Ulauncher/Ulauncher

29.9

Adjusted Score

29.9

Raw Score

100%

Time Factor

2026-07-13

Last Push

4.5K

Stars

Python

Language

18.2K

Lines of Code

237

Files

474

Pattern Hits

2026-07-14

Scan Date

0.02

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 4MEDIUM 11LOW 459

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 474 distinct pattern matches across 14 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers202 hits · 233 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_core.py	18	def test_streamed_render_stamps_query_and_pick(self, mocker: MockerFixture) -> None:	CODE
LOW	tests/test_core.py	34	def test_activating_drops_pending_stream_paint(self, mocker: MockerFixture) -> None:	CODE
LOW	tests/test_bin_ulauncher.py	31	def test_legacy_terminal_flags_exit_without_python(flag: str, hint: str) -> None:	CODE
LOW	tests/test_bin_ulauncher.py	47	def test_legacy_rewrite_flags_substitute_and_warn(legacy: str, replacement: str, tmp_path: Path) -> None:	CODE
LOW	tests/test_bin_ulauncher.py	76	def test_fast_path_execs_gapplication(tmp_path: Path, argv: list[str], expected_lines: list[str]) -> None:	CODE
LOW	tests/test_bin_ulauncher.py	95	def test_fast_path_defers_to_python(tmp_path: Path, argv: list[str]) -> None:	CODE
LOW	tests/test_cli.py	74	def test_parse_command_aliases(	CODE
LOW	tests/test_cli.py	101	def test_run_command_dispatches_handler_with_expected_bootstrap_mode(	CODE
LOW	tests/test_cli.py	128	def test_run_command_warns_when_verbose_set_on_runtimeless_command(	CODE
LOW	tests/test_cli.py	141	def test_groups_top_level_commands_in_help_output(self) -> None:	CODE
LOW	tests/test_cli.py	159	def test_subcommand_help_does_not_repeat_top_level_command_groups(self, capsys: pytest.CaptureFixture[str]) -> None:	CODE
LOW	tests/test_bootstrap_flags.py	18	def test_first_run_flags_are_snapshotted_at_import(self, monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/test_bootstrap_flags.py	38	def test_first_run_flags_capture_config_and_state_independently(self, monkeypatch: pytest.MonkeyPatch) -> None:	CODE
LOW	tests/ui/test_result_widget.py	39	def test_wrap__name_and_description_labels_wrap_instead_of_ellipsizing(self) -> None:	CODE
LOW	tests/ui/test_result_widget.py	51	def test_wrap__defaults_to_single_ellipsized_line(self) -> None:	CODE
LOW	tests/ui/test_result_widget.py	63	def test_wrap__highlighting_is_skipped(self) -> None:	CODE
LOW	tests/ui/test_results_view.py	92	def test_out_of_bounds_select_falls_back_to_first(self, view: ResultsView, items: list[MagicMock]) -> None:	CODE
LOW	tests/ui/test_results_view.py	99	def test_go_up_from_start_wraps_to_last(self, view: ResultsView, items: list[MagicMock]) -> None:	CODE
LOW	tests/ui/test_results_view.py	113	def test_go_down_from_last_wraps_to_first(self, view: ResultsView, items: list[MagicMock]) -> None:	CODE
LOW	tests/ui/test_results_view.py	118	def test_navigation_on_empty_is_noop(self) -> None:	CODE
LOW⚡	tests/ui/test_results_view.py	134	def test_select_marks_user_selected(self, view: ResultsView) -> None:	CODE
LOW⚡	tests/ui/test_results_view.py	140	def test_apply_selection_uses_default_name_without_marking_user_selected(self, view: ResultsView) -> None:	CODE
LOW⚡	tests/ui/test_results_view.py	146	def test_apply_selection_preserves_user_pick(self, view: ResultsView) -> None:	CODE
LOW⚡	tests/ui/test_results_view.py	155	def test_apply_selection_falls_back_when_user_pick_gone(self, view: ResultsView) -> None:	CODE
LOW⚡	tests/ui/test_results_view.py	185	def test_replace_preserves_user_pick_within_same_query(self, view: ResultsView) -> None:	CODE
LOW⚡	tests/ui/test_results_view.py	194	def test_append_grows_list_and_keeps_selection(self, view: ResultsView) -> None:	CODE
LOW⚡	tests/ui/test_results_view.py	203	def test_new_query_resets_user_selection(self, view: ResultsView) -> None:	CODE
LOW⚡	tests/ui/preferences/utils/test_ext_utils.py	5	def test_returns_text_unchanged_when_no_code_tags(self) -> None:	CODE
LOW⚡	tests/ui/preferences/utils/test_ext_utils.py	9	def test_converts_code_tags_to_pango_markup(self) -> None:	CODE
LOW⚡	tests/ui/preferences/utils/test_ext_utils.py	14	def test_converts_code_tags_with_attributes_to_pango_markup(self) -> None:	CODE
LOW	tests/modes/extensions/test_extension_runtime.py	44	def test_run__basic_execution__is_called(self, subprocess_launcher: MagicMock) -> None:	CODE
LOW	tests/modes/extensions/test_extension_runtime.py	75	def test_handle_exit__signaled(self) -> None:	CODE
LOW	tests/modes/extensions/test_extension_runtime.py	85	def test_handle_exit__rapid_exit(self, time: MagicMock) -> None:	CODE
LOW	tests/modes/extensions/test_extension_runtime.py	140	def test_kill__noop_when_already_reaped(self) -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	36	def test_handle_query__transitioning_extension_waits(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	55	def test_handle_query__loading_timeout_shows_empty(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	74	def test_handle_query__unknown_keyword_shows_message(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	88	def test_errored__while_loading_shows_failure(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	105	def test_errored__while_not_loading_drops_pending_callback() -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	117	def test_errored__ignores_other_extensions() -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	138	def test_started__reruns_query_for_active_extension(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	151	def test_started__ignores_other_extensions(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_mode.py	163	def test_handle_response__streamed_batches_keep_callback_until_final() -> None:	CODE
LOW	tests/modes/extensions/test_extension_service.py	11	def test_preview_is_never_manageable_even_inside_user_extensions_dir(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_service.py	17	def test_save_user_preferences__saves_and_sends_changed_values(mocker: MockerFixture) -> None:	CODE
LOW	tests/modes/extensions/test_extension_dependencies.py	41	def test_get_dependencies_path(	CODE
LOW	tests/modes/extensions/test_extension_dependencies.py	80	def test_install_without_requirements(	CODE
LOW	tests/modes/extensions/test_extension_dependencies.py	98	def test_install_failure_maps_to_dependency_error(	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	22	def test_open__manifest_file__is_read(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	27	def test_validate__name_empty__exception_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	32	def test_validate__valid_manifest__no_exceptions_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	36	def test_validate__prefs_incorrect_type__exception_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	41	def test_validate__type_kw_empty_name__exception_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	46	def test_validate__raises_error_if_empty_default_value_for_keyword(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	53	def test_validate__doesnt_raise_if_empty_default_value_for_non_keyword(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	57	def test_validate__trigger_missing_name__exception_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	62	def test_validate__pref_missing_name__exception_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	67	def test_validate__min_on_non_number__exception_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	74	def test_validate__max_on_non_number__exception_raised(self) -> None:	CODE
LOW⚡	tests/modes/extensions/test_extension_manifest.py	81	def test_validate__checkbox_bool_default__no_exception(self) -> None:	CODE
142 more matches not shown…

Unused Imports145 hits · 144 pts

Severity	File	Line	Context
LOW	setup.py	2	CODE
LOW	tests/test_core.py	1	CODE
LOW	tests/test_bin_ulauncher.py	1	CODE
LOW	tests/test_cli.py	1	CODE
LOW	tests/test_bootstrap_flags.py	1	CODE
LOW	tests/ui/test_result_widget.py	40	CODE
LOW	tests/ui/test_result_widget.py	52	CODE
LOW	tests/ui/test_result_widget.py	64	CODE
LOW	tests/ui/test_results_view.py	1	CODE
LOW	tests/ui/test_results_view.py	4	CODE
LOW	tests/modes/extensions/test_extension_mode.py	1	CODE
LOW	tests/modes/extensions/test_extension_dependencies.py	1	CODE
LOW	tests/modes/extensions/test_extension_manifest.py	1	CODE
LOW	tests/modes/extensions/test_extension_remote.py	1	CODE
LOW	tests/modes/extensions/test_extension/main.py	1	CODE
LOW	tests/modes/calc/test_calc_mode.py	1	CODE
LOW	tests/modes/file_browser/test_file_browser_mode.py	1	CODE
LOW	tests/modes/shortcuts/test_shortcut_mode.py	1	CODE
LOW	tests/modes/shortcuts/test_shortcuts.py	1	CODE
LOW	tests/modes/shortcuts/test_run_script.py	1	CODE
LOW	tests/modes/apps/test_app_rankings.py	1	CODE
LOW	tests/modes/apps/test_app_result.py	1	CODE
LOW	tests/utils/test_subprocess_utils.py	1	CODE
LOW	tests/utils/test_socket_msg_controller.py	1	CODE
LOW	tests/internals/test_result_buffer.py	1	CODE
LOW	tests/internals/test_effect_utils.py	1	CODE
LOW	tests/api/test_extension.py	1	CODE
LOW	tests/data/test_json_key_value_conf.py	1	CODE
LOW	tests/data/test_json_conf.py	1	CODE
LOW	ulauncher/init_helpers.py	1	CODE
LOW	ulauncher/__init__.py	4	CODE
LOW	ulauncher/core.py	1	CODE
LOW	ulauncher/gi.py	12	CODE
LOW	ulauncher/gi.py	25	CODE
LOW	ulauncher/ui/results_view.py	1	CODE
LOW	ulauncher/ui/hotkey_dialog.py	1	CODE
LOW	ulauncher/ui/load_icon_surface.py	1	CODE
LOW	ulauncher/ui/ulauncher_window.py	1	CODE
LOW	ulauncher/ui/app.py	1	CODE
LOW	ulauncher/ui/result_widget.py	1	CODE
LOW	ulauncher/ui/get_icon_path.py	1	CODE
LOW	ulauncher/ui/preferences/preferences_window.py	1	CODE
LOW	ulauncher/ui/preferences/utils/ext_utils.py	1	CODE
LOW	ulauncher/ui/preferences/utils/ext_handlers.py	1	CODE
LOW	ulauncher/ui/preferences/utils/sidebar_layout.py	1	CODE
LOW	ulauncher/ui/preferences/views/shortcuts.py	1	CODE
LOW	ulauncher/ui/preferences/views/preferences.py	1	CODE
LOW	ulauncher/ui/preferences/views/__init__.py	1	CODE
LOW	ulauncher/ui/preferences/views/about.py	1	CODE
LOW	ulauncher/ui/preferences/views/extensions.py	1	CODE
LOW	ulauncher/ui/preferences/views/help.py	1	CODE
LOW	ulauncher/ui/helpers/tray_icon.py	4	CODE
LOW	ulauncher/ui/helpers/monitor.py	1	CODE
LOW	ulauncher/ui/helpers/system_theme.py	1	CODE
LOW	ulauncher/ui/helpers/theme.py	1	CODE
LOW	ulauncher/ui/helpers/text_highlighter.py	1	CODE
LOW	ulauncher/ui/helpers/hotkey_controller.py	1	CODE
LOW	ulauncher/modes/mode.py	1	CODE
LOW	ulauncher/modes/extensions/extension_registry.py	1	CODE
LOW	ulauncher/modes/extensions/extension_remote.py	1	CODE
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Modern Structural Boilerplate82 hits · 84 pts

Severity	File	Line	Snippet	Context
LOW	ulauncher/__init__.py	6	__all__ = ["version"]	CODE
LOW	ulauncher/core.py	22	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/core.py	100	def set_query(self, query_str: str, callback: ResultsCallback) -> None:	CODE
LOW	ulauncher/gi.py	31	__all__ = [	CODE
LOW	ulauncher/gi.py	192	def _setup_gio_unix() -> None:	CODE
LOW	ulauncher/ui/results_view.py	17	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/results_view.py	47	def set_max_height(self, height: int) -> None:	CODE
LOW	ulauncher/ui/hotkey_dialog.py	9	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/hotkey_dialog.py	43	def set_hotkey(self, key_name: str = "") -> None:	CODE
LOW	ulauncher/ui/load_icon_surface.py	13	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/ulauncher_window.py	26	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/ulauncher_window.py	403	def set_input(self, query_str: str) -> None:	CODE
LOW	ulauncher/ui/app.py	25	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/app.py	59	def set_query(self, value: str, update_input: bool = True) -> None:	CODE
LOW	ulauncher/ui/result_widget.py	17	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/result_widget.py	104	def set_index(self, index: int) -> None:	CODE
LOW	ulauncher/ui/get_icon_path.py	11	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/preferences/preferences_window.py	109	def _setup_keybindings(self) -> None:	CODE
LOW	ulauncher/ui/preferences/preferences_window.py	125	def _setup_custom_styling(self) -> None:	CODE
LOW	ulauncher/ui/preferences/utils/ext_handlers.py	17	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/preferences/utils/ext_handlers.py	106	def update_ui() -> None:	CODE
LOW	ulauncher/ui/preferences/utils/ext_handlers.py	157	def update_ui() -> None:	CODE
LOW	ulauncher/ui/preferences/utils/ext_handlers.py	182	def update_ui() -> None:	CODE
LOW⚡	ulauncher/ui/preferences/utils/ext_handlers.py	201	def update_extension(self, ext: ExtensionRecord, callback: Callable[[], None]) -> None:	CODE
LOW⚡	ulauncher/ui/preferences/utils/ext_handlers.py	209	def update_async() -> None:	CODE
LOW⚡	ulauncher/ui/preferences/utils/ext_handlers.py	213	def update_ui() -> None:	CODE
LOW	ulauncher/ui/preferences/utils/sidebar_layout.py	81	def set_items(self, items: Sequence[SidebarItem], active_item_id: str \| None = None) -> None:	CODE
LOW	ulauncher/ui/preferences/utils/sidebar_layout.py	118	def set_empty_placeholder_builder(self, builder: Callable[[], Gtk.Widget] \| None) -> None:	CODE
LOW	ulauncher/ui/preferences/utils/sidebar_layout.py	253	def set_content(self, widget: Gtk.Widget) -> None:	CODE
LOW	ulauncher/ui/preferences/views/shortcuts.py	361	def _update_icon_button(self) -> None:	CODE
LOW	ulauncher/ui/preferences/views/preferences.py	16	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/preferences/views/__init__.py	78	def set_text(self, text: str) -> None:	CODE
LOW	ulauncher/ui/preferences/views/extensions.py	28	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/helpers/tray_icon.py	20	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/helpers/monitor.py	9	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/helpers/theme.py	11	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/helpers/hotkey_controller.py	14	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/ui/helpers/hotkey_controller.py	21	def _set_hotkey(hotkey: str) -> None:	CODE
LOW	ulauncher/ui/helpers/layer_shell.py	46	def set_vertical_position(window: Gtk.Window, pos_y: float) -> None:	CODE
LOW	ulauncher/modes/extensions/extension_registry.py	15	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/extensions/extension_remote.py	24	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/extensions/extension_manifest.py	11	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/extensions/extension_mode.py	22	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/extensions/extension_runtime.py	24	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/extensions/extension_record.py	51	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/extensions/extension_service.py	24	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/extensions/extension_dependencies.py	10	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/calc/calc_mode.py	57	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/file_browser/file_browser_mode.py	18	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/file_browser/open_with.py	8	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/shortcuts/run_script.py	9	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/shortcuts/shortcut_mode.py	14	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/apps/app_result.py	12	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/apps/launch_app.py	14	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/apps/try_raise_app.py	7	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/modes/apps/app_mode.py	17	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/utils/dbus.py	11	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/utils/launch_detached.py	10	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/utils/v5_killer.py	7	logger = logging.getLogger(__name__)	CODE
LOW	ulauncher/utils/environment.py	16	logger = logging.getLogger(__name__)	CODE
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Deep Nesting22 hits · 22 pts

Severity	File	Line	Context
LOW	ulauncher/core.py	64	CODE
LOW	ulauncher/core.py	241	CODE
LOW	ulauncher/core.py	251	CODE
LOW	ulauncher/ui/app.py	298	CODE
LOW	ulauncher/ui/result_widget.py	132	CODE
LOW	ulauncher/ui/preferences/utils/ext_handlers.py	247	CODE
LOW	ulauncher/ui/preferences/views/extensions.py	568	CODE
LOW	ulauncher/ui/helpers/hotkey_controller.py	21	CODE
LOW	ulauncher/modes/extensions/extension_remote.py	303	CODE
LOW	ulauncher/modes/extensions/extension_manifest.py	47	CODE
LOW	ulauncher/modes/extensions/extension_finder.py	46	CODE
LOW	ulauncher/modes/extensions/extension_mode.py	214	CODE
LOW	ulauncher/modes/extensions/extension_runtime.py	145	CODE
LOW	ulauncher/modes/extensions/extension_service.py	73	CODE
LOW	ulauncher/modes/extensions/extension_service.py	85	CODE
LOW	ulauncher/modes/file_browser/file_browser_mode.py	51	CODE
LOW	ulauncher/modes/file_browser/file_browser_mode.py	97	CODE
LOW	ulauncher/modes/apps/launch_app.py	47	CODE
LOW	ulauncher/modes/apps/try_raise_app.py	10	CODE
LOW	ulauncher/utils/migrate.py	91	CODE
LOW	ulauncher/internals/effect_utils.py	43	CODE
LOW	ulauncher/data/json_key_value_conf.py	18	CODE

Self-Referential Comments6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	ulauncher/ui/preferences/preferences_window.py	43	# Create the main UI	COMMENT
MEDIUM	ulauncher/ui/preferences/preferences_window.py	53	# Create main container	COMMENT
MEDIUM	ulauncher/ui/preferences/views/preferences.py	33	# Create main container - centers on wide screens, fills on narrow screens	COMMENT
MEDIUM	ulauncher/ui/preferences/views/extensions.py	234	# Create a vertical box for authors and updated date	COMMENT
MEDIUM	ulauncher/ui/preferences/views/help.py	65	# Create a horizontal box for each link	COMMENT
MEDIUM	ulauncher/utils/untar.py	9	# This function is the same as Path.is_relative_to in 3.9, but we can't use that yet	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	tests/modes/calc/test_calc_mode.py	helper to collect results from callback-based handle_query.	STRING
HIGH	tests/modes/file_browser/test_file_browser_mode.py	helper to collect results from callback-based handle_query.	STRING
HIGH	tests/modes/shortcuts/test_shortcut_mode.py	helper to collect results from callback-based handle_query.	STRING

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	ulauncher/gi.py	37	# ─── GioUnix compatibility namespace ──────────────────────────────────────────	COMMENT
MEDIUM	ulauncher/gi.py	95	# ─── DesktopAppInfo wrapper ────────────────────────────────────────────────────	COMMENT
MEDIUM	ulauncher/gi.py	189	# ─── Deferred setup functions ──────────────────────────────────────────────────	COMMENT
MEDIUM	ulauncher/gi.py	227	# ─── Lazy loader (PEP 562) ────────────────────────────────────────────────────	COMMENT

Cross-Language Confusion1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	tests/data/test_json_conf.py	45	assert json_stringify(conf, value_blacklist=[]) == '{"a": null, "b": [], "c": {}, "d": 1}'	CODE

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	cliff.toml	21	filter_commits = true	COMMENT
LOW	ulauncher/gi.py	41	# * GioUnix was originally a namespace for aliases to Unix-specific functionality in the Gio namespace.	COMMENT
LOW	ulauncher/gi.py	61	#	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/api/test_extension.py	89		CODE

Slop Phrases2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/draft-release.yml	33	# make sure to run make sdist after make deb because make deb overwrites the tarball	COMMENT
LOW	ulauncher/utils/ewmh.py	39	When a property is written, don't forget to really send the notification by	STRING

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	ulauncher/utils/migrate.py	72	# Check if already migrated	COMMENT

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	ulauncher/core.py	176	except Exception:	CODE

AI Structural Patterns1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	ulauncher/internals/result.py	38		CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings