mavlink/qgroundcontrol

7.0

Adjusted Score

7.0

Raw Score

100%

Time Factor

2026-08-28

Last Push

4.9K

Stars

C++

Language

515.1K

Lines of Code

2.4K

Files

2.2K

Pattern Hits

2026-08-29

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 8MEDIUM 596LOW 1611

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 2215 distinct pattern matches across 16 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.

Decorative Section Separators537 hits · 1761 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	CMakeLists.txt	1	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	3	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	7	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	9	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	21	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	23	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	29	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	31	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	35	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	37	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	81	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	83	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	85	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	87	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	106	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	108	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	111	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	113	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	118	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	120	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	128	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	130	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	140	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	142	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	153	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	155	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	158	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	160	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	165	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	167	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	176	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	178	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	380	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	382	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	389	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	391	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	472	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	474	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	482	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	484	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	503	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	505	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	509	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	511	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	199	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	201	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	217	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	219	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	285	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	287	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	300	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	302	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	346	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	348	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	402	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	404	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	416	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	418	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	447	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	449	# ----------------------------------------------------------------------------	COMMENT
477 more matches not shown…

Hyper-Verbose Identifiers816 hits · 895 pts

Severity	File	Line	Snippet	Context
LOW	tools/pre_commit.py	46	def ensure_precommit_available() -> bool:	CODE
LOW	tools/check_deps.py	146	def parse_gstreamer_package_versions(index_html: str) -> set[tuple[int, int, int]]:	CODE
LOW	tools/check_deps.py	154	def latest_common_gstreamer_patch(	CODE
LOW	tools/check_deps.py	180	def fetch_gstreamer_package_index(url: str) -> str \| None:	CODE
LOW	tools/check_deps.py	216	def fetch_latest_common_gstreamer_patch(configured_version: str) -> str \| None:	CODE
LOW	tools/setup/install_qt.py	72	def resolve_windows_host_arch(arch: str) -> str:	CODE
LOW	tools/setup/install_dependencies/_packages.py	392	def _get_categorized_packages(	CODE
LOW	tools/setup/install_dependencies/_common.py	111	def run_apt_install_with_retry(	CODE
LOW	tools/setup/install_dependencies/_common.py	146	def run_dnf_install_with_retry(	CODE
LOW	tools/setup/install_dependencies/_common.py	164	def run_pacman_install_with_retry(	CODE
LOW	tools/setup/install_dependencies/_common.py	248	def check_apt_package_available(package: str) -> bool:	CODE
LOW	tools/setup/install_dependencies/_common.py	263	def get_available_debian_packages(category: str) -> list[str]:	CODE
LOW	tools/setup/install_dependencies/_debian.py	38	def resolve_package_alternatives(packages: list[str]) -> list[str]:	CODE
LOW	tools/setup/install_dependencies/_windows.py	107	def install_windows_gstreamer(version: str, dry_run: bool = False) -> bool:	CODE
LOW	tools/tests/test_tool_version.py	14	def test_probe_version_three_components() -> None:	CODE
LOW⚡	tools/tests/test_tool_version.py	25	def test_probe_version_two_components() -> None:	CODE
LOW⚡	tools/tests/test_tool_version.py	33	def test_probe_version_uses_stderr_when_stdout_empty() -> None:	CODE
LOW⚡	tools/tests/test_tool_version.py	41	def test_probe_version_missing_tool() -> None:	CODE
LOW⚡	tools/tests/test_tool_version.py	46	def test_probe_version_nonzero_exit() -> None:	CODE
LOW⚡	tools/tests/test_tool_version.py	54	def test_probe_version_unparseable() -> None:	CODE
LOW⚡	tools/tests/test_tool_version.py	62	def test_probe_version_custom_pattern() -> None:	CODE
LOW⚡	tools/tests/test_tool_version.py	71	def test_probe_version_custom_args() -> None:	CODE
LOW	tools/tests/test_tool_version.py	83	def test_version_prefix_matches_shared_components() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	19	def test_run_captured_returns_completed_process() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	26	def test_run_captured_check_raises() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	31	def test_run_captured_failing_command_does_not_raise_by_default() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	41	def test_run_checked_with_retry_uses_linear_backoff() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	69	def test_run_checked_with_retry_rejects_invalid_limits(kwargs: dict, message: str) -> None:	CODE
LOW⚡	tools/tests/test_proc.py	74	def test_run_checked_with_retry_rejects_empty_command() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	79	def test_run_text_returns_stdout() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	83	def test_run_text_default_on_missing_binary() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	87	def test_run_text_default_on_nonzero_exit() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	91	def test_run_tee_streams_output_and_returns_exit_code(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_proc.py	97	def test_run_tee_falls_back_without_bash(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW⚡	tools/tests/test_proc.py	104	def test_run_tee_resolves_relative_output_before_changing_cwd(	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	24	def test_detect_jobs_with_override() -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	28	def test_detect_jobs_without_override() -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	33	def test_detect_jobs_fallback_when_cpu_count_none() -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	53	def test_build_config_defaults(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	61	def test_build_config_custom_prefix(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	67	def test_build_config_archive_name() -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	72	def test_build_config_archive_name_simulator() -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	77	def test_get_meson_args_contains_prefix(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	86	def test_get_meson_args_macos_arch_flags(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	94	def test_get_meson_args_macos_universal_no_arch_flags(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	102	def test_get_meson_args_linux_no_arch_flags(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_build_gstreamer.py	109	def test_get_meson_args_includes_plugins(tmp_path: Path) -> None:	CODE
LOW	tools/tests/test_net.py	11	def test_read_url_text_decodes_response() -> None:	CODE
LOW	tools/tests/test_common_docs.py	10	def test_common_readme_indexes_every_shared_module() -> None:	CODE
LOW	tools/tests/test_coverage.py	9	def test_build_step_summary_includes_metrics() -> None:	CODE
LOW	tools/tests/test_xml.py	14	def test_parser_returns_trees_for_plain_and_doctype_xml(tmp_path: Path) -> None:	CODE
LOW	tools/tests/test_xml.py	29	def test_parser_rejects_entity_declarations(tmp_path: Path) -> None:	CODE
LOW⚡	tools/tests/test_vehicle_null_check.py	33	def test_detects_unsafe_direct_access(sample_violations: list[dict]) -> None:	CODE
LOW⚡	tools/tests/test_vehicle_null_check.py	37	def test_detects_unsafe_variable_use(sample_violations: list[dict]) -> None:	CODE
LOW⚡	tools/tests/test_vehicle_null_check.py	41	def test_detects_unsafe_get_parameter(sample_violations: list[dict]) -> None:	CODE
LOW⚡	tools/tests/test_vehicle_null_check.py	45	def test_ignores_safe_patterns(sample_violations: list[dict]) -> None:	CODE
LOW	tools/tests/test_vehicle_null_check.py	59	def test_exit_code_on_violations() -> None:	CODE
LOW	tools/tests/test_vehicle_null_check.py	63	def test_exit_code_no_violations(tmp_path: Path) -> None:	CODE
LOW	tools/tests/test_vehicle_null_check.py	81	def test_analyze_directory_finds_fixture_violations() -> None:	CODE
LOW	tools/tests/test_deps.py	66	def test_pip_install_prefers_project_venv_with_uv(	CODE
756 more matches not shown…

Over-Commented Block371 hits · 366 pts

Severity	File	Line	Snippet	Context
LOW	tools/coding-style/CodingStyle.h	1	// This is an example class header file which is used to describe the QGroundControl	COMMENT
LOW	tools/coding-style/CodingStyle.h	21	// Note how the Qt headers, System headers and the QGroundControl headers above are kept in separate groups	COMMENT
LOW	tools/coding-style/CodingStyle.h	41	/// Class names are PascalCase. If you override any Qt base class to provide a generic	COMMENT
LOW	tools/debuggers/profile.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	501	# JS module imports instead.	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	541	RE_BND_LIST_PROP = re.compile(r'property\s+list\s*<')	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	561	# status===Loader.Ready. Binding to Loader.item.prop without a	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	581	RE_LDR_SOURCE = re.compile(r'^\ssource\s:')	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	601	# DEL-3: connect() in Component.onCompleted (survives delegate destruction).	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	621	# STA-2: Transition without from/to (catch-all).	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	641	# IMG-2: Image with network source without asynchronous:true	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	681	# (glyph shaping, line breaking). Use scale transform on the Text	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	701		COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	721		COMMENT
LOW	…-example/src/MissionManager/PerimeterScanComplexItem.h	1	#pragma once	COMMENT
LOW	test/UnitTestList.h	1	#pragma once	COMMENT
LOW	test/QmlUITests/RemoteIDSettingsUITest.h	1	#pragma once	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	21	/// The base class overrides cleanup() to call stopUI() automatically, so the	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	61	/// Convenience: closeUIWindow() followed by destroyUIEngine().	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	81	/// the item cannot be found or cannot be clicked.	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	101	/// Clicks the Q logo, waits up to \a timeoutMs for the entry to appear, then	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	121		COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	141	/// item is missing, the property does not exist, or the value never matches.	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	161	/// std::nullopt when it cannot be determined (caller must fail the test).	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	181	///	COMMENT
LOW	test/QmlUITests/VehicleConfigUITestBase.h	21	void navigateToConfigureView();	COMMENT
LOW	test/QmlUITests/VehicleConfigUITestBase.h	41		COMMENT
LOW	test/QmlUITests/VehicleConfigUITestBase.h	61	/// callers must check QTest::currentTestFailed() after calling.	COMMENT
LOW	test/QmlUITests/AppCloseWarningUITest.h	1	#pragma once	COMMENT
LOW	test/QmlUITests/APMSensorsCalibrationUITest.h	1	#pragma once	COMMENT
LOW	test/Utilities/QGCCommandLineParserTest.h	1	#pragma once	COMMENT
LOW	test/Utilities/StateMachine/states/StateTestCommon.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	41	// ============================================================================	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	61	/// @param labels The labels to format	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	81	/// Register a pure-logic test that needs no QGCApplication (no QML engine, no vehicle,	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	141	/// Declare a parameterized test function pair	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	421	static void _addTest(UnitTest* test);	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	461	/// Emits a one-time failure context dump for the currently running test function.	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	481	/// Verify and consume the next pending expectLogMessage() expectation.	COMMENT
LOW	test/UnitTestFramework/UnitTestTileGenerator.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/UnitTestTileGenerator.h	21	/// Initializes the global map engine (tile cache worker) with a fresh temp database	COMMENT
LOW	test/UnitTestFramework/MultiSignalSpy.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/MultiSignalSpy.h	21	/// signal counts, wait for signals, and extract arguments.	COMMENT
LOW	test/UnitTestFramework/BaseClasses/StateMachineTest.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/BaseClasses/StateMachineTest.h	21	/// void _testMyState() {	COMMENT
LOW	test/UnitTestFramework/BaseClasses/MissionTest.h	21	/// @code	COMMENT
LOW	test/UnitTestFramework/BaseClasses/MissionTest.h	81	/// Example usage:	COMMENT
LOW	test/UnitTestFramework/BaseClasses/ParameterTest.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/BaseClasses/TestBaseClasses.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/BaseClasses/JsonTest.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/BaseClasses/VehicleTest.h	41	/// @file	COMMENT
LOW	test/UnitTestFramework/BaseClasses/CommsTest.h	1	#pragma once	COMMENT
LOW	…itTestFramework/BaseClasses/VehicleTestManualConnect.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/BaseClasses/TerrainTest.h	1	#pragma once	COMMENT
LOW	…st/UnitTestFramework/PropertyTesting/PropertyTesting.h	1	#pragma once	COMMENT
LOW	…st/UnitTestFramework/PropertyTesting/PropertyTesting.h	21	/// const auto lat = *rc::gen::inRange(-90.0, 90.0);	COMMENT
LOW	…st/UnitTestFramework/PropertyTesting/PropertyTesting.h	41	///	COMMENT
LOW	…st/UnitTestFramework/PropertyTesting/PropertyTesting.h	61	/// RC_TAG("label"); // Tag unconditionally	COMMENT
LOW	…st/UnitTestFramework/PropertyTesting/PropertyTesting.h	81	/// @param name Description of the property being tested	COMMENT
311 more matches not shown…

Unused Imports285 hits · 262 pts

Severity	File	Line	Context
LOW	tools/moccache.py	32	CODE
LOW	tools/generate_docs.py	4	CODE
LOW	tools/pre_commit.py	4	CODE
LOW	tools/build_profile.py	4	CODE
LOW	tools/release.py	15	CODE
LOW	tools/clean.py	11	CODE
LOW	tools/configure.py	17	CODE
LOW	tools/run_tests.py	16	CODE
LOW	tools/_bootstrap.py	3	CODE
LOW	tools/check_deps.py	4	CODE
LOW	tools/android_mem_capture.py	18	CODE
LOW	tools/coverage.py	4	CODE
LOW	tools/analyze.py	20	CODE
LOW	tools/analyzers/cppcheck.py	3	CODE
LOW	tools/analyzers/clang_format.py	3	CODE
LOW	tools/analyzers/clazy.py	3	CODE
LOW	tools/analyzers/clang_tidy.py	3	CODE
LOW	tools/analyzers/qmllint.py	3	CODE
LOW	tools/setup/install_python.py	14	CODE
LOW	tools/setup/build_android_openssl.py	20	CODE
LOW	tools/setup/build-gstreamer.py	28	CODE
LOW	tools/setup/install_qt.py	15	CODE
LOW	tools/setup/run_with_retry.py	3	CODE
LOW	tools/setup/setup_vscode.py	3	CODE
LOW	tools/setup/read_config.py	20	CODE
LOW	tools/setup/install_dependencies/_fedora.py	3	CODE
LOW	tools/setup/install_dependencies/_macos.py	3	CODE
LOW	tools/setup/install_dependencies/_packages.py	3	CODE
LOW	tools/setup/install_dependencies/_cli.py	3	CODE
LOW	tools/setup/install_dependencies/_common.py	10	CODE
LOW	tools/setup/install_dependencies/_common.py	27	CODE
LOW	tools/setup/install_dependencies/_common.py	28	CODE
LOW	tools/setup/install_dependencies/_debian.py	3	CODE
LOW	tools/setup/install_dependencies/__init__.py	13	CODE
LOW	tools/setup/install_dependencies/__init__.py	15	CODE
LOW	tools/setup/install_dependencies/__init__.py	16	CODE
LOW	tools/setup/install_dependencies/__init__.py	16	CODE
LOW	tools/setup/install_dependencies/__init__.py	16	CODE
LOW	tools/setup/install_dependencies/__init__.py	16	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	17	CODE
LOW	tools/setup/install_dependencies/__init__.py	38	CODE
LOW	tools/setup/install_dependencies/__init__.py	38	CODE
225 more matches not shown…

Excessive Try-Catch Wrapping71 hits · 123 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/configure.py	161	print("Error: qt-cmake not found; pass --no-qt-cmake to use cmake", file=sys.stderr)	CODE
LOW	tools/_bootstrap.py	61	except Exception:	CODE
MEDIUM	tools/_bootstrap.py	57	def _unraisablehook(unraisable) -> None:	CODE
MEDIUM	tools/setup/install_python.py	291	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/install_python.py	315	print(f"Error: Command failed with exit code {e.returncode}", file=sys.stderr)	CODE
MEDIUM	tools/setup/install_python.py	318	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/read_config.py	107	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/read_config.py	110	print(f"Error: Invalid JSON in config file: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/read_config.py	121	print(f"Error: Key '{key}' not found in config", file=sys.stderr)	CODE
LOW	tools/setup/install_dependencies/_common.py	385	except Exception as e:	CODE
LOW⚡	tools/tests/test_patterns.py	82	except Exception:	CODE
LOW	tools/simulation/mock_ntrip_caster.py	156	except Exception as e:	CODE
MEDIUM	tools/simulation/mock_ntrip_caster.py	151	def run(self):	CODE
MEDIUM	tools/simulation/mock_vehicle.py	38	print("Error: pymavlink not installed")	CODE
LOW	tools/common/io.py	145	except Exception:	CODE
MEDIUM	tools/common/github_runs.py	92	print(f"Error: {exc}", file=sys.stderr)	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	102	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	110	def children(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	141	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	161	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	181	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	218	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	233	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	248	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	272	def to_string(self):	CODE
MEDIUM	tools/debuggers/gdb-pretty-printers/qt6.py	302	def to_string(self):	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	44	except Exception as e:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	66	except Exception as e:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	107	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	122	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	148	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	168	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	208	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	223	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	238	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	255	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	262	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	292	except Exception:	CODE
LOW	tools/debuggers/gdb-pretty-printers/qt6.py	316	except Exception:	CODE
MEDIUM	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	1454	print("Error: no input files specified", file=sys.stderr)	CODE
MEDIUM	…t-cpp-review/references/lint-scripts/qt_review_lint.py	757	print("Error: no input files specified", file=sys.stderr)	CODE
MEDIUM	tools/generators/mavlink_enums.py	177	print(f"Error: {mavlink_dir} is not a directory", file=sys.stderr)	STRING
MEDIUM	tools/generators/mavlink_enums.py	182	print(f"Error: no dialect headers found in {mavlink_dir}", file=sys.stderr)	STRING
MEDIUM	tools/generators/mavlink_instance_fields.py	109	print(f"Error: Could not find {dialect}.xml in {xml_dir}", file=sys.stderr)	CODE
MEDIUM	tools/generators/config_qml/generate_pages.py	58	print(f"Error: {args.pages_dir} is not a directory", file=sys.stderr)	CODE
MEDIUM	tools/translations/qgc_lupdate_json.py	114	print(f"Error: Duplicate filenames: {path.name} paths: {path} {entry[1]}")	CODE
MEDIUM	tools/translations/qgc_lupdate.py	125	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/translations/qgc_lupdate.py	131	print(f"Error: lupdate failed with exit code {e.returncode}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/coverage_comment.py	28	print(f"Error parsing {xml_path}: {e}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	213	print("Error: Failed to download ccache archive", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	217	print("Error: Failed to download signature file", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	222	print("Error: Failed to setup minisign", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	226	print("Error: Signature verification failed", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	293	print(f"Error extracting ccache: {e}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	298	print(f"Error: ccache binary not found at {ccache_bin}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	306	print(f"Error copying ccache: {result.stderr}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	311	print(f"Error setting permissions: {result.stderr}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	315	print(f"Error installing ccache: {e}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/ccache_helper.py	251	print(f"Error extracting minisign: {e}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/ccache_helper.py	256	print(f"Error: minisign binary not found at {minisign_bin}", file=sys.stderr)	CODE
11 more matches not shown…

Example Usage Blocks28 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	tools/debuggers/profile.sh	8	# Usage:	COMMENT
LOW	test/UnitTestFramework/BaseClasses/MissionTest.h	20	/// Example usage:	COMMENT
LOW	test/UnitTestFramework/BaseClasses/MissionTest.h	81	/// Example usage:	COMMENT
LOW	test/UnitTestFramework/BaseClasses/ParameterTest.h	14	/// Example usage:	COMMENT
LOW	test/UnitTestFramework/BaseClasses/VehicleTest.h	47	/// Example usage:	COMMENT
LOW	test/UnitTestFramework/BaseClasses/CommsTest.h	17	/// Example usage:	COMMENT
LOW	deploy/docker/run-docker.sh	4	# Usage:	COMMENT
LOW	src/Utilities/StateMachine/QGCStateMachine.h	278	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/QGCStateMachine.h	477	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/EventQueuedState.h	13	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/LoopState.h	12	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/RollbackState.h	12	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/FallbackChainState.h	12	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/SkippableAsyncState.h	16	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/ProgressState.h	15	/// Example usage:	COMMENT
LOW	…ies/StateMachine/States/RetryableRequestMessageState.h	19	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/SequenceState.h	13	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/States/CircuitBreakerState.h	20	/// Example usage:	COMMENT
LOW	…c/Utilities/StateMachine/Transitions/RetryTransition.h	15	/// Example usage:	COMMENT
LOW	…Utilities/StateMachine/Transitions/TimeoutTransition.h	14	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/Helpers/StateMachineLogger.h	24	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/Helpers/StateContext.h	16	/// Example usage:	COMMENT
LOW	…/Utilities/StateMachine/Helpers/ErrorRecoveryBuilder.h	16	/// Example usage:	COMMENT
LOW	src/Utilities/StateMachine/Helpers/ErrorHandlers.h	17	/// Example usage:	COMMENT
LOW	src/Utilities/FileSystem/QGCFileWatcher.h	18	/// Example usage:	COMMENT
LOW	src/Utilities/Compression/QGCArchiveFile.h	14	/// Example usage:	COMMENT
LOW	src/Utilities/Compression/QGCDecompressDevice.h	13	/// Example usage:	COMMENT
LOW	src/Utilities/Compression/QGCArchiveWatcher.h	17	/// Example usage:	COMMENT

Deep Nesting42 hits · 38 pts

Severity	File	Line	Context
LOW	tools/moccache.py	118	CODE
LOW	tools/moccache.py	454	CODE
LOW	tools/pre_commit.py	54	CODE
LOW	tools/pre_commit.py	144	CODE
LOW	tools/configure.py	89	CODE
LOW	tools/android_mem_capture.py	137	CODE
LOW	tools/analyzers/qt_translate_noop_check.py	139	CODE
LOW	tools/analyzers/vehicle_null_check.py	71	CODE
LOW	tools/setup/install_dependencies/_macos.py	22	CODE
LOW	tools/setup/install_dependencies/_cli.py	28	CODE
LOW	tools/setup/install_dependencies/_cli.py	158	CODE
LOW	tools/setup/install_dependencies/_common.py	346	CODE
LOW	tools/setup/install_dependencies/_debian.py	91	CODE
LOW	tools/setup/install_dependencies/_debian.py	159	CODE
LOW	tools/simulation/mock_ntrip_caster.py	238	CODE
LOW	tools/common/cmake.py	13	CODE
LOW	tools/common/file_traversal.py	73	CODE
LOW	tools/common/gh_actions.py	101	CODE
LOW	tools/debuggers/gst_latency_parser.py	48	CODE
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	882	CODE
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	1045	CODE
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	1300	CODE
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	1374	CODE
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	212	CODE
LOW	…t-cpp-review/references/lint-scripts/qt_review_lint.py	473	CODE
LOW	…profiler/references/scripts/parse-qmlprofiler-trace.py	32	CODE
LOW	tools/generators/mavlink_instance_fields.py	35	CODE
LOW	tools/generators/settings_qml/model.py	128	CODE
LOW	tools/generators/settings_qml/emit.py	44	CODE
LOW	tools/generators/settings_qml/emit.py	290	CODE
LOW	tools/translations/qgc_lupdate_json.py	29	CODE
LOW	tools/translations/qgc_lupdate_json.py	104	CODE
LOW	tools/translations/qgc_lupdate.py	33	CODE
LOW	.github/scripts/generate_build_results_comment.py	171	CODE
LOW	.github/scripts/ccache_helper.py	501	CODE
LOW	.github/scripts/ccache_helper.py	173	CODE
LOW	.github/scripts/download_artifacts.py	171	CODE
LOW	.github/scripts/collect_artifact_sizes.py	52	CODE
LOW	.github/scripts/install_dependencies_helper.py	43	CODE
LOW	.github/scripts/android_boot_test.py	260	CODE
LOW	.github/scripts/tests/test_bootstrap_sparse_checkout.py	52	CODE
LOW	.github/scripts/tests/test_bootstrap_sparse_checkout.py	67	CODE

Modern Structural Boilerplate33 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW	tools/setup/install_dependencies/_fedora.py	39	__all__ = ["install_fedora"]	CODE
LOW	tools/setup/install_dependencies/_macos.py	103	__all__ = ["get_gstreamer_macos_urls", "install_macos"]	CODE
LOW	tools/setup/install_dependencies/_packages.py	431	__all__ = [	CODE
LOW	tools/setup/install_dependencies/_cli.py	226	__all__ = ["list_packages", "main", "parse_args", "print_packages"]	CODE
LOW	tools/setup/install_dependencies/_common.py	297	def _set_env_var_ci(name: str, value: str) -> None:	CODE
LOW	tools/setup/install_dependencies/_common.py	303	def _set_env_var_local(name: str, value: str) -> None:	CODE
LOW	tools/setup/install_dependencies/_common.py	314	def set_env_var(name: str, value: str) -> None:	CODE
LOW	tools/setup/install_dependencies/_common.py	391	__all__ = [	CODE
LOW	tools/setup/install_dependencies/_debian.py	227	__all__ = [	CODE
LOW	tools/setup/install_dependencies/__init__.py	73	__all__ = [	CODE
LOW	tools/setup/install_dependencies/_arch.py	42	__all__ = ["install_arch"]	CODE
LOW	tools/setup/install_dependencies/_windows.py	232	__all__ = [	CODE
LOW	tools/common/git.py	18	__all__ = ["get_default_branch_ref", "run_git"]	CODE
LOW	tools/common/deps.py	26	__all__ = ["check_and_report", "check_dependencies", "pip_install", "require_tool"]	CODE
LOW	tools/common/env.py	12	__all__ = [	CODE
LOW	tools/common/proc.py	23	__all__ = ["run_bytes", "run_captured", "run_checked_with_retry", "run_tee", "run_text"]	CODE
LOW	tools/common/opener.py	18	__all__ = ["open_in_default_app"]	CODE
LOW	tools/common/cmake.py	8	__all__ = ["read_cache_dict", "read_cache_var"]	CODE
LOW	tools/common/net.py	23	__all__ = ["download_file", "download_with_retry", "read_url_text", "run_with_retries"]	CODE
LOW	tools/common/io.py	20	__all__ = [	CODE
LOW	tools/common/analyzer.py	20	__all__ = ["AnalysisResult", "AnalyzerBase"]	CODE
LOW	tools/common/xml.py	15	__all__ = ["XMLParseError", "xml_parse"]	CODE
LOW	tools/common/format.py	12	__all__ = ["format_bytes", "format_delta_bytes"]	CODE
LOW	tools/common/aws.py	13	__all__ = [	CODE
LOW	tools/common/cobertura.py	15	__all__ = ["CoberturaError", "CoberturaMetrics", "read_cobertura"]	CODE
LOW	tools/common/platform.py	15	__all__ = [	CODE
LOW	tools/common/markdown.py	15	__all__ = ["md_table"]	CODE
LOW	tools/common/artifact_metadata.py	14	__all__ = [	CODE
LOW	tools/common/tool_version.py	20	__all__ = ["DEFAULT_VERSION_RE", "probe_version", "uv_lock_version", "version_prefix_matches"]	CODE
LOW	tools/generators/settings_qml/page_generator.py	25	__all__ = [	CODE
LOW	tools/generators/config_qml/page_generator.py	24	__all__ = [	CODE
LOW	.github/scripts/generate_build_results_comment.py	27	logger = logging.getLogger(__name__)	CODE
LOW	.github/scripts/verify_executable.py	26	def _setup_gstreamer_env(build_dir: Path) -> None:	CODE

Cross-Language Confusion7 hits · 32 pts

Severity	File	Line	Snippet	Context
HIGH	tools/tests/test_settings_qml_generator.py	908	showWhen="sink && sink.enabled",	CODE
HIGH	tools/tests/test_settings_qml_generator.py	923	assert "visible: sink && sink.enabled" in qml	CODE
HIGH	tools/tests/test_version_drift.py	43	"Run: (cd tools && uv lock) and commit the result.\n\n"	CODE
HIGH	…t-run/references/scripts/parse-qmltestrunner-output.py	32	"failure_message": str \| null,	STRING
HIGH	tools/generators/settings_qml/emit.py	220	section_vis = f"(sectionFilter === -1 \|\| sectionFilter === {grp_idx})"	CODE
HIGH	tools/generators/config_qml/model.py	134	are composed with && so the control is only visible when the param exists	STRING
HIGH⚡	.github/scripts/tests/test_cache_contracts.py	88	assert "event.pull_request.head.repo.fork != true && format('type=registry" not in action	CODE

Modern AI Meta-Vocabulary6 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	844	# Tier B: Match + context window check.	COMMENT
MEDIUM	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	1014	# Build context window	COMMENT
MEDIUM⚡	…t-cpp-review/references/lint-scripts/qt_review_lint.py	85	scope_aware: bool = True # Truncate context window at function-scope boundaries (column-0 closing brace)	CODE
MEDIUM	…t-cpp-review/references/lint-scripts/qt_review_lint.py	370	# Tier B: Match + context window check.	COMMENT
MEDIUM⚡	…t-cpp-review/references/lint-scripts/qt_review_lint.py	425	# Scope-aware context window builder	COMMENT
MEDIUM	…t-cpp-review/references/lint-scripts/qt_review_lint.py	601	# Build context window (use comment-stripped lines)	COMMENT

Fake / Example Data8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	tools/tests/test_settings_qml_generator.py	1216	"controls": [{"setting": "appSettings.x", "placeholder": "a\\b"}],	CODE
LOW⚡	tools/tests/test_settings_qml_generator.py	1220	with pytest.raises(ValueError, match="placeholder"):	CODE
LOW	…kills/qt-qml-test/references/qt-quick-test-controls.md	397	emailField.text = qsTr("user@example.com")	CODE
LOW	…kills/qt-qml-test/references/qt-quick-test-template.md	133	emailField.text = qsTr("user@example.com")	CODE
LOW	…kills/qt-qml-test/references/qt-quick-test-template.md	134	compare(emailField.text, qsTr("user@example.com"))	CODE
LOW	tools/generators/settings_qml/model.py	123	"placeholder", "value", "component", "properties",	CODE
LOW	tools/generators/settings_qml/model.py	170	ctrl_data.get("placeholder", ""), "control placeholder", json_path	CODE
LOW	src/AppSettings/pages/NTRIP.SettingsUI.json	56	"placeholder": "e.g. 1005,1077,1087"	CODE

Redundant / Tautological Comments5 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	tools/simulation/run-arducopter-sitl.sh	16	# Check if Docker is available	COMMENT
LOW	tools/simulation/run-arducopter-sitl.sh	63	# Check if running	COMMENT
LOW	tools/debuggers/profile.sh	217	# Check if we have permissions	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	925	# Check if this property was bound with : in the file	COMMENT
LOW	…s/qt-qml-review/references/lint-scripts/qt_qml_lint.py	954	# Check if the property has a dynamic binding	COMMENT

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	tools/setup/install_qt.py	174	Pick the primary Android Qt root from installed ABIs. Args: abis: Semicolon-separated ABI list (e.g. "arm64	STRING

AI Structural Patterns3 hits · 3 pts

Severity	File	Line	Context
LOW	tools/generators/common/controls.py	140	CODE
LOW	tools/generators/common/controls.py	263	CODE
LOW	tools/generators/common/controls.py	607	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	deploy/docker/lib/setup-venv.sh	2	# Create the qgc venv and install hash-locked build-time Python deps: jinja2/	COMMENT

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/Vehicle/VehicleSetup/Bootloader.h	37	/// IMPORTANT: Make sure this id does not conflict with any newly added real board ids	COMMENT

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings