable.c	1891	// Set directories as requested or default.	COMMENT
HIGH	src/common/opencl.c	3766	// total amount of used cl_mem as requested by module tiling code	COMMENT

Excessive Try-Catch Wrapping4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tools/discordrpc.py	69	except Exception as e:	CODE
MEDIUM	tools/discordrpc.py	70	print(f"Error connecting to Discord: {e}")	CODE
LOW	tools/discordrpc.py	81	except Exception as e:	CODE
MEDIUM	tools/discordrpc.py	82	print(f"Error closing Discord connection: {e}")	CODE

Deep Nesting5 hits · 5 pts

Severity	File	Line	Context
LOW	tools/update_modelines.py	33	CODE
LOW	tools/discordrpc.py	36	CODE
LOW	tools/tiling.py	46	CODE
LOW	src/tests/test-hdr-transfer-cli.py	166	CODE
LOW	src/tests/unittests/masks/gen_raster_matrix.py	100	CODE

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	tools/discordrpc.py	94	except:	CODE

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	tools/lua_doc/old_api/dt_api210dev.lua	4696	["placeholder"] = {	CODE
LOW	tools/lua_doc/old_api/dt_api300.lua	4693	["placeholder"] = {	CODE
LOW	tools/lua_doc/old_api/dt_api500.lua	4848	["placeholder"] = {	CODE
LOW	tools/lua_doc/old_api/dt_api400.lua	4785	["placeholder"] = {	CODE
LOW	src/lua/widget/entry.c	262	dt_lua_type_register(L, lua_entry, "placeholder");	CODE

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	packaging/macosx/1_install_hb_dependencies.sh	13	# Check if brew exists	COMMENT
LOW	tools/dtstyle_to_xmp.py	12	# Check if the input file exists.	COMMENT
LOW	tools/dtstyle_to_xmp.py	17	# Check if the requested output file already exist	COMMENT

Slop Phrases3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/libs/metadata_view.c	134	// list, don't forget to make changes to the SQL query as well.	COMMENT
LOW	src/gui/gtk.c	5806	// NOTE: When changing the default theme, don't forget to change it here!	COMMENT
LOW	src/control/progress.h	44	/** cancel the job linked to with dt_control_progress_attach_job(). don't forget to call	COMMENT

Unused Imports4 hits · 4 pts

Severity	File	Line	Context
LOW	tools/update_modelines.py	3	CODE
LOW	tools/derive_filmic_v6_gamut_mapping.py	5	CODE
LOW	tools/extract_wb.py	4	CODE
LOW	src/tests/test-hdr-transfer-cli.py	7	CODE

AI Structural Patterns2 hits · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/tests/masking/flexi/gen_xmp.py	68		CODE
LOW	src/tests/masking/flexi/gen_xmp.py	147		CODE

Hyper-Verbose Identifiers2 hits · 0 pts

Severity	File	Line	Snippet	Context
LOW	src/tests/masking/flexi/gen_xmp.py	571	def build_operator_chain_scenarios():	STRING
LOW	src/tests/masking/flexi/gen_xmp.py	649	def build_refinement_scenarios():	STRING

darktable-org/darktable

Open-Source Code Quality, Security and Technical Debt Review