slint-ui/slint

2.4

Adjusted Score

2.4

Raw Score

100%

Time Factor

2026-07-14

Last Push

23.2K

Stars

Rust

Language

397.2K

Lines of Code

1.7K

Files

846

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 2HIGH 2MEDIUM 22LOW 820

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 846 distinct pattern matches across 18 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Over-Commented Block624 hits · 613 pts

Severity	File	Line	Snippet	Context
LOW	.clippy.toml	1	# Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tools/lsp/Cargo.toml	161	# [package.metadata.wasm-pack.profile.release]	COMMENT
LOW	tools/lsp/preview.rs	101	/// ▼ │	COMMENT
LOW	tools/lsp/language.rs	821	/// generated Rust/C++ public API and the rename actually changes the	COMMENT
LOW	tools/lsp/common.rs	641	url.to_file_path().ok().map(\|path\| path.to_string_lossy().to_string())	COMMENT
LOW	tools/lsp/fmt/fmt.rs	2101	/// Given this line:	COMMENT
LOW	tools/lsp/common/host_language_search.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tools/lsp/common/host_language_search.rs	41	/// Hard limits on scan work. The host-language follow-up runs in a	COMMENT
LOW	tools/lsp/common/host_language_search.rs	241	///	COMMENT
LOW	tools/lsp/common/rename_component.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tools/lsp/common/rename_component.rs	21	//! 1. Calls [`DeclarationNode::host_language_classification`]. This walks	COMMENT
LOW	tools/lsp/common/rename_component.rs	41	//! the query), runs	COMMENT
LOW	tools/lsp/common/rename_component.rs	621	// Ensure the source file is known to the LSP -- avoids classifying	COMMENT
LOW	tools/lsp/common/rename_component.rs	4241	std::fs::create_dir(&path).unwrap();	COMMENT
LOW	tools/lsp/preview/debug.rs	101		COMMENT
LOW	tools/lsp/preview/outline.rs	21	trait Tree {	COMMENT
LOW	tools/lsp/preview/macos_titlebar.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tools/slintpad/playwright.config.ts	61	},	COMMENT
LOW	tools/slintpad/tests/populate-command.spec.ts	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tools/viewer/remote.rs	21	// CARGO_PKG_VERSION tracks the workspace version, so it is the Slint version.	COMMENT
LOW	tools/viewer/main.rs	81		COMMENT
LOW	tools/viewer/main.rs	101	load_data: Option<std::path::PathBuf>,	COMMENT
LOW	tools/viewer/android/build-aab.sh	1	#!/bin/bash	COMMENT
LOW	tools/viewer/android/install-aab.sh	1	#!/bin/bash	COMMENT
LOW	tools/viewer/ci_scripts/ci_post_clone.sh	1	#!/bin/bash	COMMENT
LOW	tools/viewer/remote/apple.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tools/viewer/remote/apple.rs	21		COMMENT
LOW	tools/compiler/main.rs	41	/// Embed in a format optimized for the software renderer. This	COMMENT
LOW	tools/compiler/main.rs	61	#[cfg(feature = "slint-sc")]	COMMENT
LOW	tools/compiler/main.rs	81	#[arg(long, name = "style name")]	COMMENT
LOW	tools/compiler/main.rs	101	output: std::path::PathBuf,	COMMENT
LOW	tools/figma-inspector/src/vite-env.d.ts	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	editors/tree-sitter-slint/run_tests.sh	41		COMMENT
LOW	editors/vscode/src/lsp_commands.ts	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	editors/vscode/src/snippets.ts	1	// Copyright © Danny Tuppeny <danny@tuppeny.com>	COMMENT
LOW	tests/screenshots/fonts/convert.sh	1	#!/bin/bash -e	COMMENT
LOW	tests/driver/rust/template.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/crashes.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/widgets-fluent.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/imports.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/types.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/elements.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/layout.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/lookup.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/translations.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/globals.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/legacy.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/children.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/properties.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/models.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/exports.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/widgets-material.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/interfaces.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/issues.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/widgets-cupertino.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/expr.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/focus.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/accessibility.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/conditional.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
LOW	tests/driver/rust/tests/match_element.rs	1	// Copyright © SixtyFPS GmbH <info@slint.dev>	COMMENT
564 more matches not shown…

Hyper-Verbose Identifiers86 hits · 102 pts

Severity	File	Line	Snippet	Context
LOW	tools/figma-inspector/backend/utils/export-variables.ts	134	async function followChainToConcreteValue(	CODE
LOW	tools/figma-inspector/backend/utils/export-variables.ts	273	function generateStructsAndInstances(	CODE
LOW	tools/figma-inspector/backend/utils/export-variables.ts	815	export async function exportFigmaVariablesToSeparateFiles(	CODE
LOW	tools/figma-inspector/backend/utils/property-parsing.ts	398	export function generateUnsupportedNodeSnippet(sceneNode: SceneNode): string {	CODE
LOW	editors/vscode/src/common.ts	243	async function maybeSendStartupTelemetryEvent(	CODE
LOW	docs/python/tests/test_gen_mdx.py	34	def test_parse_inventory_keeps_only_py_type_roles():	CODE
LOW	docs/python/tests/test_gen_mdx.py	53	def test_docstring_to_mdx_links_escapes_and_preserves_code():	CODE
LOW	docs/python/tests/test_gen_mdx.py	70	def test_render_annotation_forward_ref_string():	CODE
LOW	docs/python/tests/test_gen_mdx.py	103	def test_collect_pages_routes_by_kind_and_respects_all(sample):	CODE
LOW	docs/python/tests/test_gen_mdx.py	120	def test_class_members_inherit_and_hide(sample):	CODE
LOW	docs/python/tests/test_gen_mdx.py	131	def test_generic_title_and_docstring_links(sample):	CODE
LOW	docs/python/tests/test_gen_mdx.py	139	def test_import_statement_top_level(sample):	CODE
LOW	docs/python/tests/test_gen_mdx.py	150	def test_import_statement_submodule(sample):	CODE
LOW	docs/common/src/utils/thirdparty.ts	47	export function generateThirdPartyMarkdown(options: {	CODE
LOW	…ommon/src/utils/starlight-expand-all-sidebar-groups.ts	21	export function starlightExpandAllSidebarGroups() {	CODE
LOW	docs/common/src/utils/starlight-site-defaults.ts	23	export function slintStarlightMarkdownRehypeExternalLinksOnly() {	CODE
LOW	docs/common/src/utils/starlight-site-defaults.ts	33	export function slintStarlightLinksValidatorPlugin(	CODE
LOW	docs/common/src/utils/starlight-favicon-head.ts	13	export function slintStarlightFaviconHead(	CODE
LOW	docs/common/src/testing/playwright-starlight-base.ts	8	export function starlightPlaywrightProjects(): PlaywrightTestConfig["projects"] {	CODE
LOW	docs/common/src/testing/playwright-starlight-base.ts	21	export function starlightPlaywrightSharedOptions(	CODE
LOW	docs/astro/src/components/editor/codemirror.js	161	function initializePreviewContainers(previewContainer, _content) {	CODE
LOW	examples/system-tray/main.py	59	def tray_menu_enabled_changed(self, value: bool) -> None:	CODE
LOW	api/python/slint/tests/test_load_file.py	99	def test_system_tray_has_no_window_attribute() -> None:	CODE
LOW⚡	api/python/slint/tests/test_logical_position.py	13	def test_logical_position_construct_and_access() -> None:	CODE
LOW⚡	api/python/slint/tests/test_logical_position.py	20	def test_logical_position_defaults_to_zero() -> None:	CODE
LOW⚡	api/python/slint/tests/test_logical_position.py	26	def test_logical_position_equality_and_hash() -> None:	CODE
LOW⚡	api/python/slint/tests/test_logical_position.py	35	def test_logical_position_repr() -> None:	CODE
LOW⚡	api/python/slint/tests/test_logical_position.py	39	def test_logical_size_construct_and_access() -> None:	CODE
LOW⚡	api/python/slint/tests/test_logical_position.py	46	def test_logical_size_defaults_to_zero() -> None:	CODE
LOW⚡	api/python/slint/tests/test_logical_position.py	52	def test_round_trip_through_slint_property(tmp_path: Path) -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	26	def test_callback_int_arg_is_int_in_python() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	51	def test_callback_int_return_round_trips_as_int() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	67	def test_invoke_function_returning_int() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	86	def test_struct_int_field_in_callback_arg() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	104	def test_global_callback_int_arg_is_int() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	121	def test_int_property_get_returns_int() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	138	def test_int_property_set_then_get_returns_int() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	152	def test_struct_int_field_preserves_type() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	168	def test_int_model_iteration_yields_ints() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	181	def test_struct_model_int_field_in_iteration() -> None:	CODE
LOW	api/python/slint/tests/test_int_types.py	197	def test_set_row_data_from_slint_preserves_int() -> None:	CODE
LOW	api/python/slint/tests/test_api_match.py	51	def test_incompatible_changes() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	23	def test_plain_text_round_trip() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	31	def test_is_empty_after_image() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	39	def test_is_empty_after_user_data() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	45	def test_plain_text_assignment_overwrites() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	64	def test_assigning_empty_string_clears_plain_text() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	73	def test_assigning_none_clears_plain_text() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	81	def test_assigning_none_clears_image() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	91	def test_user_data_round_trip_dict() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	101	def test_user_data_round_trip_custom_class() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	114	def test_user_data_overwrites() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	121	def test_user_data_assign_none_clears() -> None:	CODE
LOW⚡	api/python/slint/tests/test_data_transfer.py	129	def test_plain_text_and_user_data_coexist() -> None:	CODE
LOW	api/python/slint/tests/test_data_transfer.py	156	def test_user_data_cycle_is_collectable() -> None:	CODE
LOW	api/python/slint/tests/test_language_enums.py	13	def test_color_scheme_is_an_enum() -> None:	CODE
LOW	api/python/slint/tests/test_language_enums.py	18	def test_pointer_event_button_variants() -> None:	CODE
LOW	api/python/slint/tests/test_language_enums.py	29	def test_pointer_event_kind_variants() -> None:	CODE
LOW	api/python/slint/tests/test_language_enums.py	33	def test_color_scheme_round_trip(tmp_path: Path) -> None:	CODE
LOW	api/python/slint/tests/test_async.py	167	def test_loop_close_while_main_future_runs() -> None:	CODE
26 more matches not shown…

Structural Annotation Overuse23 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	internal/core/graphics/brush.rs	545	// Step 1: Apply rotation by adding from_angle and wrapping to [0, 1) range	COMMENT
LOW	internal/core/graphics/brush.rs	557	// Step 2: Separate duplicate positions with different colors to avoid flickering	COMMENT
LOW⚡	internal/core/graphics/brush.rs	568	// Step 3: Sort by rotated position	COMMENT
LOW⚡	internal/core/graphics/brush.rs	573	// Step 4: Add boundary stops at 0.0 and 1.0 if missing	COMMENT
LOW	docs/development/ffi-language-bindings.md	619	### Step 1: Add to Internal Module	COMMENT
LOW	docs/development/ffi-language-bindings.md	640	### Step 2: Update cbindgen (for C++)	COMMENT
LOW	docs/development/ffi-language-bindings.md	650	### Step 3: Add C++ Wrapper	COMMENT
LOW	docs/development/ffi-language-bindings.md	663	### Step 4: Add Python Binding	COMMENT
LOW	docs/development/ffi-language-bindings.md	677	### Step 5: Add Node.js Binding	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	167	// Step 1: Configure charge LED (register 0x69 = 105 decimal)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	174	// Step 2: Enable ALDO outputs (register 0x90 = 144 decimal)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	181	// Step 3: Configure ALDO4 voltage (register 0x95 = 149 decimal)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	201	// Step 1: Configure Port 0 Configuration (register 0x02) <- 0b00000101 (0x05)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	208	// Step 2: Configure Port 1 Configuration (register 0x03) <- 0b00000011 (0x03)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	215	// Step 3: Configure Port 0 Output (register 0x04) <- 0b00011000 (0x18)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	222	// Step 4: Configure Port 1 Output (register 0x05) <- 0b00001100 (0x0C)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	229	// Step 5: Configure register 0x11 <- 0b00010000 (0x10)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	236	// Step 6: Configure register 0x13 <- 0b11111111 (0xFF)	COMMENT
LOW	api/slint-sc/tests/driver.rs	141	// Step 1: Run slint-compiler	COMMENT
LOW⚡	api/slint-sc/tests/driver.rs	155	// Step 2: Extract test code from ```rust blocks in comments	COMMENT
LOW⚡	api/slint-sc/tests/driver.rs	163	// Step 3: Create test .rs file	COMMENT
LOW	api/slint-sc/tests/driver.rs	178	// Step 4: Compile with rustc	COMMENT
LOW	api/slint-sc/tests/driver.rs	206	// Step 5: Run the test binary	COMMENT

Verbosity Indicators19 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	tools/lsp/preview/eval.rs	311	/// The purpose of this function is to be able to show some not totally useless representation of	COMMENT
LOW	internal/core/graphics/brush.rs	545	// Step 1: Apply rotation by adding from_angle and wrapping to [0, 1) range	COMMENT
LOW	internal/core/graphics/brush.rs	557	// Step 2: Separate duplicate positions with different colors to avoid flickering	COMMENT
LOW⚡	internal/core/graphics/brush.rs	568	// Step 3: Sort by rotated position	COMMENT
LOW⚡	internal/core/graphics/brush.rs	573	// Step 4: Add boundary stops at 0.0 and 1.0 if missing	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	167	// Step 1: Configure charge LED (register 0x69 = 105 decimal)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	174	// Step 2: Enable ALDO outputs (register 0x90 = 144 decimal)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	181	// Step 3: Configure ALDO4 voltage (register 0x95 = 149 decimal)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	201	// Step 1: Configure Port 0 Configuration (register 0x02) <- 0b00000101 (0x05)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	208	// Step 2: Configure Port 1 Configuration (register 0x03) <- 0b00000011 (0x03)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	215	// Step 3: Configure Port 0 Output (register 0x04) <- 0b00011000 (0x18)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	222	// Step 4: Configure Port 1 Output (register 0x05) <- 0b00001100 (0x0C)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	229	// Step 5: Configure register 0x11 <- 0b00010000 (0x10)	COMMENT
LOW⚡	…les/mcu-board-support/m5stack_cores3/m5stack_cores3.rs	236	// Step 6: Configure register 0x13 <- 0b11111111 (0xFF)	COMMENT
LOW	api/slint-sc/tests/driver.rs	141	// Step 1: Run slint-compiler	COMMENT
LOW⚡	api/slint-sc/tests/driver.rs	155	// Step 2: Extract test code from ```rust blocks in comments	COMMENT
LOW⚡	api/slint-sc/tests/driver.rs	163	// Step 3: Create test .rs file	COMMENT
LOW	api/slint-sc/tests/driver.rs	178	// Step 4: Compile with rustc	COMMENT
LOW	api/slint-sc/tests/driver.rs	206	// Step 5: Run the test binary	COMMENT

Fake / Example Data20 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	tools/lsp/preview/properties.rs	416	&& [SmolStr::new_static("text"), SmolStr::new_static("placeholder")]	CODE
LOW	demos/printerdemo/node/main.js	38	owner: "user@example.com",	CODE
LOW	demos/usecases/rust/src/lib.rs	75	let message = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labo	CODE
LOW	demos/usecases/rust/src/lib.rs	75	let message = "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labo	CODE
LOW⚡	demos/usecases/cpp/main.cpp	22	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	22	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	27	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	27	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	32	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	32	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	37	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	37	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	42	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	42	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	47	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	47	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	52	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	52	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	57	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE
LOW⚡	demos/usecases/cpp/main.cpp	57	"Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do "	CODE

Decorative Section Separators5 hits · 22 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tools/lsp/preview.rs	98	/// ┌─────────────┐	COMMENT
MEDIUM⚡	tools/lsp/preview.rs	100	/// │ └─────────────┘ │	COMMENT
MEDIUM⚡	tools/lsp/preview.rs	102	/// ┌─────────────┐ ┌─────────────┐ ┌─────────────┐	COMMENT
MEDIUM⚡	tools/lsp/preview.rs	104	/// └─────────────┘ └─────────────┘ └─────────────┘	COMMENT
MEDIUM⚡	tools/lsp/preview.rs	107	/// └───────────────────────────────────────┘	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	internal/interpreter/dynamic_item_tree.rs	2085	self.0.description.original.init_code.borrow().iter_without_font_registration()	CODE
CRITICAL	api/python/slint/tests/test_loader.py	19	instance = loader.demos.printerdemo.ui.printerdemo.MainWindow()	CODE

Excessive Try-Catch Wrapping16 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	internal/core/gdb_pretty_printers.py	17	except Exception as e:	CODE
LOW	internal/core/gdb_pretty_printers.py	32	except Exception as e:	CODE
LOW	internal/core/gdb_pretty_printers.py	84	except Exception as e:	CODE
LOW	internal/core/gdb_pretty_printers.py	97	except Exception as e:	CODE
MEDIUM	internal/core/gdb_pretty_printers.py	13	def to_string(self):	CODE
MEDIUM	internal/core/gdb_pretty_printers.py	20	def children(self):	CODE
MEDIUM	internal/core/gdb_pretty_printers.py	81	def to_string(self):	CODE
MEDIUM	internal/core/gdb_pretty_printers.py	87	def children(self):	CODE
LOW	docs/python/gen_mdx.py	274	except Exception:	CODE
LOW	docs/python/gen_mdx.py	283	except Exception:	CODE
LOW	docs/python/gen_mdx.py	302	except Exception:	CODE
LOW	api/python/slint/tests/test_async.py	66	except Exception as e:	CODE
LOW	api/python/slint/tests/test_async.py	157	except Exception as e:	CODE
LOW	api/python/slint/tests/test_async.py	181	except Exception:	CODE
LOW	api/python/slint/tests/test_async.py	220	except Exception as e:	CODE
LOW	demos/printerdemo/python/main.py	77	except Exception:	CODE

Unused Imports15 hits · 15 pts

Severity	File	Line	Context
LOW	docs/python/gen_mdx.py	23	CODE
LOW	docs/astro/src/content/code/main_game_logic.py	5	CODE
LOW	docs/astro/src/content/code/main_game_logic.py	6	CODE
LOW	docs/astro/src/content/code/main_tiles_from_python.py	5	CODE
LOW	docs/astro/src/content/code/main_tiles_from_python.py	6	CODE
LOW	docs/astro/src/content/code/main_tiles_from_python.py	10	CODE
LOW	examples/memory/main.py	5	CODE
LOW	examples/memory/main.py	6	CODE
LOW	examples/memory/main.py	11	CODE
LOW	examples/memory/main.py	11	CODE
LOW	examples/async-io/main.py	5	CODE
LOW	api/python/slint/tests/registry/e2e.py	42	CODE
LOW	api/python/slint/slint/__init__.py	11	CODE
LOW	api/python/slint/slint/__init__.py	19	CODE
LOW	api/python/slint/slint/__init__.py	19	CODE

Slop Phrases7 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	internal/core/items.rs	16	- Don't forget to update the documentation	CODE
LOW	internal/core/model.rs	87	/// // don't forget to call row_changed	COMMENT
LOW	internal/backends/qt/qt_widgets.rs	16	- Don't forget to update the documentation	CODE
MEDIUM	examples/slide_puzzle/index.html	42	build is done for demonstration purposes. Native applications are the real target of the toolkit.	CODE
MEDIUM⚡	ui-libraries/material/docs/src/config.yaml	50	pathname: 'blog' # Blog main path, you can change this to "articles" (/articles)	CODE
MEDIUM⚡	ui-libraries/material/docs/src/config.yaml	56	pathname: 'category' # Category main path /category/some-category, you can change this to "group" (/group/some-cat	CODE
MEDIUM⚡	ui-libraries/material/docs/src/config.yaml	62	pathname: 'tag' # Tag main path /tag/some-tag, you can change this to "topics" (/topics/some-category)	CODE

AI Slop Vocabulary5 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	tests/backends/Cargo.toml	19	# the right backend and doesn't accidentally just use the default backend!	COMMENT
MEDIUM	tests/backends/Cargo.toml	27	# Unfortunately we need to provide our own test harness, so that we can run each test in a separate process and on the m	COMMENT
MEDIUM	internal/renderers/software/lib.rs	2254	// seamless edge (scaling each from its source extent drifted apart).	COMMENT
MEDIUM	.github/workflows/node_test_reusable.yaml	70	# Release is only applied to the harness that drives the node.js invocations, but needed	COMMENT
LOW	api/rs/slint/Cargo.toml	74	## environment, we need a replacement. Using this feature, Slint will just use static variable	COMMENT

Deep Nesting8 hits · 8 pts

Severity	File	Line	Context
LOW	editors/tree-sitter-slint/test-to-corpus.py	24	CODE
LOW	internal/core/gdb_pretty_printers.py	39	CODE
LOW	docs/python/gen_mdx.py	183	CODE
LOW	docs/python/gen_mdx.py	541	CODE
LOW	api/python/slint/slint/__init__.py	156	CODE
LOW	api/python/slint/slint/__init__.py	298	CODE
LOW	api/python/slint/slint/__init__.py	159	CODE
LOW	api/python/slint/slint/_native.py	39	CODE

Self-Referential Comments5 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/driver/python/python.rs	94	pop_front_if("# This file is auto-generated");	CODE
MEDIUM	internal/compiler/generator/python.rs	425	writeln!(f, "# This file is auto-generated\n")?;	CODE
MEDIUM	api/python/slint/slint/__init__.py	308	"""This function is the low-level entry point into Slint for instantiating components. It loads the `.slint` file at	STRING
MEDIUM	api/python/slint/slint/__init__.py	384	"""This function is the low-level entry point into Slint for instantiating components. It loads the `.slint` file at	STRING
MEDIUM	xtask/src/license_headers_check.rs	173	let end_line = "# This file is distributed under the same license as the ";	CODE

Modern Structural Boilerplate5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	api/python/slint/tests/test_int_types.py	203	def set_row_data(self, row: int, value: int) -> None:	CODE
LOW	api/python/slint/slint/models.py	36	def set_row_data(self, row: int, value: T) -> None:	CODE
LOW	api/python/slint/slint/models.py	106	def set_row_data(self, row: int, value: T) -> None:	CODE
LOW	api/python/slint/slint/__init__.py	544	def set_xdg_app_id(app_id: str) -> None:	CODE
LOW	api/python/slint/slint/__init__.py	632	__all__ = [	CODE

Cross-Language Confusion2 hits · 5 pts

Severity	File	Line	Snippet	Context
HIGH	api/python/slint/tests/test_models.py	241	public function push-one(value: int) { ints.push(value) }	STRING
HIGH	api/python/slint/tests/test_models.py	244	public function push-one-empty() { empty-ints.push(0) }	STRING

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/make-screenshots.sh	8	# Set SLINT_VIEWER_BIN to a prebuilt host viewer; otherwise a debug build is	COMMENT
LOW	scripts/make-screenshots.sh	10	# Set SLINT_BUILD_NUMBER to also show a build line.	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/crater.yaml	271	# - git_url: "https://github.com/stars-labs/mpc-wallet" # uses properties that don't exist (AI hall	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	internal/renderers/femtovg/itemrenderer.rs	505	// TODO: implement inset shadows and spread for femtovg. Until then, skip rendering inset	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings