browser-use/browser-use

Pattern Findings

The scanner identified 3597 distinct pattern matches across 25 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. 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 configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Hyper-Verbose Identifiers1480 hits · 1242 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/test_redact_cascade.py	13	def test_cascade_substring_secret():	CODE
LOW⚡	tests/ci/test_redact_cascade.py	25	def test_multiple_overlapping_secrets():	CODE
LOW⚡	tests/ci/test_redact_cascade.py	32	def test_empty_secrets_returns_original():	CODE
LOW⚡	tests/ci/test_redact_cascade.py	37	def test_secret_value_matches_tag_syntax():	CODE
LOW⚡	tests/ci/test_redact_cascade.py	44	def test_multiple_occurrences():	CODE
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	21	def _fake_browser_harness_tools(tmp_path: Path, skill_text: str) -> Path:	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	50	def test_docs_install_browser_use_skill_from_package_alias():	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	71	def test_remote_browser_skill_uses_current_cli():	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	105	def test_browser_use_cli_installs_browser_harness_package_skill(tmp_path):	CODE
LOW	tests/ci/test_browser_use_skill_install_docs.py	160	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_actor_mouse_scroll_anchor.py	6	def test_explicit_zero_x_is_honored_as_left_edge():	CODE
LOW⚡	tests/ci/test_actor_mouse_scroll_anchor.py	12	def test_explicit_zero_y_is_honored_as_top_edge():	CODE
LOW⚡	tests/ci/test_actor_mouse_scroll_anchor.py	18	def test_both_unset_falls_back_to_viewport_center():	CODE
LOW⚡	tests/ci/test_actor_mouse_scroll_anchor.py	24	def test_positive_coordinates_are_passed_through():	CODE
LOW	tests/ci/test_anthropic_serialized_tool_input.py	37	async def test_tool_call_rendered_as_xml_in_string_field_is_recovered(httpserver):	CODE
LOW	tests/ci/test_anthropic_serialized_tool_input.py	54	async def test_tool_call_rendered_as_json_in_string_field_is_recovered(httpserver):	CODE
LOW	tests/ci/test_anthropic_serialized_tool_input.py	66	async def test_double_serialized_field_still_repaired(httpserver):	CODE
LOW	tests/ci/test_anthropic_serialized_tool_input.py	78	async def test_valid_tool_input_is_untouched(httpserver):	CODE
LOW	tests/ci/test_anthropic_serialized_tool_input.py	89	async def test_valid_tool_input_wins_over_conflicting_serialized_thinking(httpserver):	CODE
LOW	tests/ci/test_anthropic_serialized_tool_input.py	104	async def test_serialized_tool_call_outside_thinking_is_not_recovered(httpserver):	CODE
LOW	tests/ci/test_anthropic_serialized_tool_input.py	117	async def test_unrecoverable_tool_input_still_raises(httpserver):	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_profile_args.py	4	def test_get_args_keeps_default_order_when_ignoring_default_args(tmp_path):	CODE
LOW	tests/ci/test_profile_args.py	23	def test_get_args_keeps_default_order_with_default_ignored_args(tmp_path):	CODE
LOW	tests/ci/test_mcp_tool_annotations.py	50	async def test_read_only_tools_advertise_read_only_hint(server: BrowserUseServer) -> None:	CODE
LOW	tests/ci/test_mcp_tool_annotations.py	65	async def test_mutating_tools_never_advertise_read_only_hint(server: BrowserUseServer) -> None:	CODE
LOW	tests/ci/test_mcp_tool_annotations.py	77	async def test_unknown_tool_is_reported_as_mcp_error(server: BrowserUseServer) -> None:	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
1420 more matches not shown…

Excessive Try-Catch Wrapping640 hits · 565 pts

Severity	File	Line	Snippet	Context
MEDIUM	tests/ci/test_element_click_error.py	56	print(f'Error message: {error_message}')	CODE
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	266	except Exception:	CODE
LOW	tests/ci/infrastructure/test_filesystem.py	277	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	274	except Exception as e:	STRING
LOW	examples/custom-functions/cua.py	315	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
580 more matches not shown…

Empty Error Handlers112 hits · 560 pts

Severity	File	Line	Snippet	Context
HIGH	tests/ci/test_rerun_ai_summary.py	1265	except RuntimeError:	CODE
HIGH	tests/ci/evaluate_tasks.py	191	except Exception:	CODE
HIGH	tests/ci/integrations/test_anthropic_browser_use.py	220	except ProcessLookupError:	CODE
HIGH	tests/ci/integrations/test_anthropic_browser_use.py	251	except ProcessLookupError:	CODE
HIGH	tests/ci/browser/test_cdp_headers.py	74	except Exception:	CODE
HIGH	tests/ci/browser/test_cdp_headers.py	120	except Exception:	CODE
HIGH	tests/ci/browser/test_cdp_headers.py	164	except Exception:	CODE
HIGH	tests/ci/infrastructure/test_filesystem.py	266	except Exception:	CODE
HIGH	tests/ci/infrastructure/test_filesystem.py	277	except Exception:	CODE
HIGH	tests/scripts/test_frame_hierarchy.py	139	except Exception:	CODE
HIGH	tests/scripts/test_frame_hierarchy.py	229	except Exception:	CODE
HIGH	examples/models/bu_oss.py	28	except ImportError:	CODE
HIGH	examples/browser/playwright_integration.py	117	except Exception:	CODE
HIGH	examples/apps/msg-use/scheduler.py	113	except json.JSONDecodeError:	CODE
HIGH	browser_use/config.py	25	except Exception:	CODE
HIGH	browser_use/config.py	34	except Exception:	CODE
HIGH	browser_use/config.py	41	except Exception:	CODE
HIGH	browser_use/logging_config.py	77	except AttributeError:	CODE
HIGH	browser_use/logging_config.py	277	except Exception:	CODE
HIGH	browser_use/logging_config.py	269	except Exception:	CODE
HIGH	browser_use/cli.py	56	except Exception:	CODE
HIGH	browser_use/utils.py	724	except Exception:	CODE
HIGH	browser_use/utils.py	242	except Exception:	CODE
HIGH	browser_use/utils.py	415	except ValueError:	CODE
HIGH	browser_use/utils.py	878	except asyncio.CancelledError:	CODE
HIGH	browser_use/utils.py	446	except Exception:	CODE
HIGH	browser_use/beta/service.py	6796	except (TypeError, ValueError, AttributeError):	CODE
HIGH	browser_use/beta/service.py	5958	except InterruptedError:	CODE
HIGH	browser_use/tools/service.py	652	except Exception:	CODE
HIGH	browser_use/tools/registry/service.py	363	except Exception:	CODE
HIGH	browser_use/llm/__init__.py	130	except (AttributeError, ImportError):	CODE
HIGH	browser_use/llm/groq/parser.py	101	except json.JSONDecodeError:	CODE
HIGH	browser_use/llm/anthropic/chat.py	297	except json.JSONDecodeError:	CODE
HIGH	browser_use/llm/aws/chat_anthropic.py	254	except json.JSONDecodeError:	CODE
HIGH	browser_use/llm/aws/chat_bedrock.py	245	except json.JSONDecodeError:	CODE
HIGH	browser_use/llm/mistral/chat.py	141	except Exception:	CODE
HIGH	browser_use/agent/service.py	2266	except InterruptedError:	CODE
HIGH	browser_use/agent/service.py	2584	except InterruptedError:	CODE
HIGH	browser_use/agent/service.py	1278	except TimeoutError:	CODE
HIGH	browser_use/agent/service.py	3996	except Exception:	CODE
HIGH	browser_use/mcp/server.py	170	except (psutil.AccessDenied, psutil.NoSuchProcess):	CODE
HIGH	browser_use/mcp/controller.py	88	except asyncio.CancelledError:	CODE
HIGH	browser_use/mcp/client.py	187	except asyncio.CancelledError:	CODE
HIGH	browser_use/mcp/cli_mcp.py	171	except BrokenPipeError:	CODE
HIGH	browser_use/integrations/anthropic/browser_use.py	174	except Exception:	CODE
HIGH	browser_use/integrations/anthropic/browser_use.py	875	except Exception:	CODE
HIGH	browser_use/integrations/anthropic/browser_use.py	612	except Exception:	CODE
HIGH	browser_use/browser/profile.py	254	except Exception:	CODE
HIGH	browser_use/browser/profile.py	266	except Exception:	CODE
HIGH	browser_use/browser/session_manager.py	877	except asyncio.CancelledError:	CODE
HIGH	browser_use/browser/session.py	1565	except Exception:	CODE
HIGH	browser_use/browser/session.py	4027	except ValueError:	CODE
HIGH	browser_use/browser/session.py	1312	except Exception:	CODE
HIGH	browser_use/browser/session.py	2128	except Exception:	CODE
HIGH	browser_use/browser/session.py	2385	except Exception:	CODE
HIGH	browser_use/browser/session.py	3916	except Exception:	CODE
HIGH	browser_use/browser/session.py	851	except Exception:	CODE
HIGH	browser_use/browser/session.py	858	except Exception:	CODE
HIGH	browser_use/browser/watchdog_base.py	306	except Exception:	CODE
HIGH	browser_use/browser/watchdog_base.py	316	except Exception:	CODE
52 more matches not shown…

Cross-Language Confusion88 hits · 436 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/ci/browser/test_dom_listener_detection.py	38	element.addEventListener('click', () => undefined);	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	951	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	959	f'(function(){{ const el = document.querySelector({json.dumps(selector)}); return el ? el.outerHTML : null; }})()'	CODE
HIGH	browser_use/integrations/anthropic/browser_use.py	495	if (!r.width \|\| !r.height \|\| getComputedStyle(e).visibility === 'hidden')	STRING
HIGH⚡	browser_use/browser/profile.py	1135	if (checkInitialized && initialized) {	CODE
HIGH	browser_use/browser/profile.py	1147	const result = await chrome.storage.local.get({{ settings: null }});	CODE
HIGH	browser_use/browser/profile.py	1158	if (checkInitialized && initialized) {{	CODE
HIGH	browser_use/browser/session.py	2986	const scrollX = window.pageXOffset \|\| document.documentElement.scrollLeft \|\| 0;	CODE
HIGH	browser_use/browser/session.py	2987	const scrollY = window.pageYOffset \|\| document.documentElement.scrollTop \|\| 0;	CODE
HIGH	browser_use/browser/session.py	3108	const scrollX = window.pageXOffset \|\| document.documentElement.scrollLeft \|\| 0;	CODE
HIGH	browser_use/browser/session.py	3109	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	174	if (isImageUrl && loadingDuration > 3000) continue;	CODE
HIGH	browser_use/browser/watchdogs/dom_watchdog.py	176	pending.push({	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	636	if (assocLabel && (assocLabel === atPoint \|\| assocLabel.contains(atPoint))) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	642	if (!isClickable && target.tagName === 'INPUT') {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	644	for (let i = 0; i < 3 && ancestor; i++) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	654	if (!isClickable && target.tagName === 'LABEL') {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	655	if (target.htmlFor && atPoint.tagName === 'INPUT' && atPoint.id === target.htmlFor) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	659	if (!isClickable && atPoint.tagName === 'INPUT' && target.contains(atPoint)) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2044	if (this.value !== undefined) {	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2048	var desc = null;	CODE
HIGH⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2054	if (desc && desc.set) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	1384	} else if (this.value !== undefined) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	1398	if (this instanceof HTMLInputElement \|\| this instanceof HTMLTextAreaElement) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2154	if (element._reactInternalFiber \|\| element._reactInternalInstance \|\| element.__reactInternalInstance) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2173	if (element.__vue__ \|\| element._vnode \|\| element.__vueParentComponent) {	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2286	const doc = this.contentDocument \|\| this.contentWindow.document;	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2288	const scrollElement = doc.documentElement \|\| doc.body;	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2303	return {{success: false, error: e.toString()}};	CODE
HIGH	…owser_use/browser/watchdogs/default_action_watchdog.py	2794	null,	CODE
28 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	274	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	276	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	307	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/ci/test_markdown_chunking.py	309	# ---------------------------------------------------------------------------	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 · 318 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_element_click_error.py	28	# Create a mock browser session	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	56	# Create a simple Pydantic model with sensitive data placeholders	COMMENT
MEDIUM	tests/ci/security/test_sensitive_data.py	112	# 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	803	# Create a large file	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	903	# Create a products CSV file	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	1037	# Create a file to ensure directory has content	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	1115	# Create a state with unknown file type	COMMENT
MEDIUM	tests/ci/infrastructure/test_filesystem.py	1424	# 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/getting_started/04_multi_step_task.py	35	# Define a multi-step task	COMMENT
42 more matches not shown…

Redundant / Tautological Comments166 hits · 220 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	312	# 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	552	# 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	342	# 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	.github/workflows/eval-on-pr.yml	48	# Check if trigger was was successful	COMMENT
LOW	browser_use/config.py	329	# Check if it's already in DB-style format	COMMENT
LOW	browser_use/config.py	333	# 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	407	# 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	736	# Check if result contains validation error (e.g., trying to click <select> or file input)	COMMENT
LOW	browser_use/tools/service.py	867	# Check if file is in available_file_paths (user-provided or downloaded files)	COMMENT
LOW	browser_use/tools/service.py	880	# Check if the file is actually managed by the FileSystem service	COMMENT
LOW	browser_use/tools/service.py	1729	# Check if the selection was successful	COMMENT
LOW	browser_use/tools/service.py	2273	# 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	184	# Check if this is a retryable error	COMMENT
LOW	browser_use/llm/anthropic/serializer.py	298	# Set cache to False for all messages except the last cached one	COMMENT
LOW⚡	browser_use/agent/service.py	707	# Check if we should restore from existing state first	COMMENT
LOW⚡	browser_use/agent/service.py	3229	# Check if this is a "Could not find matching element" error for a menu item	COMMENT
LOW⚡	browser_use/agent/service.py	3237	# Check if current step targets a menu item element	COMMENT
LOW	browser_use/agent/service.py	496	# Check if LLM is ChatAnthropic instance	COMMENT
LOW	browser_use/agent/service.py	501	# Check if model is a browser-use fine-tuned model (uses simplified prompts)	COMMENT
LOW	browser_use/agent/service.py	534	# Check if sensitive_data has domain-specific credentials	COMMENT
LOW	browser_use/agent/service.py	564	# Check if pattern is covered by an allowed domain	COMMENT
LOW	browser_use/agent/service.py	888	# Check if it's a MissingCookieException	COMMENT
LOW	browser_use/agent/service.py	1281	# Check if reconnection succeeded	COMMENT
LOW	browser_use/agent/service.py	1976	# Check if we can switch to a fallback LLM	COMMENT
LOW	browser_use/agent/service.py	1997	# Check if error is retryable (rate limit, auth errors, or server errors)	COMMENT
LOW	browser_use/agent/service.py	2011	# Check if we have a fallback LLM configured	COMMENT
LOW	browser_use/agent/service.py	2166	# Check if agent failed	COMMENT
106 more matches not shown…

Deep Nesting280 hits · 211 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	311	CODE
LOW	tests/ci/security/test_sensitive_data.py	403	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/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	371	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	91	CODE
LOW	browser_use/utils.py	458	CODE
LOW	browser_use/utils.py	484	CODE
LOW	browser_use/utils.py	563	CODE
LOW	browser_use/utils.py	665	CODE
LOW	browser_use/utils.py	680	CODE
LOW	browser_use/utils.py	459	CODE
LOW	browser_use/utils.py	487	CODE
LOW	browser_use/utils.py	461	CODE
LOW	browser_use/utils.py	489	CODE
LOW	browser_use/beta/service.py	916	CODE
LOW	browser_use/beta/service.py	1219	CODE
LOW	browser_use/beta/service.py	1398	CODE
LOW	browser_use/beta/service.py	1590	CODE
LOW	browser_use/beta/service.py	1638	CODE
LOW	browser_use/beta/service.py	1702	CODE
LOW	browser_use/beta/service.py	2087	CODE
LOW	browser_use/beta/service.py	2170	CODE
LOW	browser_use/beta/service.py	2355	CODE
LOW	browser_use/beta/service.py	2459	CODE
LOW	browser_use/beta/service.py	2563	CODE
LOW	browser_use/beta/service.py	2743	CODE
LOW	browser_use/beta/service.py	2845	CODE
220 more matches not shown…

Unused Imports194 hits · 176 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	tests/ci/test_remote_download_complete_callback.py	18	CODE
LOW	…sts/ci/security/test_download_filename_sanitization.py	21	CODE
LOW	tests/ci/security/test_upload_file_containment.py	18	CODE
LOW	tests/ci/integrations/test_anthropic_browser_use.py	1	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	68	CODE
LOW	browser_use/__init__.py	69	CODE
LOW	browser_use/__init__.py	70	CODE
LOW	browser_use/__init__.py	71	CODE
LOW	browser_use/__init__.py	72	CODE
LOW	browser_use/__init__.py	73	CODE
LOW	browser_use/__init__.py	73	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
134 more matches not shown…

Hallucination Indicators15 hits · 165 pts

Severity	File	Line	Snippet	Context
CRITICAL	browser_use/agent/service.py	2815	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

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/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/orcarouter/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 Indicators70 hits · 108 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⚡	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	1785	# Step 1: Remove well-formed <think>...</think>	COMMENT
LOW⚡	browser_use/agent/service.py	1787	# Step 2: If there's an unmatched closing tag </think>,	COMMENT
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1834	# Step 1: Focus the element using simple strategy	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1839	# Step 2: Check if this element requires direct value assignment (date/time inputs)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1852	# Step 3: Clear existing text if requested (only for regular inputs that support typing)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1858	# Step 4: Type the text character by character using proper human-like key events	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1937	# Step 2: Send char event (WITH text parameter) - this is crucial for text input	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1947	# Step 3: Send keyUp event (NO text parameter)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2000	# Step 4: Trigger framework-aware DOM events after typing completion	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2005	# Step 5: Read back actual value for verification (skip for sensitive data)	STRING
10 more matches not shown…

Structural Annotation Overuse70 hits · 108 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⚡	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	1785	# Step 1: Remove well-formed <think>...</think>	COMMENT
LOW⚡	browser_use/agent/service.py	1787	# Step 2: If there's an unmatched closing tag </think>,	COMMENT
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1834	# Step 1: Focus the element using simple strategy	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1839	# Step 2: Check if this element requires direct value assignment (date/time inputs)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1852	# Step 3: Clear existing text if requested (only for regular inputs that support typing)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1858	# Step 4: Type the text character by character using proper human-like key events	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1937	# Step 2: Send char event (WITH text parameter) - this is crucial for text input	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	1947	# Step 3: Send keyUp event (NO text parameter)	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2000	# Step 4: Trigger framework-aware DOM events after typing completion	STRING
LOW⚡	…owser_use/browser/watchdogs/default_action_watchdog.py	2005	# Step 5: Read back actual value for verification (skip for sensitive data)	STRING
10 more matches not shown…

Modern Structural Boilerplate100 hits · 92 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	140	__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	26	logger = logging.getLogger(__name__)	CODE
LOW⚡	browser_use/beta/service.py	4547	def _set_file_system(self, file_system_path: str \| None = None) -> None:	CODE
LOW⚡	browser_use/beta/service.py	4551	def _set_screenshot_service(self) -> None:	CODE
LOW⚡	browser_use/beta/service.py	4555	def _set_browser_use_version_and_source(self, source_override: str \| None = None) -> None:	CODE
LOW⚡	browser_use/beta/service.py	5567	def _setup_action_models(self) -> None:	CODE
LOW⚡	browser_use/beta/service.py	5571	def _setup_action_models_for_page(self, page_url: str \| None) -> None:	CODE
LOW⚡	browser_use/beta/service.py	5643	def _update_available_file_paths(self, downloads: list[str]) -> None:	CODE
LOW	browser_use/beta/service.py	90	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/beta/service.py	5595	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	2152	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	259	__all__ = [	CODE
LOW	browser_use/llm/__init__.py	136	__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/ollama/chat.py	19	logger = logging.getLogger(__name__)	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	675	def _update_available_file_paths(self, downloads: list[str]) -> None:	CODE
LOW⚡	browser_use/agent/service.py	699	def _set_file_system(self, file_system_path: str \| None = None) -> None:	CODE
LOW⚡	browser_use/agent/service.py	738	def _set_screenshot_service(self) -> None:	CODE
LOW⚡	browser_use/agent/service.py	4024	async def _update_action_models_for_page(self, page_url: str) -> None:	CODE
LOW	browser_use/agent/service.py	87	logger = logging.getLogger(__name__)	CODE
LOW	browser_use/agent/service.py	757	def _set_browser_use_version_and_source(self, source_override: str \| None = None) -> None:	CODE
LOW	browser_use/agent/service.py	780	def _setup_action_models(self) -> None:	CODE
LOW	browser_use/agent/service.py	1417	def _update_plan_from_model_output(self, model_output: AgentOutput) -> None:	CODE
LOW	browser_use/agent/service.py	1508	def _update_loop_detector_actions(self) -> None:	CODE
LOW	browser_use/agent/service.py	1527	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	556	def _set_message_with_type(self, message: BaseMessage, message_type: Literal['system', 'state']) -> None:	CODE
40 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	90	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	802	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	1483	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	3939	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	150	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	250	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 Vocabulary30 hits · 55 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
LOW	browser_use/tools/registry/views.py	165	# 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	127	# No $ref, just return the optimized object	COMMENT
MEDIUM	browser_use/agent/service.py	3615	# Level 4: ax_name (accessible name) match - robust for dynamic SPAs with menus	COMMENT
MEDIUM	browser_use/agent/service.py	2071	"""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	171	# If we have fewer items than the limit, just return all items	COMMENT
LOW	browser_use/agent/message_manager/service.py	586	# If there are no valid sensitive data entries, just return the original value	COMMENT
LOW	browser_use/mcp/server.py	182	# If we can't get parent process info, just return None	COMMENT
LOW⚡	browser_use/mcp/client.py	526	# Object without properties - just return dict	COMMENT
LOW	browser_use/browser/session.py	3953	# If cross-origin iframes are disabled, just use the main session	COMMENT
MEDIUM	browser_use/browser/watchdogs/downloads_watchdog.py	798	# Download using JavaScript fetch to leverage browser cache	COMMENT
MEDIUM	browser_use/browser/watchdogs/downloads_watchdog.py	1360	# Download using JavaScript fetch to leverage browser cache	STRING
MEDIUM⚡	browser_use/browser/watchdogs/dom_watchdog.py	446	# Get comprehensive page info from CDP with timeout	STRING
MEDIUM	browser_use/browser/watchdogs/dom_watchdog.py	761	"""Get comprehensive page information using a single CDP call.	STRING
MEDIUM	…owser_use/browser/watchdogs/default_action_watchdog.py	1686	# Set the value using JavaScript with comprehensive event dispatching	COMMENT
MEDIUM	…owser_use/browser/watchdogs/default_action_watchdog.py	2105	# Execute JavaScript to trigger comprehensive event sequence	STRING
MEDIUM	…owser_use/browser/watchdogs/default_action_watchdog.py	3118	# 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	504	# 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	69	body = body.replace('# browser-harness', '# Browser Use', 1).replace('# Browser Harness', '# Browser Use', 1)	CODE
MEDIUM	browser_use/skills/browser_use.py	70	# Rebrand every mention except repo URLs (github.com/browser-use/browser-harness/...)	COMMENT
MEDIUM⚡	browser_use/actor/element.py	997	"""Focus element using multiple strategies with robust fallbacks."""	STRING
MEDIUM	browser_use/actor/mouse.py	129	"""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	516	"""Log a comprehensive usage summary per model with colors and nice formatting"""	STRING

Fake / Example Data38 hits · 39 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_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	284	'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	927	if element.attributes.get('placeholder'):	CODE
LOW	browser_use/mcp/server.py	928	elem_info['placeholder'] = element.attributes['placeholder']	CODE
LOW	browser_use/dom/service.py	119	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	616	for attr in ['value', 'aria-label', 'title', 'placeholder', 'alt']:	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1244	if 'placeholder' in include_attributes and 'placeholder' not in attributes_to_include:	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1247	attributes_to_include['placeholder'] = 'YYYY-MM-DD'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1249	attributes_to_include['placeholder'] = 'HH:MM'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1251	attributes_to_include['placeholder'] = 'YYYY-MM-DDTHH:MM'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1253	attributes_to_include['placeholder'] = 'YYYY-MM'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1255	attributes_to_include['placeholder'] = 'YYYY-W##'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1258	attributes_to_include['placeholder'] = '123-456-7890'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1278	attributes_to_include['placeholder'] = date_format	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1282	attributes_to_include['placeholder'] = 'mm/dd/yyyy'	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1288	attributes_to_include['placeholder'] = date_format	CODE
LOW⚡	browser_use/dom/serializer/serializer.py	1291	attributes_to_include['placeholder'] = 'mm/dd/yyyy'	CODE
LOW	browser_use/dom/serializer/serializer.py	1354	protected_attrs = {'format', 'expected_format', 'placeholder', 'value', 'aria-label', 'title'}	CODE
LOW	browser_use/dom/serializer/serializer.py	1389	attrs_to_remove_if_text_matches = ['aria-label', 'placeholder', 'title']	CODE
LOW	browser_use/dom/serializer/eval_serializer.py	18	'placeholder',	CODE
LOW	skills/cloud/references/browser-api.md	74	await page.fill("#email", "user@example.com")	CODE

Magic Placeholder Names7 hits · 35 pts

Severity	File	Line	Snippet	Context
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	148	"headers": { "x-browser-use-api-key": "your-api-key" }	CODE
HIGH	skills/open-source/references/integrations.md	161	"headers": { "x-browser-use-api-key": "your-api-key" }	CODE
HIGH	skills/open-source/references/integrations.md	174	"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

Over-Commented Block27 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	361	# Both should complete successfully	COMMENT
LOW	tests/ci/browser/test_session_start.py	381	# ),	COMMENT
LOW	tests/ci/browser/test_session_start.py	401	# ),	COMMENT
LOW	tests/ci/browser/test_session_start.py	421	# assert browser_session._cdp_client_root is not None	COMMENT
LOW	tests/ci/browser/test_session_start.py	441	# 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/publish.yml	121	# - name: Detect installed Playwright version	COMMENT
LOW	.github/workflows/claude.yml	41		COMMENT
LOW	browser_use/agent/views.py	641	# Args:	COMMENT
LOW	browser_use/agent/message_manager/service.py	521	# total_input_tokens += m.metadata.tokens	COMMENT
LOW	browser_use/browser/events.py	81	ax_node=None,	COMMENT
LOW	browser_use/browser/events.py	341	# TODO: add this and use the old BrowserProfile.viewport options to set it	COMMENT
LOW	browser_use/browser/events.py	661		COMMENT
LOW	browser_use/browser/profile.py	521	# storage_state is not supported in launch_persistent_context()	COMMENT
LOW	browser_use/browser/profile.py	1041	{	COMMENT
LOW	browser_use/browser/session.py	1781	# self.event_bus.on(TabCreatedEvent, self._popups_watchdog.on_TabCreatedEvent)	COMMENT
LOW	browser_use/dom/views.py	361		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

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	819	# Launch local browser using event-driven approach	COMMENT
MEDIUM	browser_use/browser/session.py	1910	# Initialize event-driven session manager FIRST (before enabling autoAttach)	COMMENT
MEDIUM	browser_use/browser/session.py	1923	# 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

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	4238	CODE
LOW	browser_use/agent/service.py	136	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	424	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	3421	CODE
LOW	browser_use/browser/session.py	3678	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 Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/ci/models/test_llm_openrouter.py	27	def handle_request(request: httpx.Request) -> httpx.Response:	CODE
LOW	browser_use/observability.py	113	def my_function(param1, param2):	STRING

Maintenance and Governance Review

Risk Review · v3

What These Metrics Mean

Pattern-Signal History

Severity Breakdown

Directory Score Breakdown

Pattern Findings