mavlink/qgroundcontrol

6.3

Adjusted Score

6.3

Raw Score

100%

Time Factor

2026-07-10

Last Push

4.8K

Stars

C++

Language

522.1K

Lines of Code

2.2K

Files

2.0K

Pattern Hits

2026-07-14

Scan Date

0.00

HC Hit Rate

What These Metrics Mean

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

Score History

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

Severity Breakdown

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

CRITICAL 0HIGH 7MEDIUM 575LOW 1389

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 1971 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 Separators515 hits · 1672 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	63	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	65	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	67	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	69	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	79	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	81	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	84	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	86	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	91	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	93	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	101	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	103	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	113	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	115	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	126	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	128	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	131	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	133	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	138	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	140	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	149	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	151	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	269	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	271	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	277	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	279	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	288	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	290	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	376	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	378	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	386	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	388	# ----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	CMakeLists.txt	405	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	407	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	411	# ============================================================================	COMMENT
MEDIUM⚡	CMakeLists.txt	413	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	172	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	174	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	190	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	192	# ============================================================================	COMMENT
MEDIUM	CMakeLists.txt	254	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	256	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	311	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	313	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	324	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	326	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	338	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	340	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	351	# ----------------------------------------------------------------------------	COMMENT
MEDIUM	CMakeLists.txt	353	# ----------------------------------------------------------------------------	COMMENT
455 more matches not shown…

Hyper-Verbose Identifiers608 hits · 718 pts

Severity	File	Line	Snippet	Context
LOW	tools/pre_commit.py	44	def ensure_precommit_available() -> bool:	CODE
LOW	tools/setup/install_dependencies/_packages.py	392	def _get_categorized_packages(	CODE
LOW	tools/setup/install_dependencies/_common.py	110	def run_apt_install_with_retry(	CODE
LOW	tools/setup/install_dependencies/_common.py	145	def run_dnf_install_with_retry(	CODE
LOW	tools/setup/install_dependencies/_common.py	163	def run_pacman_install_with_retry(	CODE
LOW	tools/setup/install_dependencies/_common.py	224	def check_apt_package_available(package: str) -> bool:	CODE
LOW	tools/setup/install_dependencies/_common.py	239	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	108	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_proc.py	12	def test_run_captured_returns_completed_process() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	19	def test_run_captured_check_raises() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	24	def test_run_captured_failing_command_does_not_raise_by_default() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	34	def test_run_text_returns_stdout() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	38	def test_run_text_default_on_missing_binary() -> None:	CODE
LOW⚡	tools/tests/test_proc.py	42	def test_run_text_default_on_nonzero_exit() -> None:	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_coverage.py	9	def test_build_step_summary_includes_metrics() -> 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_build_profile.py	21	def test_parse_ninja_log_reads_edges_and_skips_header(tmp_path: Path) -> None:	CODE
LOW	tools/tests/test_build_profile.py	39	def test_summarize_ninja_log_reports_slowest_rebuilds_and_generated_steps() -> None:	CODE
LOW	tools/tests/test_build_profile.py	62	def test_classify_output_identifies_common_build_hotspots() -> None:	CODE
LOW	tools/tests/test_build_profile.py	71	def test_parse_time_trace_reads_compile_duration_and_expensive_events(tmp_path: Path) -> None:	CODE
LOW	tools/tests/test_build_profile.py	95	def test_find_time_traces_ignores_non_trace_json(tmp_path: Path) -> None:	CODE
LOW	tools/tests/test_build_profile.py	108	def test_build_report_includes_all_sections() -> None:	CODE
LOW	tools/tests/test_generate_docs.py	9	def test_build_doxyfile_text_overrides_output_and_pdf(tmp_path) -> None:	CODE
LOW	tools/tests/test_gh_actions.py	15	def test_list_workflow_runs_for_sha_uses_jq_get_method() -> None:	CODE
LOW	tools/tests/test_gh_actions.py	27	def test_list_workflow_runs_for_sha_unpacks_ndjson_stream() -> None:	CODE
LOW	tools/tests/test_gh_actions.py	38	def test_list_run_artifacts_parses_ndjson_stream() -> None:	CODE
LOW	tools/tests/test_gh_actions.py	53	def test_list_run_artifacts_rejects_invalid_run_id() -> None:	CODE
LOW	tools/tests/test_gh_actions.py	104	def test_auto_pull_request_target(self) -> None:	CODE
LOW	tools/tests/test_gh_actions.py	117	def test_auto_workflow_dispatch(self) -> None:	CODE
LOW	tools/tests/test_gh_actions.py	141	def test_multiline_delimiter_resists_collision(self, tmp_path) -> None:	CODE
LOW	tools/tests/test_gh_actions.py	183	def test_escapes_newlines_and_percent(self, capsys) -> None:	CODE
LOW	tools/tests/test_gh_actions.py	187	def test_emits_to_stdout_not_stderr(self, capsys) -> None:	CODE
LOW⚡	tools/tests/test_install_dependencies.py	44	def test_debian_packages_not_empty() -> None:	CODE
548 more matches not shown…

Over-Commented Block339 hits · 334 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/CMakeLists.txt	41	# ----------------------------------------------------------------------------	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	/// When a MockLink is active, call mockLink->disconnect() first so the	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	81	/// Open the toolbar Q-logo tool-select dropdown and click the entry with	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	121	/// Scroll the QQuickFlickable identified by \a flickableObjectName so that	COMMENT
LOW	test/QmlUITests/QmlUITestBase.h	141		COMMENT
LOW	test/QmlUITests/VehicleConfigUITestBase.h	21	void navigateToConfigureView();	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	461	/// @a category must be the exact Qt logging category string (e.g.	COMMENT
LOW	test/UnitTestFramework/UnitTest.h	481	/// in the given @a category for the duration of the test.	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	test/UnitTestFramework/BaseClasses/TerrainTest.h	81		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
LOW	test/UnitTestFramework/QmlTesting/QmlTesting.h	1	#pragma once	COMMENT
LOW	test/UnitTestFramework/QmlTesting/QmlTesting.h	21	///	COMMENT
LOW	test/UnitTestFramework/QmlTesting/QmlTesting.h	41	/// compare(component.clicked, true)	COMMENT
LOW	test/UnitTestFramework/QmlTesting/QmlTesting.h	61	/// SignalSpy {	COMMENT
LOW	test/UnitTestFramework/QmlTesting/QmlTesting.h	81	/// ]	COMMENT
LOW	test/UnitTestFramework/QmlTesting/QmlTesting.h	101	/// Example: tst_FactTextField.qml, tst_QGCButton.qml	COMMENT
279 more matches not shown…

Unused Imports309 hits · 272 pts

Severity	File	Line	Context
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/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/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	26	CODE
LOW	tools/setup/install_dependencies/_common.py	27	CODE
LOW	tools/setup/install_dependencies/_common.py	27	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
LOW	tools/setup/install_dependencies/__init__.py	38	CODE
LOW	tools/setup/install_dependencies/__init__.py	38	CODE
LOW	tools/setup/install_dependencies/__init__.py	38	CODE
249 more matches not shown…

Excessive Try-Catch Wrapping71 hits · 123 pts

Severity	File	Line	Snippet	Context
LOW	tools/_bootstrap.py	61	except Exception:	CODE
MEDIUM	tools/_bootstrap.py	57	def _unraisablehook(unraisable) -> None:	CODE
MEDIUM	tools/setup/install_python.py	275	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/install_python.py	299	print(f"Error: Command failed with exit code {e.returncode}", file=sys.stderr)	CODE
MEDIUM	tools/setup/install_python.py	302	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/read_config.py	106	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/read_config.py	109	print(f"Error: Invalid JSON in config file: {e}", file=sys.stderr)	CODE
MEDIUM	tools/setup/read_config.py	126	print(f"Error: Key '{key}' not found in config", file=sys.stderr)	CODE
LOW	tools/setup/install_dependencies/_common.py	359	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	102	except Exception:	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	46	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	106	print(f"Error: {e}", file=sys.stderr)	CODE
MEDIUM	tools/translations/qgc_lupdate.py	112	print(f"Error: lupdate failed with exit code {e.returncode}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/coverage_comment.py	42	print(f"Error parsing {xml_path}: {e}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	229	print("Error: Failed to download ccache archive", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	233	print("Error: Failed to download signature file", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	238	print("Error: Failed to setup minisign", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	242	print("Error: Signature verification failed", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	313	print(f"Error extracting ccache: {e}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	318	print(f"Error: ccache binary not found at {ccache_bin}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	326	print(f"Error copying ccache: {result.stderr}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	331	print(f"Error setting permissions: {result.stderr}", file=sys.stderr)	CODE
MEDIUM⚡	.github/scripts/ccache_helper.py	335	print(f"Error installing ccache: {e}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/ccache_helper.py	269	print(f"Error extracting minisign: {e}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/ccache_helper.py	274	print(f"Error: minisign binary not found at {minisign_bin}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/ccache_helper.py	300	print(f"Error running minisign: {e}", file=sys.stderr)	CODE
MEDIUM	.github/scripts/ccache_helper.py	754	print(f"Error: Invalid ccache version format: {args.version}", file=sys.stderr)	CODE
11 more matches not shown…

Example Usage Blocks29 hits · 44 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	test/UnitTestFramework/BaseClasses/TerrainTest.h	87	/// 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 Nesting40 hits · 36 pts

Severity	File	Line	Context
LOW	tools/pre_commit.py	52	CODE
LOW	tools/pre_commit.py	142	CODE
LOW	tools/configure.py	63	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	322	CODE
LOW	tools/setup/install_dependencies/_debian.py	91	CODE
LOW	tools/setup/install_dependencies/_debian.py	159	CODE
LOW	tools/setup/install_dependencies/_windows.py	108	CODE
LOW	tools/simulation/mock_ntrip_caster.py	238	CODE
LOW	tools/common/file_traversal.py	73	CODE
LOW	tools/common/gh_actions.py	92	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/emit.py	44	CODE
LOW	tools/generators/settings_qml/emit.py	289	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	174	CODE
LOW	.github/scripts/ccache_helper.py	524	CODE
LOW	.github/scripts/ccache_helper.py	189	CODE
LOW	.github/scripts/download_artifacts.py	185	CODE
LOW	.github/scripts/cmake_helper.py	195	CODE
LOW	.github/scripts/collect_artifact_sizes.py	48	CODE
LOW	.github/scripts/collect_artifact_sizes.py	155	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 Boilerplate30 hits · 30 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	273	def _set_env_var_ci(name: str, value: str) -> None:	CODE
LOW	tools/setup/install_dependencies/_common.py	279	def _set_env_var_local(name: str, value: str) -> None:	CODE
LOW	tools/setup/install_dependencies/_common.py	290	def set_env_var(name: str, value: str) -> None:	CODE
LOW	tools/setup/install_dependencies/_common.py	364	__all__ = [	CODE
LOW	tools/setup/install_dependencies/_debian.py	227	__all__ = [	CODE
LOW	tools/setup/install_dependencies/__init__.py	74	__all__ = [	CODE
LOW	tools/setup/install_dependencies/_arch.py	42	__all__ = ["install_arch"]	CODE
LOW	tools/setup/install_dependencies/_windows.py	253	__all__ = [	CODE
LOW	tools/common/git.py	18	__all__ = ["get_default_branch_ref", "run_git"]	CODE
LOW	tools/common/env.py	12	__all__ = [	CODE
LOW	tools/common/proc.py	19	__all__ = ["run_bytes", "run_captured", "run_text"]	CODE
LOW	tools/common/opener.py	18	__all__ = ["open_in_default_app"]	CODE
LOW	tools/common/net.py	23	__all__ = ["download_file", "download_with_retry", "run_with_retries"]	CODE
LOW	tools/common/io.py	18	__all__ = [	CODE
LOW	tools/common/analyzer.py	20	__all__ = ["AnalysisResult", "AnalyzerBase"]	CODE
LOW	tools/common/__init__.py	256	__all__ = [*_LAZY_SYMBOLS.keys(), "pip_install"]	CODE
LOW	tools/common/format.py	12	__all__ = ["format_bytes", "format_delta_bytes"]	CODE
LOW	tools/common/platform.py	13	__all__ = ["current_platform", "is_linux", "is_macos", "is_windows"]	CODE
LOW	tools/common/cli.py	23	__all__ = [	CODE
LOW	tools/common/markdown.py	15	__all__ = ["md_table"]	CODE
LOW	tools/common/tool_version.py	20	__all__ = ["DEFAULT_VERSION_RE", "probe_version", "uv_lock_version"]	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	28	logger = logging.getLogger(__name__)	CODE
LOW	.github/scripts/verify_executable.py	26	def _setup_gstreamer_env(build_dir: Path) -> None:	CODE
LOW	.github/scripts/xml_utils.py	17	__all__ = ["XMLParseError", "xml_parse"]	CODE

Cross-Language Confusion6 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	tools/tests/test_settings_qml_generator.py	737	showWhen="sink && sink.enabled",	CODE
HIGH	tools/tests/test_settings_qml_generator.py	752	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	219	section_vis = f"(sectionFilter === -1 \|\| sectionFilter === {grp_idx})"	CODE
HIGH	tools/generators/config_qml/model.py	129	are composed with && so the control is only visible when the param exists	STRING

Modern AI Meta-Vocabulary7 hits · 24 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
MEDIUM⚡	test/CMakeLists.txt	49	# FULL WIRING IS NOT YET COMPLETE — this is intentional scaffolding. The default	COMMENT

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

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
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	89	"placeholder", "value", "component",	CODE
LOW	tools/generators/settings_qml/model.py	125	placeholder=ctrl_data.get("placeholder", ""),	CODE
LOW	src/AppSettings/pages/NTRIP.SettingsUI.json	56	"placeholder": "e.g. 1005,1077,1087"	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	tools/setup/install_qt.py	173	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