browser-use/browser-use

30.9

Adjusted Score

30.9

Raw Score

100%

Time Factor

2026-07-13

Last Push

104.6K

Stars

Python

Language

138.6K

Lines of Code

453

Files

3.3K

Pattern Hits

2026-07-14

Scan Date

0.32

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 15HIGH 130MEDIUM 273LOW 2892

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 3310 distinct pattern matches across 24 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 Identifiers1311 hits · 1077 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/test_ai_step.py	10	async def test_execute_ai_step_basic():	CODE
LOW	tests/ci/test_ai_step.py	46	async def test_execute_ai_step_with_screenshot():	CODE
LOW	tests/ci/test_ai_step.py	95	async def test_execute_ai_step_error_handling():	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	19	def _fake_browser_harness_tools(tmp_path: Path, skill_text: str) -> Path:	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	48	def test_docs_install_browser_use_skill_from_package_alias():	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	59	def test_browser_use_cli_installs_browser_harness_package_skill(tmp_path):	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	96	def test_browser_use_cli_validates_destination_before_installing_harness(tmp_path):	CODE
LOW	tests/ci/test_screenshot_exclusion.py	20	def test_screenshot_excluded_with_use_vision_false():	CODE
LOW	tests/ci/test_screenshot_exclusion.py	34	def test_screenshot_excluded_with_use_vision_true():	CODE
LOW	tests/ci/test_screenshot_exclusion.py	48	def test_screenshot_included_with_use_vision_auto():	CODE
LOW	tests/ci/test_screenshot_exclusion.py	62	def test_screenshot_excluded_with_custom_tools_and_use_vision_false():	CODE
LOW	tests/ci/test_screenshot_exclusion.py	89	def test_screenshot_excluded_with_custom_tools_and_use_vision_true():	CODE
LOW	tests/ci/test_screenshot_exclusion.py	121	def test_screenshot_included_with_custom_tools_and_use_vision_auto():	CODE
LOW	tests/ci/test_screenshot_exclusion.py	143	def test_tools_exclude_action_method():	CODE
LOW	tests/ci/test_screenshot_exclusion.py	158	def test_exclude_action_prevents_re_registration():	CODE
LOW	tests/ci/test_action_record.py	65	async def test_start_stop_recording_produces_video(browser_session: BrowserSession, page_url: str, tmp_path: Path):	CODE
LOW	tests/ci/test_action_record.py	94	async def test_start_recording_twice_raises(browser_session: BrowserSession, tmp_path: Path):	CODE
LOW	tests/ci/test_action_record.py	106	async def test_stop_without_start_returns_none(browser_session: BrowserSession):	CODE
LOW	tests/ci/test_action_record.py	112	async def test_on_browser_connected_degrades_gracefully_when_recording_fails(	CODE
LOW	tests/ci/test_action_record.py	134	async def test_profile_record_video_dir_still_works(page_url: str, tmp_path: Path):	CODE
LOW⚡	tests/ci/test_event_bus_resilience.py	20	def _tear_down_like_agent_close(bus: EventBus) -> None:	CODE
LOW⚡	tests/ci/test_event_bus_resilience.py	26	def test_browser_session_uses_resilient_event_bus():	CODE
LOW⚡	tests/ci/test_event_bus_resilience.py	32	def test_resilient_event_bus_keeps_event_bus_name_prefix():	CODE
LOW⚡	tests/ci/test_event_bus_resilience.py	39	async def test_step_on_torn_down_bus_is_noop_not_assertion():	CODE
LOW	tests/ci/test_event_bus_resilience.py	52	async def test_torn_down_bus_still_restarts_on_dispatch():	CODE
LOW	tests/ci/test_event_bus_resilience.py	72	async def test_stock_event_bus_reproduces_the_crash():	CODE
LOW	tests/ci/test_variable_substitution.py	38	def test_substitute_single_variable(mock_llm):	CODE
LOW	tests/ci/test_variable_substitution.py	62	def test_substitute_multiple_variables(mock_llm):	CODE
LOW	tests/ci/test_variable_substitution.py	95	def test_substitute_partial_variables(mock_llm):	CODE
LOW	tests/ci/test_variable_substitution.py	121	def test_substitute_nonexistent_variable(mock_llm):	CODE
LOW	tests/ci/test_variable_substitution.py	145	def test_substitute_in_nested_dict(mock_llm):	CODE
LOW	tests/ci/test_variable_substitution.py	202	def test_substitute_preserves_original_history(mock_llm):	CODE
LOW	tests/ci/test_variable_substitution.py	227	def test_substitute_empty_variables(mock_llm):	CODE
LOW	tests/ci/test_variable_substitution.py	248	def test_substitute_same_value_multiple_times(mock_llm):	CODE
LOW	tests/ci/test_ax_name_matching.py	21	async def test_ax_name_matching_succeeds_when_hash_fails(httpserver):	CODE
LOW	tests/ci/test_ax_name_matching.py	157	async def test_ax_name_matching_requires_same_node_type(httpserver):	CODE
LOW	tests/ci/test_ax_name_matching.py	244	def test_match_level_enum_includes_ax_name():	CODE
LOW	tests/ci/test_ax_name_matching.py	251	async def test_ax_name_matching_before_attribute_matching(httpserver):	CODE
LOW	tests/ci/test_ax_name_matching.py	366	def test_is_menu_opener_step_detects_aria_haspopup():	CODE
LOW	tests/ci/test_ax_name_matching.py	408	def test_is_menu_opener_step_detects_guidewire_toggle():	CODE
LOW	tests/ci/test_ax_name_matching.py	450	def test_is_menu_opener_step_returns_false_for_regular_element():	CODE
LOW	tests/ci/test_ax_name_matching.py	492	def test_is_menu_item_element_detects_role_menuitem():	CODE
LOW	tests/ci/test_ax_name_matching.py	515	def test_is_menu_item_element_detects_guidewire_class():	CODE
LOW	tests/ci/test_ax_name_matching.py	538	def test_is_menu_item_element_returns_false_for_regular_element():	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	16	def test_short_content_single_chunk(self):	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	207	def test_start_from_char_past_end_returns_empty(self):	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	212	def test_start_from_char_zero_returns_all(self):	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	221	def test_overlap_lines_carry_context(self):	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	251	def test_single_oversized_block_allowed(self):	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	268	def test_large_table_produces_valid_chunks(self):	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	285	def test_table_without_thead_normalization(self):	CODE
LOW⚡	tests/ci/test_markdown_chunking.py	301	async def test_table_without_thead_normalized_via_serializer(self, browser_session, httpserver: HTTPServer):	CODE
LOW	tests/ci/test_markdown_chunking.py	31	def test_chunk_offsets_cover_full_content(self):	CODE
LOW	tests/ci/test_markdown_chunking.py	50	def test_splits_at_header_boundary(self):	CODE
LOW	tests/ci/test_markdown_chunking.py	67	def test_header_preferred_split_moves_header_to_next_chunk(self):	CODE
LOW	tests/ci/test_markdown_chunking.py	82	def test_header_preferred_split_doesnt_create_tiny_chunks(self):	CODE
LOW	tests/ci/test_markdown_chunking.py	100	def test_code_fence_not_split(self):	CODE
LOW	tests/ci/test_markdown_chunking.py	121	def test_table_not_split_mid_row(self):	CODE
LOW	tests/ci/test_markdown_chunking.py	139	def test_table_header_in_overlap_for_continuation(self):	CODE
LOW	tests/ci/test_markdown_chunking.py	155	def test_table_header_carried_across_three_plus_chunks(self):	CODE
1251 more matches not shown…

Excessive Try-Catch Wrapping631 hits · 564 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/evaluate_tasks.py	105	except Exception as browser_error:	CODE
LOW	tests/ci/evaluate_tasks.py	118	except Exception as agent_error:	CODE
LOW	tests/ci/evaluate_tasks.py	137	except Exception as llm_error:	CODE
LOW	tests/ci/evaluate_tasks.py	187	except Exception as e:	STRING
LOW	tests/ci/evaluate_tasks.py	191	except Exception:	STRING
LOW	tests/ci/evaluate_tasks.py	269	except Exception as e:	CODE
LOW	tests/ci/evaluate_tasks.py	356	except Exception as e:	CODE
LOW	tests/ci/interactions/test_dropdown_native.py	515	except Exception as e:	CODE
LOW	tests/ci/models/test_azure_responses_api.py	262	except Exception as e:	CODE
LOW	tests/ci/browser/test_true_cross_origin_click.py	133	except Exception as e:	STRING
LOW	tests/ci/browser/test_cdp_headers.py	74	except Exception:	CODE
LOW	tests/ci/browser/test_cdp_headers.py	120	except Exception:	CODE
LOW	tests/ci/browser/test_cdp_headers.py	164	except Exception:	CODE
LOW	tests/ci/browser/test_cross_origin_click.py	135	except Exception as e:	STRING
LOW	tests/ci/infrastructure/test_registry_validation.py	485	except Exception as e:	CODE
LOW	tests/ci/infrastructure/test_registry_validation.py	497	except Exception as e:	CODE
LOW	tests/ci/infrastructure/test_registry_validation.py	509	except Exception as e:	CODE
LOW	tests/ci/infrastructure/test_registry_validation.py	546	except Exception as e:	CODE
LOW	tests/ci/infrastructure/test_filesystem.py	210	except Exception:	CODE
LOW	tests/ci/infrastructure/test_filesystem.py	221	except Exception:	CODE
LOW⚡	…astructure/test_registry_action_parameter_injection.py	250	except Exception as e:	CODE
LOW	tests/scripts/test_frame_hierarchy.py	54	except Exception:	CODE
LOW	tests/scripts/test_frame_hierarchy.py	123	except Exception as e:	CODE
LOW	tests/scripts/test_frame_hierarchy.py	139	except Exception:	CODE
LOW	tests/scripts/test_frame_hierarchy.py	216	except Exception as e:	CODE
LOW	tests/scripts/test_frame_hierarchy.py	229	except Exception:	CODE
LOW	examples/ui/gradio_demo.py	77	except Exception as e:	CODE
MEDIUM	examples/features/add_image_context.py	103	print(f'Error loading sample images: {e}')	CODE
LOW⚡	examples/custom-functions/action_filters.py	70	except Exception:	CODE
LOW	examples/custom-functions/cua.py	52	except Exception as e:	CODE
LOW	examples/custom-functions/cua.py	174	except Exception as e:	CODE
MEDIUM	examples/custom-functions/cua.py	175	print(f'Error handling action {action}: {e}')	CODE
LOW	examples/custom-functions/cua.py	272	except Exception as e:	STRING
LOW	examples/custom-functions/cua.py	313	except Exception as e:	STRING
LOW	examples/custom-functions/file_upload.py	63	except Exception as e:	CODE
LOW	examples/custom-functions/parallel_agents.py	118	except Exception as e:	STRING
MEDIUM	examples/custom-functions/parallel_agents.py	119	print(f'Error creating subtasks: {e}')	STRING
LOW	examples/custom-functions/parallel_agents.py	186	except Exception as e:	CODE
LOW⚡	examples/custom-functions/parallel_agents.py	205	except Exception as e:	CODE
LOW⚡	examples/custom-functions/parallel_agents.py	214	except Exception as e:	CODE
LOW⚡	examples/custom-functions/parallel_agents.py	221	except Exception as e:	CODE
LOW	examples/custom-functions/parallel_agents.py	238	except Exception:	CODE
LOW	examples/models/oci_models.py	117	except Exception as e:	CODE
LOW	examples/models/oci_models.py	149	except Exception as e:	CODE
LOW	examples/models/oci_models.py	175	except Exception as e:	CODE
LOW	examples/models/oci_models.py	202	except Exception as e:	CODE
LOW	examples/models/oci_models.py	241	except Exception as e:	CODE
LOW	examples/models/aws.py	91	except Exception as e:	CODE
LOW	examples/models/langchain/chat.py	178	except Exception as e:	CODE
LOW	examples/models/langchain/chat.py	190	except Exception as e:	CODE
LOW	examples/integrations/gmail_2fa_integration.py	77	except Exception as e:	CODE
LOW	examples/integrations/gmail_2fa_integration.py	151	except Exception as e:	CODE
LOW	examples/integrations/gmail_2fa_integration.py	174	except Exception as e:	CODE
LOW⚡	examples/integrations/gmail_2fa_integration.py	264	except Exception as e:	CODE
LOW	examples/integrations/discord/discord_api.py	74	except Exception as e:	CODE
MEDIUM	examples/integrations/discord/discord_api.py	75	print(f'Error during bot startup: {e}')	CODE
LOW⚡	examples/integrations/discord/discord_api.py	89	except Exception as e:	CODE
MEDIUM⚡	examples/integrations/discord/discord_api.py	90	print(f'Error sending start message: {e}')	CODE
LOW⚡	examples/integrations/discord/discord_api.py	95	except Exception as e:	CODE
LOW⚡	examples/integrations/discord/discord_api.py	102	except Exception as e:	CODE
571 more matches not shown…

Cross-Language Confusion82 hits · 413 pts

Severity	File	Line	Snippet	Context
HIGH	tests/ci/test_beta_agent.py	1072	'arguments': {'cmd': 'sleep 60 && echo done', 'yield_time_ms': 250},	CODE
HIGH	tests/scripts/debug_iframe_scrolling.py	36	"evaluation_previous_goal": null,	STRING
HIGH⚡	browser_use/tools/service.py	233	while ((match = re.exec(fullText)) !== null) {	CODE
HIGH⚡	browser_use/tools/service.py	242	if (no.offset <= match.index && no.offset + no.length > match.index) {	CODE
HIGH⚡	browser_use/tools/service.py	247	matches.push({	CODE
HIGH	browser_use/tools/service.py	214	if (text && text.trim()) {	CODE
HIGH	browser_use/tools/service.py	215	nodeOffsets.push({offset: fullText.length, length: text.length, node: node});	CODE
HIGH	browser_use/tools/service.py	263	while (current && current !== document.body && current !== document) {	CODE
HIGH	browser_use/tools/service.py	267	else if (current.className && typeof current.className === 'string') {	CODE
HIGH	browser_use/tools/service.py	296	if (ATTRIBUTES && ATTRIBUTES.length > 0) {	CODE
HIGH	browser_use/tools/service.py	307	if (val !== null) {	CODE
HIGH	browser_use/tools/service.py	313	results.push(item);	CODE
HIGH	browser_use/tools/service.py	947	params={'expression': 'window.scrollY \|\| window.pageYOffset \|\| 0'}, session_id=cdp_session.session_id	CODE
HIGH	browser_use/tools/extraction/schema_utils.py	121	# so absent fields serialize as null, not an out-of-set value.	COMMENT
HIGH	browser_use/mcp/server.py	945	f'(function(){{ const el = document.querySelector({json.dumps(selector)}); return el ? el.outerHTML : null; }})()'	CODE
HIGH⚡	browser_use/browser/profile.py	1123	if (checkInitialized && initialized) {	CODE
HIGH	browser_use/browser/profile.py	1135	const result = await chrome.storage.local.get({{ settings: null }});	CODE
HIGH	browser_use/browser/profile.py	1146	if (checkInitialized && initialized) {{	CODE
HIGH	browser_use/browser/session.py	2899	const scrollX = window.pageXOffset \|\| document.documentElement.scrollLeft \|\| 0;	CODE
HIGH	browser_use/browser/session.py	2900	const scrollY = window.pageYOffset \|\| document.documentElement.scrollTop \|\| 0;	CODE
HIGH	browser_use/browser/session.py	3021	const scrollX = window.pageXOffset \|\| document.documentElement.scrollLeft \|\| 0;	CODE
HIGH	browser_use/browser/session.py	3022	const scrollY = window.pageYOffset \|\| document.documentElement.scrollTop \|\| 0;	CODE
HIGH⚡	browser_use/browser/demo_mode.py	53	panel: null,	CODE
HIGH⚡	browser_use/browser/demo_mode.py	54	list: null,	CODE
HIGH⚡	browser_use/browser/demo_mode.py	57	toggleButton: null,	CODE
HIGH	browser_use/browser/demo_mode.py	93	const host = document.body \|\| document.documentElement;	CODE
HIGH	browser_use/browser/demo_mode.py	102	if (document.body && node.parentNode !== document.body) {	CODE
HIGH	browser_use/browser/demo_mode.py	577	return saved ? Number(saved) : null;	CODE
HIGH	browser_use/browser/demo_mode.py	579	return null;	CODE
HIGH⚡	browser_use/browser/demo_mode.py	630	if (!detail) return null;	CODE
HIGH⚡	browser_use/browser/demo_mode.py	638	if (!entry.metadata \|\| typeof entry.metadata !== 'object') {	CODE
HIGH⚡	browser_use/browser/demo_mode.py	642	entry.timestamp = entry.timestamp \|\| new Date().toISOString();	CODE
HIGH⚡	browser_use/browser/demo_mode.py	649	state.messages.push(entry);	CODE
HIGH	browser_use/browser/demo_mode.py	717	if (id && expanded.has(id)) {	CODE
HIGH	browser_use/browser/demo_mode.py	760	frame = requestAnimationFrame(() => fn.apply(null, args));	CODE
HIGH	browser_use/browser/watchdogs/aboutblank_watchdog.py	203	const imgWidth = img.offsetWidth \|\| 300;	CODE
HIGH	browser_use/browser/watchdogs/aboutblank_watchdog.py	204	const imgHeight = img.offsetHeight \|\| 300;	CODE
HIGH	browser_use/browser/watchdogs/storage_state_watchdog.py	283	f' if (window.location && window.location.origin !== {json.dumps(origin_value)}) return;\n'	CODE
HIGH	browser_use/browser/watchdogs/storage_state_watchdog.py	299	f' if (window.location && window.location.origin !== {json.dumps(origin_value)}) return;\n'	CODE
HIGH	browser_use/browser/watchdogs/dom_watchdog.py	172	if (isImageUrl && loadingDuration > 3000) continue;	CODE
HIGH	browser_use/browser/watchdogs/dom_watchdog.py	174	pending.push({	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	635	if (assocLabel && (assocLabel === atPoint \|\| assocLabel.contains(atPoint))) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	641	if (!isClickable && target.tagName === 'INPUT') {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	643	for (let i = 0; i < 3 && ancestor; i++) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	653	if (!isClickable && target.tagName === 'LABEL') {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	654	if (target.htmlFor && atPoint.tagName === 'INPUT' && atPoint.id === target.htmlFor) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	658	if (!isClickable && atPoint.tagName === 'INPUT' && target.contains(atPoint)) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	1379	} else if (this.value !== undefined) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2020	if (this.value !== undefined) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2026	if (desc && desc.set) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2122	if (element._reactInternalFiber \|\| element._reactInternalInstance \|\| element.__reactInternalInstance) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2141	if (element.__vue__ \|\| element._vnode \|\| element.__vueParentComponent) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2254	const doc = this.contentDocument \|\| this.contentWindow.document;	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2256	const scrollElement = doc.documentElement \|\| doc.body;	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2271	return {{success: false, error: e.toString()}};	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2753	null,	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2919	return null;	STRING
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2924	if (currentDepth >= maxDepth) return null;	STRING
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	3449	})).filter(opt => opt.text \|\| opt.value);	STRING
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	3458	return null; // Not a dropdown element	STRING
22 more matches not shown…

Decorative Section Separators109 hits · 374 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	tests/ci/test_markdown_chunking.py	8	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	10	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	260	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	262	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	293	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	295	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	44	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	46	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	64	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	66	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	88	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	90	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	111	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	113	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	134	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	136	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	152	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	154	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	172	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	174	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	189	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	191	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	205	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	207	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	223	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	225	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	255	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	257	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	266	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	268	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	282	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	284	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	297	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	299	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	316	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	318	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	332	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	334	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	348	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	350	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	364	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	366	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	380	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_agent_planning.py	382	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_agent_planning.py	15	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_agent_planning.py	17	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	21	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	23	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	283	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	285	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	311	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	313	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	483	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_structured_extraction.py	485	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_action_blank_page.py	19	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_action_blank_page.py	21	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_action_blank_page.py	87	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/ci/test_action_blank_page.py	89	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_action_blank_page.py	111	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_action_blank_page.py	113	# ---------------------------------------------------------------------------	COMMENT
49 more matches not shown…

Self-Referential Comments102 hits · 319 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/ci/conftest.py	47	# Create a temporary directory for test config (but not for extensions)	COMMENT
MEDIUM	tests/ci/test_variable_substitution.py	149	# Create a more complex action with nested structure	COMMENT
MEDIUM	tests/ci/test_ax_name_matching.py	39	# Create a mock LLM for summary	COMMENT
MEDIUM	tests/ci/test_ax_name_matching.py	61	# Create an element with DIFFERENT hash/xpath but SAME ax_name as the real element	COMMENT
MEDIUM	tests/ci/test_file_system_docx.py	49	# Create an external DOCX file	COMMENT
MEDIUM	tests/ci/test_file_system_docx.py	111	# Create a corrupted DOCX file	COMMENT
MEDIUM⚡	tests/ci/test_markdown_extractor.py	62	# Create a JSON blob > 100 chars	COMMENT
MEDIUM	tests/ci/test_file_system_images.py	27	# Create an external image file	COMMENT
MEDIUM	tests/ci/test_file_system_images.py	51	# Create an external image file	COMMENT
MEDIUM	tests/ci/test_file_system_images.py	110	# Create a large image (2000x2000)	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	177	# Create a mock LLM for summary	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	209	# Create a step that originally had an error (using navigate action which doesn't require element matching)	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	259	# Create a mock LLM for summary (will be reached after the step succeeds)	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	291	# Create a step that originally had an error but uses navigate (which will work on rerun)	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	460	# Create a mock LLM for summary that returns partial success	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	599	# Create a mock LLM for summary	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	621	# Create an interacted element that matches the button on the page	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	746	# Create an interacted element	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	1075	# Create a mock LLM for summary	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	1097	# Create an element that matches the page	COMMENT
MEDIUM	tests/ci/test_rerun_ai_summary.py	1201	# Create an element that WON'T match (different identifiers)	COMMENT
MEDIUM⚡	tests/ci/test_fallback_llm.py	359	# Create a failing primary and succeeding fallback	COMMENT
MEDIUM	tests/ci/test_tools.py	115	# Define a custom action	COMMENT
MEDIUM	tests/ci/test_tools.py	274	# Create a temporary directory for the file system	COMMENT
MEDIUM	tests/ci/security/test_upload_file_containment.py	158	# Create a local managed file with a basename that collides with the	COMMENT
MEDIUM	tests/ci/security/test_domain_filtering.py	13	# Create a context config with a sample allowed domain	COMMENT
MEDIUM	tests/ci/security/test_domain_filtering.py	475	# Create a list of 100 domains	COMMENT
MEDIUM	tests/ci/security/test_domain_filtering.py	502	# Create a list with 100 domains (some with www, some without)	COMMENT
MEDIUM	tests/ci/security/test_domain_filtering.py	531	# Create a large allowlist	COMMENT
MEDIUM	tests/ci/security/test_sensitive_data.py	44	# Create a simple Pydantic model with sensitive data placeholders	COMMENT
MEDIUM	tests/ci/security/test_sensitive_data.py	77	# Create a simple Pydantic model with sensitive data placeholders	COMMENT
MEDIUM	tests/ci/browser/test_true_cross_origin_click.py	39	# Create main page with TRUE cross-origin iframe pointing to example.com	COMMENT
MEDIUM	tests/ci/browser/test_session_start.py	89	# # Create a new tab explicitly	COMMENT
MEDIUM	tests/ci/browser/test_session_start.py	152	# Create a reusable profile	COMMENT
MEDIUM	tests/ci/browser/test_session_start.py	188	# Create a reusable session with keep_alive	COMMENT
MEDIUM	tests/ci/browser/test_cross_origin_click.py	48	# Create main page with iframe pointing to our test server	STRING
MEDIUM	tests/ci/infrastructure/test_registry_validation.py	416	# Create a custom param model for select_cell_or_range	COMMENT
MEDIUM	tests/ci/infrastructure/test_registry_validation.py	425	# Define the function without using our registry - this will be a helper function	COMMENT
MEDIUM	tests/ci/infrastructure/test_registry_validation.py	515	# Create the model instance	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	611	# Create a large file	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	711	# Create a products CSV file	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	845	# Create a file to ensure directory has content	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	923	# Create a state with unknown file type	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	1220	# Create a notes file	COMMENT
MEDIUM⚡	…astructure/test_registry_action_parameter_injection.py	263	# Create a new tab	COMMENT
MEDIUM	…astructure/test_registry_action_parameter_injection.py	343	# Create a registry	COMMENT
MEDIUM	…astructure/test_registry_action_parameter_injection.py	370	# Create an instance with the simple_action	COMMENT
MEDIUM	tests/scripts/debug_iframe_scrolling.py	29	# Create the sequence of actions for the mock LLM	COMMENT
MEDIUM	tests/scripts/debug_iframe_scrolling.py	122	# Create an agent with the mock LLM	COMMENT
MEDIUM	tests/scripts/debug_iframe_scrolling.py	178	# Create the action model for navigation	COMMENT
MEDIUM⚡	examples/features/sensitive_data.py	22	# Define a single credential set that can be reused	COMMENT
MEDIUM	examples/custom-functions/action_filters.py	100	# Create the agent	COMMENT
MEDIUM	examples/custom-functions/file_upload.py	88	# Create the agent with file upload capability	COMMENT
MEDIUM	examples/custom-functions/parallel_agents.py	156	# Create a unique temp directory for this agent's browser data	COMMENT
MEDIUM	examples/custom-functions/parallel_agents.py	178	# Create a new browser session for each agent with the custom profile	COMMENT
MEDIUM	examples/models/oci_models.py	192	# Create a simple agent to test the model	COMMENT
MEDIUM	examples/models/langchain/example.py	23	# Create a LangChain model (OpenAI)	COMMENT
MEDIUM	examples/models/langchain/example.py	32	# Create a simple task	COMMENT
MEDIUM⚡	examples/cloud/01_basic_task.py	147	# Define a simple search task (using DuckDuckGo to avoid captchas)	COMMENT
MEDIUM	examples/getting_started/04_multi_step_task.py	35	# Define a multi-step task	COMMENT
42 more matches not shown…

Redundant / Tautological Comments169 hits · 229 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/test_ai_step.py	57	# Check if any message has image content	COMMENT
LOW	tests/ci/conftest.py	131	# Check if output_format is provided (2nd argument or in kwargs)	STRING
LOW	tests/ci/evaluate_tasks.py	72	# Check if Google API key is available for judge LLM	COMMENT
LOW	tests/ci/evaluate_tasks.py	205	# Set environment to reduce noise in subprocess	COMMENT
LOW	tests/ci/evaluate_tasks.py	325	# Output results for GitHub Actions	COMMENT
LOW	tests/ci/models/model_test_helper.py	104	# Check if SUCCESS appears in any step (indicating button was clicked)	STRING
LOW	tests/ci/browser/test_true_cross_origin_click.py	81	# Check if element is from cross-origin iframe (example.com)	STRING
LOW	tests/ci/browser/test_true_cross_origin_click.py	97	# Check if cross-origin iframe loaded	STRING
LOW	tests/ci/browser/test_screenshot.py	146	# Check if browser state has screenshot path	STRING
LOW	tests/ci/browser/test_dom_serializer.py	162	# Check if this is an iframe tag (not content inside iframe)	STRING
LOW	tests/ci/browser/test_dom_serializer.py	165	# Check if element has an ID attribute	STRING
LOW	tests/ci/browser/test_session_start.py	292	# Check if BrowserConnectedEvent was dispatched	COMMENT
LOW	tests/ci/browser/test_cross_origin_click.py	93	# Check if element is from iframe (identified by id attributes we set)	STRING
LOW	tests/ci/browser/test_cross_origin_click.py	106	# Check if iframe elements were found	STRING
LOW	tests/ci/infrastructure/test_filesystem.py	372	# Read file with invalid name - gets auto-sanitized to invalidname.md, but file doesn't exist	COMMENT
LOW	tests/scripts/test_frame_hierarchy.py	50	# Check if target has active sessions using the public API	COMMENT
LOW	tests/scripts/test_frame_hierarchy.py	177	# Check if this should be the main frame	COMMENT
LOW	tests/scripts/debug_iframe_scrolling.py	260	# Check if lower form fields appear after scroll	COMMENT
LOW⚡	examples/custom-functions/action_filters.py	78	# Check if it's a login page	COMMENT
LOW	examples/custom-functions/cua.py	340	# Check if OpenAI API key is available	STRING
LOW	examples/custom-functions/file_upload.py	49	# Check if it's a file input element	COMMENT
LOW	examples/custom-functions/parallel_agents.py	271	# Print results	COMMENT
LOW	examples/custom-functions/parallel_agents.py	287	# Check if Google API key is available	COMMENT
LOW	examples/custom-functions/parallel_agents.py	295	# Check if API key looks valid (Google API keys are typically 39 characters)	COMMENT
LOW	examples/sandbox/example.py	49	# Check if API keys are set	COMMENT
LOW	examples/cloud/01_basic_task.py	131	# Check if finished	COMMENT
LOW	.github/workflows/eval-on-pr.yml	48	# Check if trigger was was successful	COMMENT
LOW	browser_use/config.py	328	# Check if it's already in DB-style format	COMMENT
LOW	browser_use/config.py	332	# Check if the values are DB-style entries (have UUIDs as keys)	COMMENT
LOW	browser_use/logging_config.py	82	# Check if handlers are already set up	COMMENT
LOW⚡	browser_use/init_cmd.py	172	# Check if file already exists	COMMENT
LOW⚡	browser_use/init_cmd.py	182	# Write file	COMMENT
LOW	browser_use/init_cmd.py	354	# Write file	COMMENT
LOW	browser_use/__init__.py	30	# Check if the event loop is closed before calling the original	COMMENT
LOW	browser_use/observability.py	30	# Check if we're in debug mode	COMMENT
LOW	browser_use/utils.py	366	# Set flag to indicate we're waiting for input	COMMENT
LOW	browser_use/tools/service.py	560	# Check if it's specifically a RuntimeError about CDP client	COMMENT
LOW	browser_use/tools/service.py	732	# Check if result contains validation error (e.g., trying to click <select> or file input)	COMMENT
LOW	browser_use/tools/service.py	863	# Check if file is in available_file_paths (user-provided or downloaded files)	COMMENT
LOW	browser_use/tools/service.py	876	# Check if the file is actually managed by the FileSystem service	COMMENT
LOW	browser_use/tools/service.py	1717	# Check if the selection was successful	COMMENT
LOW	browser_use/tools/service.py	2259	# Check if this is a registered action	COMMENT
LOW	browser_use/tools/utils.py	52	# Check if hidden	COMMENT
LOW⚡	browser_use/tools/registry/service.py	108	# Check if this is a Type 1 pattern (first param is BaseModel)	COMMENT
LOW	browser_use/tools/registry/service.py	125	# Check if types are compatible (exact match, subclass, or generic list)	COMMENT
LOW	browser_use/tools/registry/service.py	210	# Check if required special param is None	COMMENT
LOW	browser_use/llm/browser_use/chat.py	179	# Check if this is a retryable error	COMMENT
LOW	browser_use/llm/anthropic/serializer.py	288	# Set cache to False for all messages except the last cached one	COMMENT
LOW⚡	browser_use/agent/service.py	699	# Check if we should restore from existing state first	COMMENT
LOW⚡	browser_use/agent/service.py	3219	# Check if this is a "Could not find matching element" error for a menu item	COMMENT
LOW⚡	browser_use/agent/service.py	3227	# Check if current step targets a menu item element	COMMENT
LOW	browser_use/agent/service.py	493	# Check if LLM is ChatAnthropic instance	COMMENT
LOW	browser_use/agent/service.py	498	# Check if model is a browser-use fine-tuned model (uses simplified prompts)	COMMENT
LOW	browser_use/agent/service.py	531	# Check if sensitive_data has domain-specific credentials	COMMENT
LOW	browser_use/agent/service.py	561	# Check if pattern is covered by an allowed domain	COMMENT
LOW	browser_use/agent/service.py	880	# Check if it's a MissingCookieException	COMMENT
LOW	browser_use/agent/service.py	1273	# Check if reconnection succeeded	COMMENT
LOW	browser_use/agent/service.py	1968	# Check if we can switch to a fallback LLM	COMMENT
LOW	browser_use/agent/service.py	1989	# Check if error is retryable (rate limit, auth errors, or server errors)	COMMENT
LOW	browser_use/agent/service.py	2003	# Check if we have a fallback LLM configured	COMMENT
109 more matches not shown…

Deep Nesting283 hits · 218 pts

Severity	File	Line	Context
LOW	tests/ci/test_ai_step.py	46	CODE
LOW	tests/ci/test_ai_step.py	50	CODE
LOW	tests/ci/test_beta_agent.py	116	CODE
LOW	tests/ci/evaluate_tasks.py	201	CODE
LOW	tests/ci/test_extract_images.py	202	CODE
LOW	tests/ci/test_extract_images.py	250	CODE
LOW	tests/ci/test_extract_images.py	222	CODE
LOW	tests/ci/test_extract_images.py	270	CODE
LOW	tests/ci/security/test_sensitive_data.py	276	CODE
LOW	tests/ci/security/test_sensitive_data.py	368	CODE
LOW	tests/ci/browser/test_true_cross_origin_click.py	32	CODE
LOW	tests/ci/browser/test_dom_serializer.py	76	CODE
LOW	tests/ci/browser/test_dom_serializer.py	267	CODE
LOW	tests/ci/browser/test_dom_serializer.py	347	CODE
LOW	tests/ci/browser/test_cdp_headers.py	131	CODE
LOW	tests/ci/browser/test_cross_origin_click.py	32	CODE
LOW	tests/scripts/test_frame_hierarchy.py	12	CODE
LOW	tests/scripts/debug_iframe_scrolling.py	24	CODE
LOW	tests/scripts/debug_iframe_scrolling.py	130	CODE
LOW	examples/features/rerun_history.py	58	CODE
LOW	examples/custom-functions/cua.py	38	CODE
LOW	examples/custom-functions/parallel_agents.py	35	CODE
LOW	examples/models/langchain/chat.py	35	CODE
LOW	examples/models/langchain/chat.py	100	CODE
LOW	examples/integrations/gmail_2fa_integration.py	80	CODE
LOW	examples/integrations/discord/discord_api.py	77	CODE
LOW	examples/integrations/slack/slack_api.py	48	CODE
LOW	examples/cloud/03_structured_output.py	175	CODE
LOW	examples/cloud/03_structured_output.py	325	CODE
LOW	examples/cloud/04_proxy_usage.py	284	CODE
LOW	examples/cloud/05_search_api.py	296	CODE
LOW	examples/apps/ad-use/ad_generator.py	184	CODE
LOW	examples/apps/news-use/news_monitor.py	66	CODE
LOW	examples/apps/news-use/news_monitor.py	251	CODE
LOW	examples/apps/news-use/news_monitor.py	118	CODE
LOW	examples/apps/msg-use/scheduler.py	44	CODE
LOW	examples/apps/msg-use/scheduler.py	175	CODE
LOW	browser_use/config.py	370	CODE
LOW	browser_use/logging_config.py	64	CODE
LOW	browser_use/logging_config.py	95	CODE
LOW	browser_use/init_cmd.py	217	CODE
LOW	browser_use/utils.py	59	CODE
LOW	browser_use/utils.py	417	CODE
LOW	browser_use/utils.py	443	CODE
LOW	browser_use/utils.py	522	CODE
LOW	browser_use/utils.py	624	CODE
LOW	browser_use/utils.py	639	CODE
LOW	browser_use/utils.py	418	CODE
LOW	browser_use/utils.py	446	CODE
LOW	browser_use/utils.py	420	CODE
LOW	browser_use/utils.py	448	CODE
LOW	browser_use/beta/service.py	915	CODE
LOW	browser_use/beta/service.py	1218	CODE
LOW	browser_use/beta/service.py	1581	CODE
LOW	browser_use/beta/service.py	1629	CODE
LOW	browser_use/beta/service.py	1693	CODE
LOW	browser_use/beta/service.py	2078	CODE
LOW	browser_use/beta/service.py	2161	CODE
LOW	browser_use/beta/service.py	2346	CODE
LOW	browser_use/beta/service.py	2450	CODE
223 more matches not shown…

Hallucination Indicators15 hits · 165 pts

Severity	File	Line	Snippet	Context
CRITICAL	browser_use/agent/service.py	2805	registered_action = self.tools.registry.registry.actions.get(action_name)	CODE
CRITICAL⚡	browser_use/browser/session_manager.py	506	await self.browser_session._cdp_client_root.send.Runtime.runIfWaitingForDebugger(session_id=session_id)	CODE
CRITICAL	browser_use/browser/session_manager.py	428	await self.browser_session._cdp_client_root.send.Target.setAutoAttach(	CODE
CRITICAL	browser_use/browser/session_manager.py	728	await self.browser_session._cdp_client_root.send.Target.activateTarget(params={'targetId': new_target_id})	CODE
CRITICAL	browser_use/browser/watchdogs/permissions_watchdog.py	37	await self.browser_session.cdp_client.send.Browser.grantPermissions(	CODE
CRITICAL⚡	browser_use/browser/watchdogs/popups_watchdog.py	56	await self.browser_session._cdp_client_root.send.Page.enable()	CODE
CRITICAL	browser_use/browser/watchdogs/popups_watchdog.py	91	self.browser_session._cdp_client_root.send.Page.handleJavaScriptDialog(	CODE
CRITICAL	browser_use/browser/watchdogs/popups_watchdog.py	111	self.browser_session._cdp_client_root.send.Page.handleJavaScriptDialog(	CODE
CRITICAL⚡	browser_use/browser/watchdogs/popups_watchdog.py	134	self.browser_session._cdp_client_root.register.Page.javascriptDialogOpening(handle_dialog) # type: ignore[arg-type	CODE
CRITICAL	browser_use/browser/watchdogs/recording_watchdog.py	83	self.browser_session.cdp_client.register.Page.screencastFrame(self.on_screencastFrame)	CODE
CRITICAL	browser_use/browser/watchdogs/recording_watchdog.py	111	await self.browser_session.cdp_client.send.Page.stopScreencast(session_id=session_id)	CODE
CRITICAL	browser_use/browser/watchdogs/recording_watchdog.py	150	await self.browser_session.cdp_client.send.Page.stopScreencast(session_id=self._current_session_id)	CODE
CRITICAL	browser_use/browser/watchdogs/recording_watchdog.py	211	await self.browser_session.cdp_client.send.Page.screencastFrameAck(	CODE
CRITICAL	browser_use/browser/watchdogs/har_recording_watchdog.py	178	version_info = await self.browser_session.cdp_client.send.Browser.getVersion()	CODE
CRITICAL	browser_use/browser/watchdogs/har_recording_watchdog.py	393	resp = await self_ref.browser_session.cdp_client.send.Network.getResponseBody(	CODE

Unused Imports179 hits · 164 pts

Severity	File	Line	Context
LOW	tests/ci/test_action_record.py	8	CODE
LOW	tests/ci/test_cdp_timeout.py	10	CODE
LOW	tests/ci/test_beta_agent.py	1	CODE
LOW	…sts/ci/security/test_download_filename_sanitization.py	21	CODE
LOW	tests/ci/security/test_upload_file_containment.py	18	CODE
LOW	examples/models/langchain/chat.py	13	CODE
LOW	scripts/sync_browser_harness_skill.py	1	CODE
LOW	browser_use/__init__.py	48	CODE
LOW	browser_use/__init__.py	49	CODE
LOW	browser_use/__init__.py	50	CODE
LOW	browser_use/__init__.py	50	CODE
LOW	browser_use/__init__.py	50	CODE
LOW	browser_use/__init__.py	51	CODE
LOW	browser_use/__init__.py	51	CODE
LOW	browser_use/__init__.py	52	CODE
LOW	browser_use/__init__.py	53	CODE
LOW	browser_use/__init__.py	54	CODE
LOW	browser_use/__init__.py	55	CODE
LOW	browser_use/__init__.py	56	CODE
LOW	browser_use/__init__.py	57	CODE
LOW	browser_use/__init__.py	58	CODE
LOW	browser_use/__init__.py	59	CODE
LOW	browser_use/__init__.py	60	CODE
LOW	browser_use/__init__.py	61	CODE
LOW	browser_use/__init__.py	62	CODE
LOW	browser_use/__init__.py	63	CODE
LOW	browser_use/__init__.py	64	CODE
LOW	browser_use/__init__.py	65	CODE
LOW	browser_use/__init__.py	66	CODE
LOW	browser_use/__init__.py	67	CODE
LOW	browser_use/__init__.py	67	CODE
LOW	browser_use/cli.py	3	CODE
LOW	browser_use/beta/service.py	1	CODE
LOW	browser_use/beta/__init__.py	3	CODE
LOW	browser_use/beta/__init__.py	7	CODE
LOW	browser_use/beta/__init__.py	7	CODE
LOW	browser_use/beta/__init__.py	7	CODE
LOW	browser_use/beta/__init__.py	10	CODE
LOW	browser_use/beta/__init__.py	10	CODE
LOW	browser_use/beta/__init__.py	11	CODE
LOW	browser_use/beta/__init__.py	12	CODE
LOW	browser_use/beta/__init__.py	13	CODE
LOW	browser_use/beta/__init__.py	14	CODE
LOW	browser_use/beta/__init__.py	15	CODE
LOW	browser_use/beta/__init__.py	16	CODE
LOW	browser_use/beta/__init__.py	17	CODE
LOW	browser_use/beta/__init__.py	18	CODE
LOW	browser_use/beta/__init__.py	19	CODE
LOW	browser_use/beta/__init__.py	20	CODE
LOW	browser_use/beta/__init__.py	21	CODE
LOW	browser_use/beta/__init__.py	22	CODE
LOW	browser_use/tools/extraction/__init__.py	1	CODE
LOW	browser_use/tools/extraction/__init__.py	2	CODE
LOW	browser_use/llm/models.py	34	CODE
LOW	browser_use/llm/__init__.py	10	CODE
LOW	browser_use/llm/__init__.py	11	CODE
LOW	browser_use/llm/__init__.py	11	CODE
LOW	browser_use/llm/__init__.py	11	CODE
LOW	browser_use/llm/__init__.py	11	CODE
LOW	browser_use/llm/__init__.py	17	CODE
119 more matches not shown…

Cross-File Repetition26 hits · 130 pts

Severity	File	Snippet	Context
HIGH	tests/ci/test_tools.py	create and provide a test http server that serves static content.	STRING
HIGH	tests/ci/interactions/test_dropdown_native.py	create and provide a test http server that serves static content.	STRING
HIGH	tests/ci/interactions/test_dropdown_aria_menus.py	create and provide a test http server that serves static content.	STRING
HIGH	tests/ci/infrastructure/test_registry_core.py	create and provide a test http server that serves static content.	STRING
HIGH	…astructure/test_registry_action_parameter_injection.py	create and provide a test http server that serves static content.	STRING
HIGH	tests/ci/test_tools.py	create and provide a browser instance with security disabled.	STRING
HIGH	tests/ci/interactions/test_dropdown_native.py	create and provide a browser instance with security disabled.	STRING
HIGH	tests/ci/interactions/test_dropdown_aria_menus.py	create and provide a browser instance with security disabled.	STRING
HIGH	examples/simple.py	setup: 1. get your api key from https://cloud.browser-use.com/new-api-key 2. set environment variable: export browser_us	STRING
HIGH	examples/features/judge_trace.py	setup: 1. get your api key from https://cloud.browser-use.com/new-api-key 2. set environment variable: export browser_us	STRING
HIGH	examples/models/bu_oss.py	setup: 1. get your api key from https://cloud.browser-use.com/new-api-key 2. set environment variable: export browser_us	STRING
HIGH	examples/getting_started/01_basic_search.py	setup: 1. get your api key from https://cloud.browser-use.com/new-api-key 2. set environment variable: export browser_us	STRING
HIGH	examples/features/multi_tab.py	simple try of the agent. @dev you need to add modelscope_api_key to your environment variables.	STRING
HIGH	examples/models/gpt-4.1.py	simple try of the agent. @dev you need to add modelscope_api_key to your environment variables.	STRING
HIGH	examples/models/gpt-5-mini.py	simple try of the agent. @dev you need to add modelscope_api_key to your environment variables.	STRING
HIGH	examples/models/openrouter.py	simple try of the agent. @dev you need to add modelscope_api_key to your environment variables.	STRING
HIGH	examples/models/novita.py	simple try of the agent. @dev you need to add modelscope_api_key to your environment variables.	STRING
HIGH	examples/models/modelscope_example.py	simple try of the agent. @dev you need to add modelscope_api_key to your environment variables.	STRING
HIGH	browser_use/llm/vercel/chat.py	invoke the aws bedrock model with the given messages. args: messages: list of chat messages output_format: optional pyda	STRING
HIGH	browser_use/llm/openrouter/chat.py	invoke the aws bedrock model with the given messages. args: messages: list of chat messages output_format: optional pyda	STRING
HIGH	browser_use/llm/google/chat.py	invoke the aws bedrock model with the given messages. args: messages: list of chat messages output_format: optional pyda	STRING
HIGH	browser_use/llm/openai/chat.py	invoke the aws bedrock model with the given messages. args: messages: list of chat messages output_format: optional pyda	STRING
HIGH	browser_use/llm/aws/chat_bedrock.py	invoke the aws bedrock model with the given messages. args: messages: list of chat messages output_format: optional pyda	STRING
HIGH	browser_use/llm/groq/serializer.py	serialize content for user messages (text and images allowed).	STRING
HIGH	browser_use/llm/openai/responses_serializer.py	serialize content for user messages (text and images allowed).	STRING
HIGH	browser_use/llm/openai/serializer.py	serialize content for user messages (text and images allowed).	STRING

Verbosity Indicators79 hits · 129 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/test_ax_name_matching.py	81	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_ax_name_matching.py	104	# Step 2: Click on element that has different hash/xpath but same ax_name	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	357	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	380	# Step 2: Click on element that won't be found (different identifiers)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	486	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	509	# Step 2: Click on element that won't exist on current page (different hash/attributes)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	636	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	659	# Step 2: Click login button (first click)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	682	# Step 3: Click login button AGAIN (redundant retry - same element, same action)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1112	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1135	# Step 2: Click button (needs element matching, should wait for elements)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1216	# Step 1: Navigate	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1234	# Step 2: Click non-matching element (will fail and retry)	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	299	# Step 1: Create external image	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	304	# Step 2: Read via FileSystem	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	310	# Step 3: Create ActionResult (simulating tools/service.py)	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	318	# Step 4: Process in MessageManager	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	328	# Step 5: Create message with AgentMessagePrompt	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	357	# Step 1: Create DOCX	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	364	# Step 2: Read it	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	367	# Step 3: Create ActionResult (simulating tools/service.py)	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	374	# Step 4: Process in MessageManager	COMMENT
LOW⚡	tests/ci/infrastructure/test_url_shortening.py	121	# Step 1: Input processing with URL shortening	COMMENT
LOW	tests/ci/infrastructure/test_url_shortening.py	134	# Step 2: Simulate agent output with shortened URL	COMMENT
LOW	tests/ci/infrastructure/test_url_shortening.py	149	# Step 3: Output processing with URL restoration (modifies agent_output in-place)	COMMENT
LOW⚡	examples/features/rerun_history.py	73	# Step 1: Run the agent and save history	COMMENT
LOW⚡	examples/features/rerun_history.py	80	# Step 2: Detect variables in the saved history	COMMENT
LOW	examples/features/rerun_history.py	91	# Step 3: Rerun the history with substituted values	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	208	# Step 1: Check and validate credentials	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	228	# Step 2: Initialize Gmail service and test authentication	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	242	# Step 3: Initialize tools with authenticated service	COMMENT
LOW⚡	examples/integrations/gmail_2fa_integration.py	256	# Step 4: Test Gmail functionality	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	278	# Step 5: Demonstrate 2FA code finding	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	292	# Step 6: Simulate complete login flow	COMMENT
LOW⚡	examples/browser/playwright_integration.py	314	# Step 1: Start Chrome with CDP debugging	COMMENT
LOW⚡	examples/browser/playwright_integration.py	318	# Step 2: Connect Playwright to the same Chrome instance	COMMENT
LOW⚡	examples/browser/playwright_integration.py	321	# Step 3: Create Browser-Use session connected to same Chrome	COMMENT
LOW⚡	examples/browser/playwright_integration.py	324	# Step 4: Create AI agent with our custom Playwright-powered tools	COMMENT
LOW⚡	examples/browser/playwright_integration.py	348	# Step 5: Run the agent - it will use both Browser-Use actions and our custom Playwright actions	STRING
LOW⚡	examples/use-cases/shopping.py	25	### Step 1: Navigate to the Website	COMMENT
LOW⚡	examples/use-cases/shopping.py	31	### Step 2: Add Items to the Basket	COMMENT
LOW	examples/use-cases/shopping.py	66	### Step 3: Handling Unavailable Items	COMMENT
LOW⚡	examples/use-cases/shopping.py	79	### Step 4: Adjusting for Minimum Order Requirement	COMMENT
LOW⚡	examples/use-cases/shopping.py	87	### Step 5: Select Delivery Window	COMMENT
LOW⚡	examples/use-cases/shopping.py	93	### Step 6: Checkout	COMMENT
LOW⚡	examples/use-cases/shopping.py	102	### Step 7: Confirm Order & Output Summary	COMMENT
LOW⚡	examples/cloud/01_basic_task.py	153	# Step 1: Create the task	COMMENT
LOW⚡	examples/cloud/01_basic_task.py	156	# Step 2: Wait for completion	COMMENT
LOW⚡	examples/cloud/01_basic_task.py	159	# Step 3: Display results	COMMENT
LOW⚡	browser_use/tools/registry/service.py	93	# Step 1: Validate no **kwargs in original function signature	COMMENT
LOW⚡	browser_use/tools/registry/service.py	102	# Step 2: Separate special and action parameters	COMMENT
LOW	browser_use/tools/registry/service.py	149	# Step 3: Create or validate param model	COMMENT
LOW	browser_use/tools/registry/service.py	168	# Step 4: Create normalized wrapper function	COMMENT
LOW⚡	browser_use/agent/service.py	1777	# Step 1: Remove well-formed <think>...</think>	COMMENT
LOW⚡	browser_use/agent/service.py	1779	# Step 2: If there's an unmatched closing tag </think>,	COMMENT
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1810	# Step 1: Focus the element using simple strategy	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1815	# Step 2: Check if this element requires direct value assignment (date/time inputs)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1828	# Step 3: Clear existing text if requested (only for regular inputs that support typing)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1834	# Step 4: Type the text character by character using proper human-like key events	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1913	# Step 2: Send char event (WITH text parameter) - this is crucial for text input	STRING
19 more matches not shown…

Structural Annotation Overuse79 hits · 128 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/test_ax_name_matching.py	81	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_ax_name_matching.py	104	# Step 2: Click on element that has different hash/xpath but same ax_name	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	357	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	380	# Step 2: Click on element that won't be found (different identifiers)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	486	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	509	# Step 2: Click on element that won't exist on current page (different hash/attributes)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	636	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	659	# Step 2: Click login button (first click)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	682	# Step 3: Click login button AGAIN (redundant retry - same element, same action)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1112	# Step 1: Navigate to test page	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1135	# Step 2: Click button (needs element matching, should wait for elements)	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1216	# Step 1: Navigate	COMMENT
LOW	tests/ci/test_rerun_ai_summary.py	1234	# Step 2: Click non-matching element (will fail and retry)	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	299	# Step 1: Create external image	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	304	# Step 2: Read via FileSystem	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	310	# Step 3: Create ActionResult (simulating tools/service.py)	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	318	# Step 4: Process in MessageManager	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	328	# Step 5: Create message with AgentMessagePrompt	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	357	# Step 1: Create DOCX	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	364	# Step 2: Read it	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	367	# Step 3: Create ActionResult (simulating tools/service.py)	COMMENT
LOW⚡	tests/ci/test_file_system_llm_integration.py	374	# Step 4: Process in MessageManager	COMMENT
LOW⚡	tests/ci/infrastructure/test_url_shortening.py	121	# Step 1: Input processing with URL shortening	COMMENT
LOW	tests/ci/infrastructure/test_url_shortening.py	134	# Step 2: Simulate agent output with shortened URL	COMMENT
LOW	tests/ci/infrastructure/test_url_shortening.py	149	# Step 3: Output processing with URL restoration (modifies agent_output in-place)	COMMENT
LOW⚡	examples/features/rerun_history.py	73	# Step 1: Run the agent and save history	COMMENT
LOW⚡	examples/features/rerun_history.py	80	# Step 2: Detect variables in the saved history	COMMENT
LOW	examples/features/rerun_history.py	91	# Step 3: Rerun the history with substituted values	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	208	# Step 1: Check and validate credentials	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	228	# Step 2: Initialize Gmail service and test authentication	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	242	# Step 3: Initialize tools with authenticated service	COMMENT
LOW⚡	examples/integrations/gmail_2fa_integration.py	256	# Step 4: Test Gmail functionality	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	278	# Step 5: Demonstrate 2FA code finding	COMMENT
LOW	examples/integrations/gmail_2fa_integration.py	292	# Step 6: Simulate complete login flow	COMMENT
LOW⚡	examples/browser/playwright_integration.py	314	# Step 1: Start Chrome with CDP debugging	COMMENT
LOW⚡	examples/browser/playwright_integration.py	318	# Step 2: Connect Playwright to the same Chrome instance	COMMENT
LOW⚡	examples/browser/playwright_integration.py	321	# Step 3: Create Browser-Use session connected to same Chrome	COMMENT
LOW⚡	examples/browser/playwright_integration.py	324	# Step 4: Create AI agent with our custom Playwright-powered tools	COMMENT
LOW⚡	examples/browser/playwright_integration.py	348	# Step 5: Run the agent - it will use both Browser-Use actions and our custom Playwright actions	STRING
LOW⚡	examples/use-cases/shopping.py	25	### Step 1: Navigate to the Website	COMMENT
LOW⚡	examples/use-cases/shopping.py	31	### Step 2: Add Items to the Basket	COMMENT
LOW	examples/use-cases/shopping.py	66	### Step 3: Handling Unavailable Items	COMMENT
LOW⚡	examples/use-cases/shopping.py	79	### Step 4: Adjusting for Minimum Order Requirement	COMMENT
LOW⚡	examples/use-cases/shopping.py	87	### Step 5: Select Delivery Window	COMMENT
LOW⚡	examples/use-cases/shopping.py	93	### Step 6: Checkout	COMMENT
LOW⚡	examples/use-cases/shopping.py	102	### Step 7: Confirm Order & Output Summary	COMMENT
LOW⚡	examples/cloud/01_basic_task.py	153	# Step 1: Create the task	COMMENT
LOW⚡	examples/cloud/01_basic_task.py	156	# Step 2: Wait for completion	COMMENT
LOW⚡	examples/cloud/01_basic_task.py	159	# Step 3: Display results	COMMENT
LOW⚡	browser_use/tools/registry/service.py	93	# Step 1: Validate no **kwargs in original function signature	COMMENT
LOW⚡	browser_use/tools/registry/service.py	102	# Step 2: Separate special and action parameters	COMMENT
LOW	browser_use/tools/registry/service.py	149	# Step 3: Create or validate param model	COMMENT
LOW	browser_use/tools/registry/service.py	168	# Step 4: Create normalized wrapper function	COMMENT
LOW⚡	browser_use/agent/service.py	1777	# Step 1: Remove well-formed <think>...</think>	COMMENT
LOW⚡	browser_use/agent/service.py	1779	# Step 2: If there's an unmatched closing tag </think>,	COMMENT
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1810	# Step 1: Focus the element using simple strategy	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1815	# Step 2: Check if this element requires direct value assignment (date/time inputs)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1828	# Step 3: Clear existing text if requested (only for regular inputs that support typing)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1834	# Step 4: Type the text character by character using proper human-like key events	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1913	# Step 2: Send char event (WITH text parameter) - this is crucial for text input	STRING
19 more matches not shown…

Modern Structural Boilerplate96 hits · 88 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/infrastructure/test_registry_validation.py	26	logger = logging.getLogger(__name__)	CODE
LOW	tests/ci/infrastructure/test_registry_core.py	36	logger = logging.getLogger(__name__)	CODE
LOW	examples/custom-functions/onepassword_2fa.py	18	logger = logging.getLogger(__name__)	CODE
LOW	examples/custom-functions/advanced_search.py	20	logger = logging.getLogger(__name__)	CODE
LOW	examples/custom-functions/file_upload.py	26	logger = logging.getLogger(__name__)	CODE
LOW	examples/integrations/agentmail/email_tools.py	19	logger = logging.getLogger(__name__)	CODE
LOW	examples/use-cases/extract_pdf_content.py	21	logger = logging.getLogger(__name__)	CODE
LOW⚡	browser_use/config.py	16	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/__init__.py	128	__all__ = [	CODE
LOW	browser_use/observability.py	21	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/cli.py	27	def _set_harness_client_env() -> None:	CODE
LOW	browser_use/utils.py	25	logger = logging.getLogger(__name__)	CODE
LOW⚡	browser_use/beta/service.py	4537	def _set_file_system(self, file_system_path: str \| None = None) -> None:	CODE
LOW⚡	browser_use/beta/service.py	4541	def _set_screenshot_service(self) -> None:	CODE
LOW⚡	browser_use/beta/service.py	4545	def _set_browser_use_version_and_source(self, source_override: str \| None = None) -> None:	CODE
LOW⚡	browser_use/beta/service.py	5557	def _setup_action_models(self) -> None:	CODE
LOW⚡	browser_use/beta/service.py	5561	def _setup_action_models_for_page(self, page_url: str \| None) -> None:	CODE
LOW⚡	browser_use/beta/service.py	5633	def _update_available_file_paths(self, downloads: list[str]) -> None:	CODE
LOW	browser_use/beta/service.py	89	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/beta/service.py	5585	async def _update_action_models_for_page(self, page_url: str) -> None:	CODE
LOW	browser_use/beta/__init__.py	54	__all__ = [	CODE
LOW	browser_use/tools/service.py	64	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/tools/service.py	2138	def set_coordinate_clicking(self, enabled: bool) -> None:	CODE
LOW	browser_use/tools/registry/service.py	30	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/tools/extraction/schema_utils.py	8	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/tools/extraction/__init__.py	4	__all__ = ['schema_dict_to_pydantic_model', 'ExtractionResult']	CODE
LOW	browser_use/llm/models.py	261	__all__ = [	CODE
LOW	browser_use/llm/__init__.py	134	__all__ = [	CODE
LOW	browser_use/llm/oci_raw/__init__.py	10	__all__ = ['ChatOCIRaw']	CODE
LOW	browser_use/llm/vercel/__init__.py	3	__all__ = ['ChatVercel']	CODE
LOW	browser_use/llm/google/__init__.py	3	__all__ = ['ChatGoogle']	CODE
LOW	browser_use/llm/tests/test_single_step.py	29	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/llm/tests/test_anthropic_cache.py	19	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/llm/groq/parser.py	9	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/llm/groq/chat.py	52	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/llm/browser_use/__init__.py	3	__all__ = ['ChatBrowserUse']	CODE
LOW	browser_use/llm/browser_use/chat.py	25	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/llm/aws/__init__.py	33	__all__ = [	CODE
LOW	browser_use/llm/litellm/__init__.py	3	__all__ = ['ChatLiteLLM']	CODE
LOW	browser_use/llm/litellm/chat.py	24	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/llm/mistral/__init__.py	5	__all__ = ['ChatMistral']	CODE
LOW	browser_use/llm/mistral/chat.py	20	logger = logging.getLogger(__name__)	CODE
LOW⚡	browser_use/agent/service.py	672	def _update_available_file_paths(self, downloads: list[str]) -> None:	CODE
LOW⚡	browser_use/agent/service.py	691	def _set_file_system(self, file_system_path: str \| None = None) -> None:	CODE
LOW⚡	browser_use/agent/service.py	730	def _set_screenshot_service(self) -> None:	CODE
LOW⚡	browser_use/agent/service.py	4005	async def _update_action_models_for_page(self, page_url: str) -> None:	CODE
LOW	browser_use/agent/service.py	86	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/agent/service.py	749	def _set_browser_use_version_and_source(self, source_override: str \| None = None) -> None:	CODE
LOW	browser_use/agent/service.py	772	def _setup_action_models(self) -> None:	CODE
LOW	browser_use/agent/service.py	1409	def _update_plan_from_model_output(self, model_output: AgentOutput) -> None:	CODE
LOW	browser_use/agent/service.py	1500	def _update_loop_detector_actions(self) -> None:	CODE
LOW	browser_use/agent/service.py	1519	def _update_loop_detector_page_state(self, browser_state_summary: BrowserStateSummary) -> None:	CODE
LOW	browser_use/agent/gif.py	17	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/agent/__init__.py	29	__all__ = [	CODE
LOW	browser_use/agent/judge.py	18	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/agent/views.py	32	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/agent/views.py	199	def _update_repetition_stats(self) -> None:	CODE
LOW	browser_use/agent/message_manager/service.py	35	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/agent/message_manager/service.py	553	def _set_message_with_type(self, message: BaseMessage, message_type: Literal['system', 'state']) -> None:	CODE
LOW	browser_use/agent/message_manager/utils.py	12	logger = logging.getLogger(__name__)	CODE
36 more matches not shown…

Docstring Block Structure12 hits · 60 pts

Severity	File	Line	Snippet	Context
HIGH	examples/features/add_image_context.py	21	Convert image file to base64 string. Args: image_path: Path to the image file Returns: Base64 encoded st	STRING
HIGH	browser_use/llm/models.py	95	Factory function to create LLM instances from string names with API keys from environment. Args: model_name: St	STRING
HIGH	browser_use/agent/service.py	794	Generate a clean slug from skill title for action names Converts title to lowercase, removes special characters, repl	STRING
HIGH	browser_use/browser/events.py	17	Safely parse environment variable timeout values with robust error handling. Args: env_var: Environment variable n	STRING
HIGH	browser_use/browser/session.py	1470	Get CDP session for a target from the event-driven pool. With autoAttach=True, sessions are created automatically by	STRING
HIGH	browser_use/browser/session.py	3851	Get a CDP client attached to the target containing the specified frame. Builds a unified frame hierarchy from all tar	STRING
HIGH	browser_use/browser/cloud/cloud.py	109	Stop a cloud browser session. Args: session_id: Session ID to stop. If None, uses current session. Returns:	STRING
HIGH	browser_use/sandbox/views.py	88	Parse SSE event from JSON string with proper type discrimination Args: event_json: JSON string from SSE stream	STRING
HIGH	browser_use/dom/markdown_extractor.py	30	Extract clean markdown from browser content using enhanced DOM tree. This unified function can extract markdown using	STRING
HIGH	browser_use/dom/serializer/html_serializer.py	249	Serialize element attributes to HTML attribute string. Args: attributes: Dictionary of attribute names to values	STRING
HIGH	browser_use/skills/service.py	168	Execute a skill with the provided parameters. Auto-initializes if not already initialized. Parameters are validated a	STRING
HIGH	browser_use/skills/utils.py	11	Convert a list of ParameterSchema to a pydantic model for structured output Args: parameters: List of parameter sche	STRING

AI Slop Vocabulary32 hits · 57 pts

Severity	File	Line	Snippet	Context
MEDIUM	.pre-commit-config.yaml	59	# best practices enforcement	COMMENT
LOW⚡	examples/custom-functions/action_filters.py	74	# Note: page_filter is not directly supported anymore, so we'll just use domains	COMMENT
MEDIUM	examples/browser/playwright_integration.py	271	# Use Playwright's robust element selection and text extraction	COMMENT
MEDIUM	examples/cloud/04_proxy_usage.py	285	"""Demonstrate comprehensive proxy usage."""	STRING
MEDIUM	examples/cloud/05_search_api.py	297	"""Demonstrate comprehensive Search API usage."""	STRING
LOW	browser_use/tools/registry/views.py	157	# browser-use code doesn't use this at all, we just pass it down to your actions for convenience	COMMENT
LOW	browser_use/llm/schema.py	122	# No $ref, just return the optimized object	COMMENT
MEDIUM	browser_use/agent/service.py	3596	# Level 4: ax_name (accessible name) match - robust for dynamic SPAs with menus	COMMENT
MEDIUM	browser_use/agent/service.py	2063	"""Log a comprehensive summary of the next action(s)"""	STRING
LOW⚡	browser_use/agent/views.py	518	# If there are no valid sensitive data entries, just return the original value	COMMENT
LOW	browser_use/agent/message_manager/service.py	168	# If we have fewer items than the limit, just return all items	COMMENT
LOW	browser_use/agent/message_manager/service.py	583	# If there are no valid sensitive data entries, just return the original value	COMMENT
LOW	browser_use/mcp/server.py	183	# If we can't get parent process info, just return None	COMMENT
LOW⚡	browser_use/mcp/client.py	518	# Object without properties - just return dict	COMMENT
LOW	browser_use/browser/session.py	3865	# If cross-origin iframes are disabled, just use the main session	COMMENT
MEDIUM	browser_use/browser/watchdogs/downloads_watchdog.py	778	# Download using JavaScript fetch to leverage browser cache	COMMENT
MEDIUM	browser_use/browser/watchdogs/downloads_watchdog.py	1340	# Download using JavaScript fetch to leverage browser cache	STRING
MEDIUM⚡	browser_use/browser/watchdogs/dom_watchdog.py	435	# Get comprehensive page info from CDP with timeout	STRING
MEDIUM	browser_use/browser/watchdogs/dom_watchdog.py	749	"""Get comprehensive page information using a single CDP call.	STRING
MEDIUM	…owser_use/browser/watchdogs/default_action_watchdog.py	1662	# Set the value using JavaScript with comprehensive event dispatching	COMMENT
MEDIUM	…owser_use/browser/watchdogs/default_action_watchdog.py	2073	# Execute JavaScript to trigger comprehensive event sequence	STRING
MEDIUM	…owser_use/browser/watchdogs/default_action_watchdog.py	3068	# Use more robust expansion: dispatch proper DOM events that trigger event listeners	STRING
MEDIUM	browser_use/sandbox/sandbox.py	305	# 4. Pickle parameters using cloudpickle for robust serialization	COMMENT
LOW	browser_use/dom/views.py	498	# just pass through shadow roots	COMMENT
MEDIUM	browser_use/dom/serializer/eval_serializer.py	12	# NOTE: Removed 'id' and 'class' to force more robust structural selectors	COMMENT
MEDIUM	browser_use/skills/browser_use.py	43	body = body.replace('# browser-harness', '# Browser Use', 1).replace('# Browser Harness', '# Browser Use', 1)	CODE
MEDIUM	browser_use/skills/browser_use.py	44	# Rebrand every mention except repo URLs (github.com/browser-use/browser-harness/...)	COMMENT
MEDIUM⚡	browser_use/actor/element.py	1082	"""Focus element using multiple strategies with robust fallbacks."""	STRING
MEDIUM	browser_use/actor/mouse.py	86	"""Scroll the page using robust CDP methods."""	STRING
MEDIUM	browser_use/actor/playground/playground.py	93	# Test element interactions with robust implementations	COMMENT
MEDIUM	browser_use/actor/playground/playground.py	102	# Click the link using robust click method	COMMENT
MEDIUM	browser_use/tokens/service.py	513	"""Log a comprehensive usage summary per model with colors and nice formatting"""	STRING

Fake / Example Data41 hits · 43 pts

Severity	File	Line	Snippet	Context
LOW⚡	tests/ci/test_variable_detection.py	110	attributes = {'name': 'first_name', 'placeholder': 'Enter your first name'}	CODE
LOW⚡	tests/ci/test_variable_detection.py	131	result = _detect_from_value_pattern('John Doe')	CODE
LOW⚡	tests/ci/test_variable_detection.py	152	attributes = {'name': 'billing_address', 'placeholder': 'Billing street address'}	CODE
LOW⚡	tests/ci/test_variable_detection.py	163	attributes = {'name': 'comment', 'placeholder': 'Enter your comment'}	CODE
LOW⚡	tests/ci/test_variable_detection.py	207	attributes = {'name': 'zip_code', 'placeholder': 'Zip or postal code'}	CODE
LOW⚡	tests/ci/test_action_blank_page.py	141	assert 'skeleton' in description.lower() or 'placeholder' in description.lower(), (	CODE
LOW⚡	tests/ci/test_action_blank_page.py	160	assert 'skeleton' not in description.lower() and 'placeholder' not in description.lower(), (	CODE
LOW⚡	tests/ci/test_fallback_llm.py	356	placeholder = create_mock_llm('placeholder')	CODE
LOW	tests/ci/test_fallback_llm.py	390	placeholder = create_mock_llm('placeholder')	CODE
LOW	tests/ci/test_fallback_llm.py	418	placeholder = create_mock_llm('placeholder')	CODE
LOW	tests/ci/security/test_sensitive_data.py	249	'google.com': {'email': 'user@example.com', 'password': 'google_pass'},	CODE
LOW⚡	examples/features/sensitive_data.py	23	company_credentials: dict[str, str] = {'telephone': '9123456789', 'email': 'user@example.com', 'name': 'John Doe'}	CODE
LOW⚡	examples/features/sensitive_data.py	23	company_credentials: dict[str, str] = {'telephone': '9123456789', 'email': 'user@example.com', 'name': 'John Doe'}	CODE
LOW⚡	examples/browser/playwright_integration.py	332	- Phone: "555-9876"	CODE
LOW	examples/use-cases/apply_to_job.py	30	"address": "123 Main St",	STRING
LOW	browser_use/llm/tests/test_single_step.py	141	'model_id': os.getenv('OCI_MODEL_ID', 'placeholder'),	CODE
LOW	browser_use/llm/tests/test_single_step.py	145	'compartment_id': os.getenv('OCI_COMPARTMENT_ID', 'placeholder'),	CODE
LOW	browser_use/agent/variable_detector.py	149	attributes.get('placeholder', ''),	CODE
LOW	browser_use/mcp/server.py	913	if element.attributes.get('placeholder'):	CODE
LOW	browser_use/mcp/server.py	914	elem_info['placeholder'] = element.attributes['placeholder']	CODE
LOW	browser_use/dom/service.py	109	subtree_root.attributes.get('placeholder', '')	CODE
LOW	browser_use/dom/utils.py	60	'placeholder',	CODE
LOW	browser_use/dom/views.py	27	'placeholder',	CODE
LOW	browser_use/dom/views.py	89	'placeholder',	CODE
LOW	browser_use/dom/views.py	610	for attr in ['value', 'aria-label', 'title', 'placeholder', 'alt']:	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1128	if 'placeholder' in include_attributes and 'placeholder' not in attributes_to_include:	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1131	attributes_to_include['placeholder'] = 'YYYY-MM-DD'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1133	attributes_to_include['placeholder'] = 'HH:MM'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1135	attributes_to_include['placeholder'] = 'YYYY-MM-DDTHH:MM'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1137	attributes_to_include['placeholder'] = 'YYYY-MM'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1139	attributes_to_include['placeholder'] = 'YYYY-W##'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1142	attributes_to_include['placeholder'] = '123-456-7890'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1162	attributes_to_include['placeholder'] = date_format	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1166	attributes_to_include['placeholder'] = 'mm/dd/yyyy'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1172	attributes_to_include['placeholder'] = date_format	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1175	attributes_to_include['placeholder'] = 'mm/dd/yyyy'	CODE
LOW	browser_use/dom/serializer/serializer.py	1238	protected_attrs = {'format', 'expected_format', 'placeholder', 'value', 'aria-label', 'title'}	CODE
LOW	browser_use/dom/serializer/serializer.py	1273	attrs_to_remove_if_text_matches = ['aria-label', 'placeholder', 'title']	CODE
LOW	browser_use/dom/serializer/eval_serializer.py	18	'placeholder',	CODE
LOW	skills/remote-browser/SKILL.md	117	browser-use input 5 "user@example.com" && browser-use input 6 "password" && browser-use click 7	CODE
LOW	skills/cloud/references/browser-api.md	74	await page.fill("#email", "user@example.com")	CODE

Magic Placeholder Names8 hits · 40 pts

Severity	File	Line	Snippet	Context
HIGH	examples/cloud/README.md	82	"api_key": "your_api_key"	CODE
HIGH	examples/apps/news-use/news_monitor.py	48	print(" Then run: export GEMINI_API_KEY='your-api-key-here'")	CODE
HIGH	examples/apps/msg-use/login.py	22	print("Please set it with: export GOOGLE_API_KEY='your-api-key-here'")	CODE
HIGH	browser_use/skills/README.md	15	service = SkillService(skill_ids=skill_ids, api_key='your-api-key')	CODE
HIGH	skills/open-source/references/integrations.md	29	"headers": { "x-browser-use-api-key": "your-api-key" }	CODE
HIGH	skills/open-source/references/integrations.md	42	"headers": { "x-browser-use-api-key": "your-api-key" }	CODE
HIGH	skills/open-source/references/integrations.md	55	"headers": { "x-browser-use-api-key": "your-api-key" }	CODE
HIGH	skills/cloud/references/browser-api.md	24	https://connect.browser-use.com/json/version?apiKey=YOUR_API_KEY	CODE

Modern AI Meta-Vocabulary8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	browser_use/browser/session_manager.py	58	# Focus recovery coordination - event-driven instead of polling	COMMENT
MEDIUM	browser_use/browser/session_manager.py	370	# Wait for recovery complete event (event-driven, not polling!)	COMMENT
MEDIUM	browser_use/browser/session_manager.py	821	# Use event-driven approach instead of polling for better performance	COMMENT
MEDIUM	browser_use/browser/session.py	807	# Launch local browser using event-driven approach	COMMENT
MEDIUM	browser_use/browser/session.py	1849	# Initialize event-driven session manager FIRST (before enabling autoAttach)	COMMENT
MEDIUM	browser_use/browser/session.py	1862	# This is the foundation of event-driven session management	COMMENT
MEDIUM	browser_use/browser/watchdog_base.py	180	# With event-driven sessions, Chrome will send detach/attach events	COMMENT
MEDIUM	skills/open-source/references/examples.md	173	# 5. Agent orchestrates using both	COMMENT

Over-Commented Block26 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	bin/lint.sh	1	#!/usr/bin/env bash	COMMENT
LOW	tests/ci/browser/test_session_start.py	61	# @pytest.mark.skip(reason="Race condition - DOMWatchdog tries to inject scripts into tab that's being closed")	COMMENT
LOW	tests/ci/browser/test_session_start.py	81		COMMENT
LOW	tests/ci/browser/test_session_start.py	341	# Both should complete successfully	COMMENT
LOW	tests/ci/browser/test_session_start.py	361	# ),	COMMENT
LOW	tests/ci/browser/test_session_start.py	381	# ),	COMMENT
LOW	tests/ci/browser/test_session_start.py	401	# assert browser_session._cdp_client_root is not None	COMMENT
LOW	tests/ci/browser/test_session_start.py	421	# assert browser_session._cdp_client_root is not None	COMMENT
LOW	…astructure/test_registry_action_parameter_injection.py	301	# # Add a highlight via JavaScript	COMMENT
LOW	…astructure/test_registry_action_parameter_injection.py	321	# # Call remove_highlights	COMMENT
LOW	examples/features/sensitive_data.py	21	# Advanced case: domain-specific credentials with reusable data	COMMENT
LOW	examples/models/cerebras_example.py	41		COMMENT
LOW	examples/apps/ad-use/ad_generator.py	221		COMMENT
LOW	.github/workflows/claude.yml	41		COMMENT
LOW	browser_use/tools/service.py	861	params: UploadFileAction, browser_session: BrowserSession, available_file_paths: list[str], file_system: FileSystem	COMMENT
LOW	browser_use/agent/views.py	641	# browser_config: BrowserConfig \| None = None,	COMMENT
LOW	browser_use/agent/message_manager/service.py	501	# Store state message text for history	COMMENT
LOW	browser_use/agent/message_manager/service.py	521	# # Extract content for logging	COMMENT
LOW	browser_use/browser/events.py	81	ax_node=None,	COMMENT
LOW	browser_use/browser/events.py	341	# class SetViewportEvent(BaseEvent):	COMMENT
LOW	browser_use/browser/events.py	661		COMMENT
LOW	browser_use/browser/profile.py	1041	# 'name': 'Consent-O-Matic',	COMMENT
LOW	browser_use/browser/session.py	1721	# self.event_bus.on(DialogCloseEvent, self._popups_watchdog.on_DialogCloseEvent)	COMMENT
LOW	browser_use/dom/serializer/clickable_elements.py	161	# if node.attributes:	COMMENT
LOW	browser_use/sync/service.py	101	pass	COMMENT
LOW	browser_use/sync/service.py	121	# for line in content.splitlines():	COMMENT

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	examples/features/rerun_history.py	129	# Display AI-generated summary (last result)	COMMENT
HIGH	examples/models/langchain/serializer.py	137	# as requested by the user	COMMENT

AI Structural Patterns15 hits · 12 pts

Severity	File	Line	Context
LOW	examples/use-cases/buy_groceries.py	53	CODE
LOW	examples/use-cases/phone_comparison.py	65	CODE
LOW	browser_use/beta/service.py	4229	CODE
LOW	browser_use/agent/service.py	135	CODE
LOW	browser_use/agent/gif.py	35	CODE
LOW	browser_use/agent/prompts.py	29	CODE
LOW	browser_use/agent/prompts.py	107	CODE
LOW	browser_use/agent/message_manager/service.py	107	CODE
LOW	browser_use/agent/message_manager/service.py	421	CODE
LOW	browser_use/browser/session.py	165	CODE
LOW	browser_use/browser/session.py	201	CODE
LOW	browser_use/browser/session.py	262	CODE
LOW	browser_use/browser/session.py	3333	CODE
LOW	browser_use/browser/session.py	3590	CODE
LOW	browser_use/sandbox/sandbox.py	215	CODE

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	bin/setup.sh	3	# Usage:	COMMENT
LOW	bin/lint.sh	3	# Usage:	COMMENT
LOW	bin/test.sh	3	# Usage:	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/use-cases/find_influencer_profiles.py	39	# you can also use other apis like exa, xAI, perplexity, etc.	COMMENT

Overly Generic Function Names1 hit · 0 pts

Severity	File	Line	Snippet	Context
LOW	browser_use/observability.py	113	def my_function(param1, param2):	STRING

Analysis Overview

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Severity Breakdown

Directory Score Breakdown

Pattern Findings