zauberzeug/nicegui

10.9

Adjusted Score

10.9

Raw Score

100%

Time Factor

2026-07-11

Last Push

16.0K

Stars

Python

Language

121.5K

Lines of Code

967

Files

1.1K

Pattern Hits

2026-07-14

Scan Date

0.07

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 6HIGH 65MEDIUM 14LOW 981

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 1066 distinct pattern matches across 18 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers434 hits · 394 pts

Severity	File	Line	Snippet	Context
LOW	main.py	122	def _documentation_detail_page(name: str, tree: ui.tree) -> None:	STRING
LOW	website/documentation/reference.py	108	def _generate_property_signature_description(property_: property \| None) -> str:	CODE
LOW	website/documentation/reference.py	124	def _generate_method_signature_description(method: Callable) -> str:	CODE
LOW	website/documentation/reference.py	152	def _remove_indentation_from_docstring(text: str) -> str:	CODE
LOW	website/documentation/search.py	46	def _collect_documentation_parts(*, include_code: bool = False) -> list[dict[str, str]]:	CODE
LOW	website/documentation/content/section_security.py	80	def component_security_overview_demo():	STRING
LOW	…site/documentation/content/date_input_documentation.py	28	def date_input_with_filter_demo():	STRING
LOW	website/documentation/content/section_action_events.py	245	# def clear_content_and_show_error(error):	STRING
LOW	website/documentation/content/aggrid_documentation.py	59	def adding_rows_preserving_edits():	STRING
LOW	website/documentation/content/aggrid_documentation.py	87	def aggrid_with_selectable_rows():	STRING
LOW	website/documentation/content/aggrid_documentation.py	145	def aggrid_with_conditional_cell_formatting():	STRING
LOW	website/documentation/content/aggrid_documentation.py	242	def aggrid_with_complex_objects():	STRING
LOW	website/documentation/content/aggrid_documentation.py	260	def aggrid_with_dynamic_row_height():	STRING
LOW	website/documentation/content/aggrid_documentation.py	299	def aggrid_filter_return_values():	STRING
LOW	website/documentation/content/aggrid_documentation.py	307	def aggrid_access_api_via_javascript():	STRING
LOW	website/documentation/content/aggrid_documentation.py	326	def aggrid_handle_theme_change():	STRING
LOW	website/documentation/content/event_documentation.py	31	def emitting_vs_calling_events():	STRING
LOW	website/documentation/content/slider_documentation.py	23	def throttle_events_with_leading_and_trailing_options():	STRING
LOW	website/documentation/content/page_documentation.py	32	def page_with_path_parameters_demo():	STRING
LOW	…bsite/documentation/content/expansion_documentation.py	15	def expansion_with_custom_header():	STRING
LOW	website/documentation/content/tree_documentation.py	31	def tree_with_custom_header_and_body():	STRING
LOW	website/documentation/content/table_documentation.py	40	def default_column_parameters():	STRING
LOW	website/documentation/content/table_documentation.py	76	def table_with_expandable_rows():	STRING
LOW	website/documentation/content/table_documentation.py	179	def table_with_drop_down_selection():	STRING
LOW	website/documentation/content/table_documentation.py	327	def handle_pagination_changes() -> None:	STRING
LOW	website/documentation/content/table_documentation.py	340	async def show_filtered_sorted_rows():	STRING
LOW	website/documentation/content/table_documentation.py	458	def table_with_masonry_like_grid():	STRING
LOW	website/documentation/content/table_documentation.py	485	def slot_templates_with_nicegui_elements():	STRING
LOW	…ite/documentation/content/refreshable_documentation.py	27	def refreshable_with_parameters():	STRING
LOW	…umentation/content/section_configuration_deployment.py	479	def _documentation_index_table():	STRING
LOW	website/documentation/content/user_documentation.py	134	def selecting_options_in_a_select():	STRING
LOW	…/documentation/content/section_audiovisual_elements.py	25	def captions_and_overlays_demo():	STRING
LOW	website/documentation/content/markdown_documentation.py	15	def markdown_with_indentation():	STRING
LOW	website/documentation/content/markdown_documentation.py	33	def markdown_with_code_blocks():	STRING
LOW	website/documentation/content/echart_documentation.py	98	def echart_from_pyecharts_demo():	STRING
LOW	…te/documentation/content/section_styling_appearance.py	242	def overwrite_tailwind_style_demo():	STRING
LOW	…te/documentation/content/section_styling_appearance.py	269	def other_vue_ui_frameworks_demo():	STRING
LOW	website/documentation/content/tooltip_documentation.py	34	def tooltip_with_other_content():	STRING
LOW	tests/test_serving_files.py	25	def assert_video_file_streaming(path: str) -> None:	CODE
LOW	tests/test_serving_files.py	38	def test_media_files_can_be_streamed(screen: Screen):	CODE
LOW	tests/test_serving_files.py	49	def test_media_files_against_path_traversal(screen: Screen, secret_file):	CODE
LOW	tests/test_serving_files.py	64	def test_adding_single_media_file(screen: Screen):	CODE
LOW	tests/test_serving_files.py	89	def test_malicious_chunk_size_is_clamped(screen: Screen):	CODE
LOW	tests/test_serving_files.py	107	def test_get_from_static_files_dir(url_path: str, screen: Screen):	CODE
LOW	tests/test_serving_files.py	135	def test_adding_single_static_file(screen: Screen):	CODE
LOW	tests/test_serving_files.py	149	def test_auto_serving_file_from_image_source(screen: Screen):	CODE
LOW	tests/test_serving_files.py	165	def test_auto_serving_file_from_video_source(screen: Screen):	STRING
LOW	tests/test_serving_files.py	176	def test_mimetypes_of_static_files(screen: Screen):	STRING
LOW	tests/test_serving_files.py	196	def test_cache_control_header_of_static_files(screen: Screen):	STRING
LOW	tests/test_skip_link.py	25	def test_skip_link_skips_to_offscreen_content(screen: Screen):	STRING
LOW	tests/test_skip_link.py	42	def test_skip_link_with_custom_text(screen: Screen):	STRING
LOW	tests/test_skip_link.py	51	def test_skip_link_with_context_manager_replaces_text(screen: Screen):	STRING
LOW	tests/test_skip_link.py	73	def test_link_is_deleted_with_calling_context(screen: Screen):	STRING
LOW	tests/test_vbuild.py	52	def test_template_with_scoped_style():	STRING
LOW	tests/test_vbuild.py	71	def test_scoped_style_applies_to_root_element():	STRING
LOW	tests/test_vbuild.py	106	def test_scoped_style_with_at_rules():	STRING
LOW	tests/test_vbuild.py	163	def test_scoped_style_with_nested_at_rules():	STRING
LOW	tests/test_vbuild.py	184	def test_scoped_style_with_pseudo_elements():	STRING
LOW	tests/test_vbuild.py	207	def test_scoped_style_with_braces_in_content():	STRING
LOW	tests/test_vbuild.py	226	def test_scoped_style_ignores_comments():	STRING
374 more matches not shown…

Unused Imports342 hits · 282 pts

Severity	File	Line	Context
LOW	website/__init__.py	1	CODE
LOW	website/__init__.py	1	CODE
LOW	website/__init__.py	1	CODE
LOW	website/__init__.py	1	CODE
LOW	website/__init__.py	1	CODE
LOW	website/examples.py	1	CODE
LOW	website/documentation/__init__.py	1	CODE
LOW	website/documentation/__init__.py	1	CODE
LOW	website/documentation/__init__.py	1	CODE
LOW	website/documentation/__init__.py	2	CODE
LOW	website/documentation/__init__.py	3	CODE
LOW	website/documentation/__init__.py	4	CODE
LOW	website/documentation/__init__.py	5	CODE
LOW	website/documentation/__init__.py	6	CODE
LOW	website/documentation/__init__.py	6	CODE
LOW	website/documentation/__init__.py	6	CODE
LOW	website/documentation/content/section_pages_routing.py	89	CODE
LOW	website/documentation/content/__init__.py	1	CODE
LOW	website/documentation/content/__init__.py	1	CODE
LOW	website/documentation/content/__init__.py	2	CODE
LOW	…te/documentation/content/section_styling_appearance.py	270	CODE
LOW	website/documentation/content/run_documentation.py	76	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/documentation/content/doc/__init__.py	1	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	website/components/__init__.py	3	CODE
LOW	tests/test_speculative_loading.py	1	CODE
LOW	tests/test_user_simulation.py	857	CODE
LOW	tests/test_json.py	15	CODE
LOW	nicegui/element_filter.py	1	CODE
LOW	nicegui/event.py	1	CODE
LOW	nicegui/server.py	1	CODE
LOW	nicegui/style.py	9	CODE
LOW	nicegui/ui.py	297	CODE
LOW	nicegui/ui.py	298	CODE
LOW	nicegui/ui.py	299	CODE
LOW	nicegui/ui.py	300	CODE
LOW	nicegui/ui.py	301	CODE
LOW	nicegui/ui.py	302	CODE
LOW	nicegui/ui.py	303	CODE
LOW	nicegui/ui.py	304	CODE
LOW	nicegui/ui.py	305	CODE
282 more matches not shown…

Cross-Language Confusion38 hits · 221 pts

Severity	File	Line	Snippet	Context
HIGH	website/search.py	55	if (e.key === '/' \|\| (e.key === 'k' && (e.ctrlKey \|\| e.metaKey))) {	CODE
HIGH	website/documentation/content/navigate_documentation.py	33	ui.button('Push URL', on_click=lambda: ui.navigate.history.push('/a'))	STRING
HIGH	website/documentation/content/keyboard_documentation.py	43	if (e.key === 'a' && (e.ctrlKey \|\| e.metaKey) && e.action === 'keydown') {	CODE
HIGH	…/documentation/content/element_filter_documentation.py	79	log.push(f'{time.strftime("%H:%M:%S")}')	STRING
HIGH	website/documentation/content/log_documentation.py	11	ui.button('Log time', on_click=lambda: log.push(datetime.now().strftime('%X.%f')[:-5]))	CODE
HIGH	website/documentation/content/log_documentation.py	35	self.element.push(msg)	STRING
HIGH⚡	website/documentation/content/log_documentation.py	65	ui.button('Normal', on_click=lambda: log.push('Text'))	STRING
HIGH⚡	website/documentation/content/log_documentation.py	66	ui.button('Debug', on_click=lambda: log.push('Debug', classes='text-grey'))	STRING
HIGH⚡	website/documentation/content/log_documentation.py	67	ui.button('Info', on_click=lambda: log.push('Info', classes='text-blue'))	STRING
HIGH⚡	website/documentation/content/log_documentation.py	68	ui.button('Warning', on_click=lambda: log.push('Warning', classes='text-orange'))	STRING
HIGH⚡	website/documentation/content/log_documentation.py	69	ui.button('Error', on_click=lambda: log.push('Error', classes='text-red'))	STRING
HIGH	…bsite/documentation/content/line_plot_documentation.py	19	line_plot.push([now], [[y1], [y2]], y_limits=(-1.5, 1.5))	CODE
HIGH⚡	tests/test_skip_link.py	13	return rect.top >= 0 && rect.bottom <= (window.innerHeight \|\| document.documentElement.clientHeight) &&	CODE
HIGH⚡	tests/test_skip_link.py	13	return rect.top >= 0 && rect.bottom <= (window.innerHeight \|\| document.documentElement.clientHeight) &&	CODE
HIGH⚡	tests/test_skip_link.py	14	rect.left >= 0 && rect.right <= (window.innerWidth \|\| document.documentElement.clientWidth);	CODE
HIGH⚡	tests/test_skip_link.py	14	rect.left >= 0 && rect.right <= (window.innerWidth \|\| document.documentElement.clientWidth);	CODE
HIGH⚡	tests/test_navigate.py	78	'window.open = (url, target) => window.__open_calls.push([url, target]);')	CODE
HIGH⚡	tests/test_navigate.py	87	ui.button('Push', on_click=lambda: ui.navigate.history.push('/");console.log("XSS");//'))	CODE
HIGH⚡	tests/test_log.py	12	log.push('A')	CODE
HIGH⚡	tests/test_log.py	13	log.push('B')	CODE
HIGH⚡	tests/test_log.py	14	log.push('C')	CODE
HIGH⚡	tests/test_log.py	15	log.push('D')	CODE
HIGH⚡	tests/test_log.py	32	log.push('A')	CODE
HIGH⚡	tests/test_log.py	33	log.push('B')	CODE
HIGH⚡	tests/test_log.py	34	log.push('C\nD')	CODE
HIGH⚡	tests/test_log.py	63	log.push('50%')	CODE
HIGH⚡	tests/test_log.py	64	ui.button('push', on_click=lambda: log.push('100%'))	CODE
HIGH⚡	tests/test_log.py	81	log.push('Log line', classes='text-green', style='margin: 2rem', props='my-prop=B')	CODE
HIGH	nicegui/native/native_mode.py	96	if (e.dataTransfer && e.dataTransfer.types.indexOf("Files") >= 0) e.preventDefault();	CODE
HIGH	nicegui/testing/screen.py	177	js = 'return arguments[0].naturalWidth > 0 && arguments[0].naturalHeight > 0'	CODE
HIGH⚡	nicegui/testing/screen.py	267	let lastId = window.nextMessageId \|\| 0;	CODE
HIGH⚡	nicegui/testing/screen.py	270	const currentId = window.nextMessageId \|\| 0;	CODE
HIGH⚡	nicegui/testing/screen.py	275	if (Date.now() - stableSince >= 100 \|\| Date.now() >= deadline) {{	CODE
HIGH	nicegui/elements/skip_link.py	57	if (el === null) return;	CODE
HIGH	nicegui/elements/aggrid/aggrid.py	309	getElement({self.id}).api.{API_METHODS[method]}(node => rowData.push(node.data));	CODE
HIGH	examples/pyserial/main.py	19	log.push(line.decode())	CODE
HIGH	examples/zeromq/main.py	22	number_received.subscribe(lambda number: line_plot.push([datetime.now()], [[number]]))	CODE
HIGH	examples/descope_auth/user.py	87	token = await ui.run_javascript('return sessionToken && !sdk.isJwtExpired(sessionToken) ? sessionToken : null;')	STRING

Cross-File Repetition27 hits · 135 pts

Severity	File	Snippet	Context
HIGH	website/documentation/content/input_documentation.py	the `clearable` prop from [quasar](https://quasar.dev/) adds a button to the input that clears the text.	STRING
HIGH	website/documentation/content/textarea_documentation.py	the `clearable` prop from [quasar](https://quasar.dev/) adds a button to the input that clears the text.	STRING
HIGH	website/documentation/content/number_documentation.py	the `clearable` prop from [quasar](https://quasar.dev/) adds a button to the input that clears the text.	STRING
HIGH	nicegui/element_filter.py	apply, remove, toggle, or replace html classes. this allows modifying the look of the element or its layout using `tailw	STRING
HIGH	nicegui/classes.py	apply, remove, toggle, or replace html classes. this allows modifying the look of the element or its layout using `tailw	STRING
HIGH	nicegui/elements/query.py	apply, remove, toggle, or replace html classes. this allows modifying the look of the element or its layout using `tailw	STRING
HIGH	nicegui/element_filter.py	apply, remove, or replace css definitions. removing or replacing styles can be helpful if the predefined style is not de	STRING
HIGH	nicegui/style.py	apply, remove, or replace css definitions. removing or replacing styles can be helpful if the predefined style is not de	STRING
HIGH	nicegui/elements/query.py	apply, remove, or replace css definitions. removing or replacing styles can be helpful if the predefined style is not de	STRING
HIGH	nicegui/element_filter.py	add or remove props. this allows modifying the look of the element or its layout using `quasar <https://quasar.dev/>`_ p	STRING
HIGH	nicegui/props.py	add or remove props. this allows modifying the look of the element or its layout using `quasar <https://quasar.dev/>`_ p	STRING
HIGH	nicegui/elements/query.py	add or remove props. this allows modifying the look of the element or its layout using `quasar <https://quasar.dev/>`_ p	STRING
HIGH	nicegui/elements/tree.py	add a callback to be invoked when the selection state changes.	STRING
HIGH	nicegui/elements/table.py	add a callback to be invoked when the selection state changes.	STRING
HIGH	nicegui/elements/mixins/selectable_element.py	add a callback to be invoked when the selection state changes.	STRING
HIGH	nicegui/elements/mixins/icon_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/value_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/filter_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/source_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/label_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/text_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/content_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/visibility.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/disableable_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/selectable_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/name_element.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING
HIGH	nicegui/elements/mixins/color_elements.py	bind the text color of this element to the target object's target_name property. the binding works both ways, from this	STRING

Hallucination Indicators6 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL	tests/test_reconnect.py	35	screen.selenium.execute_script('window.socket.io.engine.transport.onClose("transport close");') # drop connection	CODE
CRITICAL	tests/test_reconnect.py	53	screen.selenium.execute_script('window.socket.io.engine.transport.onClose("transport close");')	CODE
CRITICAL	nicegui/elements/drawer.py	57	page_container_index = self.client.layout.default_slot.children.index(self.client.page_container)	CODE
CRITICAL	nicegui/static/unocss/preset-mini.global.js	10	`?i=!0:u!=="\r"&&i&&(i=!1,a===l.start\|\|(this._splitChunk(l,a),l=l.next),l.prependRight(t))}a+=1}a=l.end,l=l.next}return	CODE
CRITICAL	nicegui/static/unocss/preset-wind4.global.js	10	`?i=!0:f!=="\r"&&i&&(i=!1,s===c.start\|\|(this._splitChunk(c,s),c=c.next),c.prependRight(t))}s+=1}s=c.end,c=c.next}return	CODE
CRITICAL	nicegui/static/unocss/preset-wind3.global.js	10	`?i=!0:u!=="\r"&&i&&(i=!1,s===l.start\|\|(this._splitChunk(l,s),l=l.next),l.prependRight(e))}s+=1}s=l.end,l=l.next}return	CODE

Excessive Try-Catch Wrapping50 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW	deploy.py	66	except Exception:	CODE
LOW	website/github_stars.py	21	except Exception:	CODE
MEDIUM	website/github_stars.py	14	def _fetch() -> None:	CODE
LOW	website/documentation/content/section_action_events.py	262	except Exception as e: # HIDE	STRING
LOW	website/documentation/content/event_documentation.py	49	except Exception as e:	STRING
LOW	website/documentation/content/log_documentation.py	36	except Exception:	STRING
LOW	tests/test_event.py	112	except Exception:	CODE
MEDIUM	tests/test_event.py	109	def click():	CODE
LOW	nicegui/llms.md	1288	except Exception as e:	CODE
MEDIUM	nicegui/llms.md	1285	def safe_task():	CODE
LOW	nicegui/run.py	56	except Exception as e:	CODE
LOW	nicegui/event.py	142	except Exception as e:	CODE
LOW	nicegui/background_tasks.py	155	except Exception as e:	CODE
LOW	nicegui/background_tasks.py	175	except Exception:	CODE
LOW⚡	nicegui/events.py	477	except Exception as e:	CODE
LOW⚡	nicegui/events.py	486	except Exception as e:	CODE
LOW	nicegui/timer.py	101	except Exception as e:	CODE
LOW	nicegui/timer.py	114	except Exception as e:	CODE
LOW	nicegui/client.py	424	except Exception as e:	CODE
LOW	nicegui/client.py	497	except Exception:	CODE
LOW	nicegui/page.py	136	except Exception as e:	CODE
LOW	nicegui/page.py	172	except Exception as e:	CODE
LOW	nicegui/page.py	180	except Exception as e:	CODE
LOW	nicegui/slot.py	74	except Exception:	CODE
LOW	nicegui/core.py	55	except Exception:	CODE
LOW	nicegui/air.py	114	except Exception:	CODE
LOW	nicegui/air.py	226	except Exception:	CODE
LOW	nicegui/outbox.py	130	except Exception as e:	CODE
LOW	nicegui/outbox.py	134	except Exception as e:	CODE
LOW	nicegui/app/app.py	110	except Exception as e:	CODE
LOW	nicegui/native/native.py	151	except Exception:	CODE
LOW	nicegui/native/native_mode.py	125	except Exception:	STRING
LOW	nicegui/native/native_mode.py	155	except Exception:	STRING
LOW	nicegui/native/native_mode.py	213	except Exception: # pylint: disable=broad-except	STRING
LOW	nicegui/testing/screen.py	63	except Exception as e:	CODE
LOW	nicegui/testing/screen.py	93	except Exception as e:	CODE
LOW	nicegui/testing/screen_plugin.py	90	except Exception:	CODE
LOW	nicegui/elements/sub_pages.py	112	except Exception as e:	CODE
LOW	nicegui/elements/sub_pages.py	124	except Exception as e:	CODE
LOW	nicegui/persistence/redis_persistent_dict.py	45	except Exception:	CODE
LOW	nicegui/persistence/redis_persistent_dict.py	55	except Exception:	CODE
LOW	nicegui/persistence/redis_persistent_dict.py	72	except Exception:	CODE
MEDIUM	nicegui/persistence/redis_persistent_dict.py	59	def listen():	CODE
LOW	nicegui/persistence/file_persistent_dict.py	27	except Exception:	CODE
LOW	nicegui/persistence/file_persistent_dict.py	37	except Exception:	CODE
MEDIUM	nicegui/persistence/file_persistent_dict.py	19	def initialize(self) -> None:	CODE
MEDIUM	nicegui/persistence/file_persistent_dict.py	30	def initialize_sync(self) -> None:	CODE
LOW	nicegui/helpers/network.py	14	except Exception:	CODE
LOW	examples/google_one_tap_auth/main.py	62	except Exception:	STRING
LOW	examples/google_oauth2/main.py	65	except Exception:	CODE

Modern Structural Boilerplate54 hits · 52 pts

Severity	File	Line	Snippet	Context
LOW	main.py	83	def update_tree() -> None:	CODE
LOW	website/__init__.py	3	__all__ = [	CODE
LOW	website/search.py	89	def _update_highlight(self) -> None:	STRING
LOW	website/documentation/__init__.py	8	__all__ = [	CODE
LOW	website/documentation/content/__init__.py	4	__all__ = [	CODE
LOW	…bsite/documentation/content/line_plot_documentation.py	14	def update_line_plot() -> None:	CODE
LOW	…te/documentation/content/context_menu_documentation.py	21	def update_context_menu() -> None:	STRING
LOW	…te/documentation/content/context_menu_documentation.py	24	def update_menu(e: events.MouseEventArguments) -> None:	STRING
LOW	website/documentation/content/query_documentation.py	8	def set_background(color: str) -> None:	CODE
LOW	website/documentation/content/doc/__init__.py	16	__all__ = [	CODE
LOW	website/components/__init__.py	16	__all__ = [	CODE
LOW	nicegui/ui.py	152	__all__ = [	CODE
LOW	nicegui/__init__.py	12	__all__ = [	CODE
LOW	nicegui/props.py	67	def set_optional(self, key: str, value: Any) -> None:	STRING
LOW	nicegui/props.py	74	def set_bool(self, key: str, value: Any) -> None:	STRING
LOW	nicegui/binding.py	49	def _set_attribute(obj: object \| Mapping, name: tuple[str, ...], value: Any) -> None:	CODE
LOW	nicegui/outbox.py	58	def _set_enqueue_event(self) -> None:	CODE
LOW	nicegui/app/__init__.py	4	__all__ = [	CODE
LOW	nicegui/native/__init__.py	5	__all__ = [	CODE
LOW	nicegui/native/native.py	47	def set_always_on_top(self, on_top: bool) -> None:	CODE
LOW	nicegui/native/native.py	68	def set_title(self, title: str) -> None:	CODE
LOW	nicegui/native/native.py	86	def set_window_size(self, width: int, height: int) -> None:	CODE
LOW	nicegui/testing/__init__.py	13	__all__ = [	CODE
LOW	nicegui/elements/interactive_image.py	105	def _set_props(self, source: str \| Path \| PIL_Image) -> None:	CODE
LOW	nicegui/elements/interactive_image.py	162	def _set_props(self, source: str \| Path \| PIL_Image) -> None:	CODE
LOW	nicegui/elements/tree.py	63	def update_prop(name: str, value: Any) -> None:	CODE
LOW	nicegui/elements/code.py	48	def _update_copy_button(self) -> None:	CODE
LOW	nicegui/elements/sub_pages.py	148	def _set_match(self, match: RouteMatch \| None) -> None:	CODE
LOW	nicegui/elements/table.py	437	def update_rows(self, rows: list[dict], *, clear_selection: bool = True) -> None:	STRING
LOW	nicegui/elements/color_input.py	62	def _update_preview(self) -> None:	CODE
LOW	nicegui/elements/image.py	35	def _set_props(self, source: str \| Path \| PIL_Image) -> None:	CODE
LOW⚡	nicegui/elements/choice_element.py	40	def _update_values_and_labels(self) -> None:	CODE
LOW⚡	nicegui/elements/choice_element.py	44	def _update_options(self) -> None:	CODE
LOW	nicegui/elements/codemirror/__init__.py	6	__all__ = ['CodeMirror']	CODE
LOW	nicegui/elements/codemirror/codemirror.py	167	def _update_codepoints(self) -> None:	CODE
LOW	nicegui/elements/xterm/__init__.py	6	__all__ = ['Xterm']	CODE
LOW	nicegui/elements/json_editor/__init__.py	6	__all__ = ['JsonEditor']	CODE
LOW	nicegui/elements/echart/__init__.py	6	__all__ = ['EChart']	CODE
LOW	nicegui/elements/mixins/source_element.py	109	def _set_props(self, source: Any) -> None:	CODE
LOW	nicegui/elements/anywidget/__init__.py	3	__all__ = ['AnyWidget']	CODE
LOW	nicegui/elements/plotly/__init__.py	6	__all__ = ['Plotly']	CODE
LOW	nicegui/elements/leaflet/__init__.py	6	__all__ = ['Leaflet']	CODE
LOW	nicegui/elements/aggrid/aggrid.py	326	def set_module_source(url: str) -> None:	STRING
LOW	nicegui/elements/aggrid/__init__.py	6	__all__ = ['AgGrid']	CODE
LOW	nicegui/elements/mermaid/__init__.py	6	__all__ = ['Mermaid']	CODE
LOW	nicegui/elements/joystick/__init__.py	6	__all__ = ['Joystick']	CODE
LOW	nicegui/elements/scene/__init__.py	12	__all__ = ['Object3D', 'Scene', 'SceneCamera', 'SceneObject', 'SceneView']	CODE
LOW	nicegui/elements/sortable/__init__.py	3	__all__ = ['Sortable']	CODE
LOW	nicegui/json/__init__.py	17	__all__ = [	CODE
LOW	nicegui/persistence/__init__.py	6	__all__ = [	CODE
LOW	nicegui/functions/refreshable.py	170	def set_value(new_value: Any) -> None:	CODE
LOW	nicegui/helpers/__init__.py	17	__all__ = [	CODE
LOW	examples/ros2/ros2_ws/src/simulator/simulator/node.py	24	def update_pose(self) -> None:	CODE
LOW	examples/local_file_picker/local_file_picker.py	50	def update_grid(self) -> None:	CODE

Deep Nesting50 hits · 50 pts

Severity	File	Line	Context
LOW	website/header.py	67	CODE
LOW	website/search.py	61	CODE
LOW	website/search.py	62	CODE
LOW	website/documentation/rendering.py	10	CODE
LOW	website/documentation/reference.py	20	CODE
LOW	website/documentation/reference.py	58	CODE
LOW	website/documentation/windows.py	16	CODE
LOW	website/documentation/windows.py	43	CODE
LOW	website/documentation/content/section_foundations.py	151	CODE
LOW	website/documentation/content/menu_documentation.py	35	CODE
LOW	website/documentation/content/keyboard_documentation.py	7	CODE
LOW	website/documentation/content/keyboard_documentation.py	10	CODE
LOW	website/documentation/content/stepper_documentation.py	28	CODE
LOW	website/documentation/content/stepper_documentation.py	29	CODE
LOW	…site/documentation/content/slide_item_documentation.py	20	CODE
LOW	website/documentation/content/date_documentation.py	25	CODE
LOW	website/documentation/content/sortable_documentation.py	30	CODE
LOW	website/documentation/content/time_documentation.py	25	CODE
LOW	…te/documentation/content/section_styling_appearance.py	43	CODE
LOW	…te/documentation/content/section_styling_appearance.py	56	CODE
LOW	website/documentation/content/tabs_documentation.py	64	CODE
LOW	website/components/sponsors_section.py	14	CODE
LOW	website/components/footer_section.py	9	CODE
LOW	website/components/examples_section.py	10	CODE
LOW	website/components/demos_section.py	11	CODE
LOW	tests/test_keep_alive.py	92	CODE
LOW	tests/test_keep_alive.py	94	CODE
LOW	tests/test_select.py	112	CODE
LOW	tests/test_endpoint_docs.py	9	CODE
LOW	nicegui/element_filter.py	106	CODE
LOW	nicegui/timer.py	84	CODE
LOW	nicegui/page_arguments.py	68	CODE
LOW	nicegui/page.py	123	CODE
LOW	nicegui/page.py	139	CODE
LOW	nicegui/outbox.py	81	CODE
LOW	nicegui/native/native_mode.py	116	CODE
LOW	nicegui/native/native_mode.py	128	CODE
LOW	nicegui/testing/screen.py	138	CODE
LOW	nicegui/testing/screen.py	209	CODE
LOW	nicegui/testing/user_interaction.py	31	CODE
LOW	nicegui/testing/user_interaction.py	58	CODE
LOW	nicegui/testing/user_interaction.py	77	CODE
LOW	nicegui/testing/user_simulation.py	18	CODE
LOW	nicegui/testing/screen_plugin.py	101	CODE
LOW	nicegui/testing/general.py	34	CODE
LOW	nicegui/elements/select.py	95	CODE
LOW	nicegui/elements/select.py	148	CODE
LOW	nicegui/elements/echart/echart.py	111	CODE
LOW	examples/ros2/ros2_ws/src/gui/gui/node.py	15	CODE
LOW	examples/ros2/ros2_ws/src/gui/gui/node.py	24	CODE

AI Structural Patterns22 hits · 22 pts

Severity	File	Line	Context
LOW	nicegui/page.py	25	CODE
LOW	nicegui/ui_run.py	50	CODE
LOW	nicegui/ui_run_with.py	22	CODE
LOW	nicegui/app/app.py	332	CODE
LOW	nicegui/elements/timeline.py	34	CODE
LOW	nicegui/elements/upload.py	21	CODE
LOW	nicegui/elements/skeleton.py	10	CODE
LOW	nicegui/elements/chip.py	17	CODE
LOW	nicegui/elements/notification.py	32	CODE
LOW	nicegui/elements/rating.py	10	CODE
LOW	nicegui/elements/number.py	14	CODE
LOW	nicegui/elements/chat_message.py	13	CODE
LOW	nicegui/elements/button_dropdown.py	15	CODE
LOW	nicegui/elements/input.py	18	CODE
LOW	nicegui/elements/knob.py	12	CODE
LOW	nicegui/elements/table.py	30	CODE
LOW	nicegui/elements/select.py	17	CODE
LOW	nicegui/elements/colors.py	9	CODE
LOW	nicegui/elements/codemirror/codemirror.py	24	CODE
LOW	nicegui/elements/scene/scene.py	63	CODE
LOW	nicegui/elements/scene/scene.py	231	CODE
LOW	nicegui/elements/scene/scene_view.py	103	CODE

Fake / Example Data22 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	website/documentation/content/notify_documentation.py	27	'Lorem ipsum dolor sit amet, consectetur adipisicing elit. \n'	STRING
LOW	website/documentation/content/notify_documentation.py	27	'Lorem ipsum dolor sit amet, consectetur adipisicing elit. \n'	STRING
LOW	website/documentation/content/card_documentation.py	11	ui.label('Lorem ipsum dolor sit amet, consectetur adipiscing elit, ...')	CODE
LOW	website/documentation/content/card_documentation.py	11	ui.label('Lorem ipsum dolor sit amet, consectetur adipiscing elit, ...')	CODE
LOW	…te/documentation/content/section_binding_properties.py	50	i = ui.input(value='Lorem ipsum')	STRING
LOW	website/documentation/content/link_documentation.py	20	'A: Lorem ipsum dolor sit amet, consectetur adipiscing elit, '	STRING
LOW	website/documentation/content/link_documentation.py	20	'A: Lorem ipsum dolor sit amet, consectetur adipiscing elit, '	STRING
LOW	tests/test_input.py	15	ui.input('Your name', value='John Doe')	CODE
LOW	tests/test_input.py	21	assert element.get_attribute('value') == 'John Doe'	CODE
LOW⚡	tests/test_sub_pages_match_path.py	104	assert ui.sub_pages._match_path('/user/{id}', '/user/user@example.com') == {'id': 'user@example.com'}	CODE
LOW	nicegui/element_filter.py	123	element.props.get('placeholder'),	CODE
LOW	nicegui/elements/number.py	55	self._props.set_optional('placeholder', placeholder)	CODE
LOW	nicegui/elements/time_input.py	34	self._props.set_optional('placeholder', placeholder)	CODE
LOW	nicegui/elements/date_input.py	37	self._props.set_optional('placeholder', placeholder)	CODE
LOW	nicegui/elements/input.py	63	self._props.set_optional('placeholder', placeholder)	CODE
LOW	nicegui/elements/editor.py	29	self._props.set_optional('placeholder', placeholder)	CODE
LOW	nicegui/elements/color_input.py	42	self._props.set_optional('placeholder', placeholder)	CODE
LOW	nicegui/static/tailwindcss.min.js	10	`,r){o+=c.length;let m=o;o+=2+a.value.length+2;let g=o;a.dst=[e,m,g],o+=1}}else if(a.kind==="context"\|\|a.kind==="at-root	CODE
LOW	nicegui/static/tailwindcss.min.js	13	`);console.warn(k)}}),i.value=Z(s)}),o.utilities.functional(r.slice(0,-2),i=>{let s=structuredClone(t),a=i.value,d=i.mod	CODE
LOW	nicegui/static/unocss/preset-mini.global.js	10	`?i=!0:u!=="\r"&&i&&(i=!1,a===l.start\|\|(this._splitChunk(l,a),l=l.next),l.prependRight(t))}a+=1}a=l.end,l=l.next}return	CODE
LOW	nicegui/static/unocss/preset-wind4.global.js	10	`?i=!0:f!=="\r"&&i&&(i=!1,s===c.start\|\|(this._splitChunk(c,s),c=c.next),c.prependRight(t))}s+=1}s=c.end,c=c.next}return	CODE
LOW	nicegui/static/unocss/preset-wind3.global.js	10	`?i=!0:u!=="\r"&&i&&(i=!1,s===l.start\|\|(this._splitChunk(l,s),l=l.next),l.prependRight(e))}s+=1}s=l.end,l=l.next}return	CODE

AI Slop Vocabulary4 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	nicegui/elements/mermaid/package-lock.json	1817	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE
MEDIUM	nicegui/static/quasar.umd.prod.js	7	(()=>{var sv=Object.defineProperty;var jr=(e,t)=>{for(var o in t)sv(e,o,{get:t[o],enumerable:!0})};var{h:i,ref:T,compute	CODE
MEDIUM	nicegui/static/quasar.umd.prod.js	7	(()=>{var sv=Object.defineProperty;var jr=(e,t)=>{for(var o in t)sv(e,o,{get:t[o],enumerable:!0})};var{h:i,ref:T,compute	CODE
MEDIUM	examples/fullcalendar/lib/index.global.min.js	6	var FullCalendar=function(e){"use strict";var t,n,r,i,s,o,a,l,c,d={},u=[],h=/acit\|ex(?:s\|g\|n\|p\|$)\|rph\|grid\|ows\|mnc\|ntw\|i	CODE

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	docker-entrypoint.sh	7	# Check if the provided PUID and PGID are non-empty, numeric values; otherwise, assign default values.	COMMENT
LOW	docker-entrypoint.sh	14	# Check if the specified group with PGID exists, if not, create it.	COMMENT
LOW	.github/workflows/_verify.yml	16	# Check if the container is still running	COMMENT
LOW	.github/workflows/_verify.yml	23	# Check if the "Error" string is present in the container output	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/progress/main.py	28	# Create a queue to communicate with the heavy computation process	COMMENT
MEDIUM	examples/progress/main.py	33	# Create the UI	COMMENT

Slop Phrases3 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ite/documentation/content/page_layout_documentation.py	11	[`ui.right_drawer`](page_layout#reference_for_ui_right_drawer) you can add additional layout elements to a page.	CODE
MEDIUM	…ite/documentation/content/page_layout_documentation.py	22	With [`ui.page_scroller`](page_layout#reference_for_ui_page_scroller) you can add a scroll-to-top button to the page	CODE
LOW	examples/fullcalendar/lib/index.global.min.js	6	var FullCalendar=function(e){"use strict";var t,n,r,i,s,o,a,l,c,d={},u=[],h=/acit\|ex(?:s\|g\|n\|p\|$)\|rph\|grid\|ows\|mnc\|ntw\|i	CODE

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	website/documentation/content/page_documentation.py	101	See our [modularization example](https://github.com/zauberzeug/nicegui/blob/main/examples/modularization/api_router_	COMMENT
LOW	website/documentation/content/page_documentation.py	121	#	COMMENT
LOW	…bsite/documentation/content/sub_pages_documentation.py	321	# ui.sub_pages({	COMMENT
LOW	website/documentation/content/run_documentation.py	81	#	COMMENT
LOW	.claude/skills/release-notes/release-notes.sh	1	#!/usr/bin/env bash	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.claude/skills/release-notes/release-notes.sh	7	# Usage:	COMMENT

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	examples/ros2/ros2_ws/src/gui/gui/node.py	68	# NOTE: This function is defined as the ROS entry point in setup.py, but it's empty to enable NiceGUI auto-reloading	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/test_awaitable_response.py	13	def do_something() -> AwaitableResponse:	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings