5.2

Adjusted Signal

5.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.4K

Stars

Swift

Language

310.5K

Lines of Code

1.7K

Files

1.5K

Pattern Hits

2026-10-31

Scan Date

0.02

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 18.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1318 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.4/100 · LOW

Are imports declared and package/API names verified? 92 finding(s).

Agent Over-Engineering Ratio 17.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1132 finding(s).

PR Review Velocity Impact 24.4/100 · LOW

Which changes need focused human review? 1483 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 2HIGH 27MEDIUM 49LOW 1405

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1483 distinct pattern matches across 17 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 Identifiers1053 hits · 983 pts

Severity	File	Line	Snippet	Context
LOW⚡	homebrew_tests.py	238	def test_latest_is_the_newest_release(self):	CODE
LOW⚡	homebrew_tests.py	244	def test_an_unknown_tag_is_reported(self):	CODE
LOW⚡	homebrew_tests.py	253	def test_a_run_of_another_workflow_is_refused(self):	CODE
LOW⚡	homebrew_tests.py	262	def test_a_malformed_run_is_refused(self):	CODE
LOW⚡	homebrew_tests.py	266	def test_pull_request_resolves_through_its_head(self):	CODE
LOW⚡	homebrew_tests.py	331	def test_an_artifact_redirect_without_a_location_is_reported(self):	CODE
LOW⚡	homebrew_tests.py	338	def test_artifacts_need_a_token(self):	CODE
LOW⚡	homebrew_tests.py	343	def test_an_exhausted_rate_limit_suggests_a_token(self):	CODE
LOW⚡	homebrew_tests.py	354	def test_token_prefers_the_environment(self):	CODE
LOW⚡	homebrew_tests.py	361	def test_token_falls_back_to_gh(self):	CODE
LOW⚡	homebrew_tests.py	371	def test_matching_formulae_pass(self):	CODE
LOW⚡	homebrew_tests.py	375	def test_a_tampered_formula_is_refused(self):	CODE
LOW⚡	homebrew_tests.py	381	def test_a_missing_formula_is_refused(self):	CODE
LOW⚡	homebrew_tests.py	389	def test_runner_paths_become_the_downloaded_assets(self):	CODE
LOW⚡	homebrew_tests.py	422	def test_a_release_facebook_fb_does_not_carry_is_refused(self):	CODE
LOW⚡	homebrew_tests.py	428	def test_a_stale_clone_of_facebook_fb_installs_nothing(self):	CODE
LOW⚡	homebrew_tests.py	434	def test_a_release_leaves_facebook_fb_installs_for_brew_to_upgrade(self):	CODE
LOW⚡	homebrew_tests.py	649	def test_cursor_stays_within_the_rows(self):	CODE
LOW⚡	homebrew_tests.py	657	def test_enter_installs_the_selected_build(self):	CODE
LOW⚡	homebrew_tests.py	662	def test_tab_switches_and_keeps_each_cursor(self):	CODE
LOW⚡	homebrew_tests.py	670	def test_an_uninstallable_build_explains_itself(self):	CODE
LOW⚡	homebrew_tests.py	676	def test_enter_on_an_empty_tab_does_nothing(self):	CODE
LOW	homebrew_tests.py	281	def test_a_short_sha_is_expanded_before_looking_up_runs(self):	CODE
LOW	homebrew_tests.py	295	def test_a_commit_without_a_passing_run_is_reported(self):	CODE
LOW	homebrew_tests.py	305	def test_anything_else_is_a_branch(self):	CODE
LOW	homebrew_tests.py	319	def test_artifact_redirect_is_followed_without_the_token(self):	CODE
LOW	homebrew_tests.py	401	def test_an_asset_the_build_lacks_is_reported(self):	CODE
LOW	homebrew_tests.py	411	def test_a_release_installs_from_facebook_fb_without_the_local_tap(self):	CODE
LOW	homebrew_tests.py	447	def test_a_release_replaces_local_builds_without_asking(self):	CODE
LOW	homebrew_tests.py	459	def test_a_ci_build_points_at_the_downloaded_assets(self):	CODE
LOW	homebrew_tests.py	471	def test_a_run_without_the_wheel_is_reported(self):	CODE
LOW	homebrew_tests.py	477	def test_replacing_a_facebook_fb_install_needs_confirmation(self):	CODE
LOW	homebrew_tests.py	493	def test_a_confirmed_replacement_removes_the_metapackage_too(self):	CODE
LOW	homebrew_tests.py	502	def test_yes_replaces_without_asking(self):	CODE
LOW	homebrew_tests.py	518	def test_replacing_an_earlier_local_build_does_not_ask(self):	CODE
LOW	homebrew_tests.py	528	def test_reports_each_formula_and_the_local_build(self):	CODE
LOW	homebrew_tests.py	547	def test_the_local_build_is_not_reported_for_a_stable_install(self):	CODE
LOW	homebrew_tests.py	557	def test_removes_local_builds_and_restores_the_stable_formula(self):	CODE
LOW	homebrew_tests.py	573	def test_ci_rows_say_why_a_run_cannot_be_installed(self):	CODE
LOW	homebrew_tests.py	602	def test_release_rows_offer_only_the_release_facebook_fb_carries(self):	CODE
LOW	homebrew_tests.py	618	def test_release_rows_skip_drafts_and_list_newest_first(self):	CODE
LOW	homebrew_tests.py	691	def test_errors_exit_nonzero_with_a_message(self):	CODE
LOW	idb/grpc/dap.py	131	async def read_next_dap_protocol_message(stream: StreamReader) -> bytes:	CODE
LOW	idb/grpc/xctrace.py	34	async def xctrace_drain_until_running(	CODE
LOW	idb/grpc/xctrace.py	66	def formatted_time_to_seconds(formatted_time: str \| None) -> float \| None:	CODE
LOW	idb/grpc/client.py	269	def _quiescence_event_from_grpc(	CODE
LOW	idb/grpc/client.py	298	def log_and_handle_exceptions(grpc_method_name: str): # pyre-ignore	CODE
LOW	idb/grpc/client.py	716	async def accessibility_wait_result(	CODE
LOW	idb/grpc/client.py	749	async def _accessibility_wait_result(	CODE
LOW	idb/grpc/client.py	1095	async def clear_delivered_notifications(self, bundle_id: str) -> None:	CODE
LOW	idb/grpc/client.py	1715	async def _handle_code_coverage_in_response(	CODE
LOW	idb/grpc/xctest.py	56	def extract_paths_from_xctestrun(path: str, logger: Logger \| None = None) -> list[str]:	CODE
LOW	idb/grpc/xctest.py	262	def save_activities_attachments(activity: TestActivity, path: str) -> None:	CODE
LOW	idb/grpc/xctest.py	275	def attachment_to_file_extension(attachment: TestAttachment) -> str:	CODE
LOW	idb/grpc/management.py	88	async def _check_domain_socket_is_bound(path: str) -> bool:	CODE
LOW	idb/grpc/target.py	81	def screen_dimensions_to_grpc(dimensions: ScreenDimensions) -> GrpcScreenDimensions:	CODE
LOW	idb/grpc/install.py	235	async def _generate_framework_chunks(	CODE
LOW	idb/grpc/install.py	265	def select_stream_compression(	CODE
LOW	idb/grpc/accessibility.py	18	def accessibility_info_to_grpc(	CODE
LOW	idb/grpc/tests/hid_tests.py	56	def test_hinge_rejects_invalid_angles(self) -> None:	CODE
993 more matches not shown…

Over-Commented Block200 hits · 182 pts

Severity	File	Line	Snippet	Context
LOW	project.yml	1	# @generated by the idb project.yml generator -- do not edit by hand.	COMMENT
LOW	build.sh	241	# skipped because no identity precedes it.	COMMENT
LOW	build.sh	921	# Resources/	COMMENT
LOW	…eworkBridge/SimulatorFrameworkBridge-Bridging-Header.h	1	/*	COMMENT
LOW	SimulatorFrameworkBridge/Runtime/AccessibilityRuntime.m	1	/*	COMMENT
LOW	…rFrameworkBridge/Runtime/Private/KeyedArchivePrivate.h	1	/*	COMMENT
LOW	…atorFrameworkBridge/Runtime/Private/AXRuntimePrivate.h	1	/*	COMMENT
LOW	…rkBridge/Runtime/Private/RunningBoardServicesPrivate.h	1	/*	COMMENT
LOW	…rameworkBridge/Runtime/Private/AXPTranslationPrivate.h	1	/*	COMMENT
LOW	…mulatorFrameworkBridge/Runtime/Private/PhotosPrivate.h	1	/*	COMMENT
LOW	SimulatorFrameworkBridge/Swift/LockScreenService.swift	101	}	COMMENT
LOW	…ulatorFrameworkBridge/Swift/AccessibilityService.swift	41	private let requestMaxNodes = BridgeAXWire.Request.maxNodes.rawValue	COMMENT
LOW	…ulatorFrameworkBridge/Swift/AccessibilityService.swift	61	// Reader-derived keys (below) are spelled in the reader's own namespace, not `XC_kAXXC*`, so the two	COMMENT
LOW	…ulatorFrameworkBridge/Swift/AccessibilityService.swift	121	// rather than about any one application.	COMMENT
LOW	…Tests/Tests/Unit/TestManager/ActivityRecordTests.swift	121	#expect(description.contains("Tap Login Button"), "Description must include the title.")	COMMENT
LOW	REPLTests/ReplRunTelemetryTests.swift	81	#expect(ReplRunStage.connect.rawValue == "connect")	COMMENT
LOW	idb/utils/contextlib.py	161	raise	COMMENT
LOW	idb/common/types.py	301		COMMENT
LOW	idb/common/types.py	321	# both cannot be sent. One factor is applied to both axes and the image is	COMMENT
LOW	FBControlCore/Management/Target.swift	81	// MARK: - Target Protocol	COMMENT
LOW	FBControlCore/Subprocess/HostSubprocess.swift	61	}	COMMENT
LOW	FBControlCore/Subprocess/SubprocessInput.swift	1	/*	COMMENT
LOW	FBControlCore/Subprocess/SubprocessInput.swift	21	///	COMMENT
LOW	FBControlCore/Subprocess/FileBackedOutput.swift	1	/*	COMMENT
LOW	…onLibTests/Tests/Unit/CompanionLibTransientTests.swift	41	#expect((request.testHostAppBundleID) == nil)	COMMENT
LOW	…onLibTests/Tests/Unit/CompanionLibTransientTests.swift	101	reportAttachments: true,	COMMENT
LOW	…orControl/SimulatorFrameworkBridge/AXBridgeError.swift	21	/// The guest could not bind the private frameworks it reads through, so it can serve no request. The	COMMENT
LOW	FBSimulatorControl/Framebuffer/Framebuffer.swift	41		COMMENT
LOW	FBSimulatorControl/HID/SimulatorHIDEvent.swift	201	/// contact into the opposite edge.	COMMENT
LOW	FBSimulatorControl/HID/SimulatorHIDTransport.swift	21	/// two-finger touch, button and keyboard — and, where a target needs both, the Indigo transport	COMMENT
LOW	FBSimulatorControl/HID/SimulatorIndigoHID.swift	121		COMMENT
LOW	FBSimulatorControl/HID/SimulatorDTUHIDConnection.swift	21		COMMENT
LOW	FBSimulatorControl/HID/SimulatorDTUHIDConnection.swift	61		COMMENT
LOW	FBSimulatorControl/HID/SimulatorDTUHIDConnection.swift	161		COMMENT
LOW	…SimulatorControl/Commands/SimulatorAudioCommands.swift	201	}	COMMENT
LOW	…torControl/Commands/SimulatorRuntimeToolCommands.swift	41		COMMENT
LOW	…torControl/Commands/SimulatorRuntimeToolCommands.swift	61	///	COMMENT
LOW	FBSimulatorBridgeProtocol/BridgeAXWire.swift	21	case frame = "XC_kAXXCAttributeFrame"	COMMENT
LOW	FBSimulatorBridgeProtocol/BridgeAXWire.swift	41	/// `XC_kAXXC*` attribute: the guest hit-tests inline while it walks, sparing the host a round trip per	COMMENT
LOW	FBSimulatorBridgeProtocol/BridgeAXWire.swift	121	/// remedy applies — while the envelope's `error` carries the detail. An unknown or absent kind	COMMENT
LOW	…ulatorBridgeProtocol/BridgeAXTranslatorAttribute.swift	1	/*	COMMENT
LOW	…ulatorBridgeProtocol/BridgeAXTranslatorAttribute.swift	181	/// A per-element identity, stable for as long as the element lives. No counterpart exists in the	COMMENT
LOW	FBSimulatorBridgeProtocol/BridgeAXClientType.swift	1	/*	COMMENT
LOW	FBSimulatorBridgeProtocol/BridgeAXTranslatorRole.swift	1	/*	COMMENT
LOW	…ts/Tests/Smoke/Support/ProvidedSimulatorTestCase.swift	21	/// A test case for tests that need a booted simulator but do not own one.	COMMENT
LOW	…nit/SimulatorFrameworkBridge/AXWireContractTests.swift	21	// MARK: - Node-attribute keys (the `_XCTD_fetchAttributes:` request/echo keys)	COMMENT
LOW	…trolTests/Tests/Unit/HID/SimulatorPurpleHIDTests.swift	101	let data = SimulatorPurpleHID().lockDeviceEvent()	COMMENT
LOW	…s/Tests/Unit/HID/SimulatorHIDEventRenderingTests.swift	181	#expect(touches.filter { $0.0 == .up }.count == 1)	COMMENT
LOW	…latorControlTests/Tests/Unit/XPC/XPCEncoderTests.swift	61	#expect(xpc_get_type(object) == XPC_TYPE_DICTIONARY)	COMMENT
LOW	Tools/SimScope/SimScopeRemote/SimScopeRemote.swift	121	///	COMMENT
LOW	Tools/SimScope/SimScopeProtocol/ControlSocket.swift	41	/// Support that came to 107 for an ordinary home directory, so addressing a second device could	COMMENT
LOW	Tools/SimScope/SimScopeProtocol/AgentProtocol.swift	41	case hitTest(point: CGPoint)	COMMENT
LOW	Tools/SimScope/SimScopeProtocol/AgentProtocol.swift	61	/// failure of working from screenshots.	COMMENT
LOW	Tools/SimScope/SimScope/AXTree.swift	41	/// structural containers (`Any`, unlabelled images, numeric-only types) provide nothing and are	COMMENT
LOW	Tools/SimScope/SimScope/AXTree.swift	61	///	COMMENT
LOW	Tools/SimScope/SimScope/AXTree.swift	81	/// Deliberately narrower than `blocked`. Most blocked elements are blocked for reasons that have	COMMENT
LOW	Tools/SimScope/SimScope/AXTree.swift	101	/// Not actionable for some reason other than occlusion — never a control, disabled, zero-sized.	COMMENT
LOW	Tools/SimScope/SimScope/AXTree.swift	421	}	COMMENT
LOW	Tools/SimScope/SimScope/AXTree.swift	561	/// Merge a freshly read tree into the one already on screen, keeping the object for every key that	COMMENT
LOW	Tools/SimScope/SimScope/DeviceWindowController.swift	121		COMMENT
140 more matches not shown…

Decorative Section Separators24 hits · 84 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	build.sh	54	# =============================================================================	COMMENT
MEDIUM⚡	build.sh	56	# =============================================================================	COMMENT
MEDIUM	build.sh	535	# =============================================================================	COMMENT
MEDIUM	build.sh	537	# =============================================================================	COMMENT
MEDIUM	build.sh	703	# =============================================================================	COMMENT
MEDIUM	build.sh	705	# =============================================================================	COMMENT
MEDIUM	build.sh	1126	# =============================================================================	COMMENT
MEDIUM	build.sh	1128	# =============================================================================	COMMENT
MEDIUM	build.sh	1224	# =============================================================================	COMMENT
MEDIUM	build.sh	1226	# =============================================================================	COMMENT
MEDIUM	build.sh	1304	# =============================================================================	COMMENT
MEDIUM	build.sh	1306	# =============================================================================	COMMENT
MEDIUM⚡	tests/build-test.sh	313	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/build-test.sh	315	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/build-test.sh	323	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/build-test.sh	325	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/build-test.sh	333	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	tests/build-test.sh	335	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/build-test.sh	486	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/build-test.sh	488	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/build-test.sh	527	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/build-test.sh	533	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/build-test.sh	565	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	tests/build-test.sh	567	# ---------------------------------------------------------------------------	COMMENT

Empty Error Handlers16 hits · 80 pts

Severity	File	Line	Snippet	Context
HIGH	idb/grpc/tests/xctrace_tests.py	165	except asyncio.CancelledError:	CODE
HIGH	idb/cli/main.py	116	except concurrent.futures.CancelledError:	CODE
HIGH	idb/cli/commands/accessibility.py	607	except asyncio.TimeoutError:	CODE
HIGH	idb/common/signal.py	43	except Exception:	CODE
HIGH	idb/common/companion_set.py	50	except OSError:	CODE
HIGH	idb/common/companion_set.py	54	except OSError:	CODE
HIGH	idb/common/companion_set.py	93	except OSError:	CODE
HIGH	idb/common/companion_set.py	98	except OSError:	CODE
HIGH	idb/common/tar.py	295	except FileExistsError:	CODE
HIGH	EndToEndTests/harness.py	208	except ProcessLookupError:	CODE
HIGH	EndToEndTests/harness.py	488	except asyncio.TimeoutError:	CODE
HIGH	EndToEndTests/harness.py	947	except OSError:	CODE
HIGH	EndToEndTests/harness.py	3022	except (BrokenPipeError, ConnectionResetError):	CODE
HIGH	EndToEndTests/harness.py	3328	except (OSError, asyncio.TimeoutError):	CODE
HIGH	EndToEndTests/harness.py	1208	except subprocess.TimeoutExpired:	CODE
HIGH	Benchmarks/install_bench.py	194	except OSError:	CODE

Unused Imports72 hits · 68 pts

Severity	File	Line	Context
LOW	homebrew.py	32	CODE
LOW	idb/grpc/port_forward.py	7	CODE
LOW	idb/grpc/hid.py	8	CODE
LOW	idb/grpc/hid.py	8	CODE
LOW	idb/grpc/tests/xctrace_tests.py	7	CODE
LOW	idb/grpc/tests/dap_tests.py	7	CODE
LOW	idb/grpc/tests/port_forward_tests.py	7	CODE
LOW	idb/grpc/tests/debugserver_tests.py	7	CODE
LOW	idb/grpc/tests/stream_test_support.py	7	CODE
LOW	idb/grpc/tests/wave9_management_tests.py	7	CODE
LOW	idb/grpc/tests/launch_tests.py	7	CODE
LOW	idb/grpc/tests/xctest_tests.py	7	CODE
LOW	idb/grpc/tests/install_tests.py	7	CODE
LOW	idb/grpc/tests/profile_tests.py	7	CODE
LOW	idb/grpc/tests/repl_contract_tests.py	7	CODE
LOW	idb/grpc/tests/file_tests.py	7	CODE
LOW	idb/utils/contextlib.py	262	CODE
LOW	idb/cli/command_tree.py	25	CODE
LOW	idb/cli/main.py	31	CODE
LOW	idb/cli/tests/wave9_contract_tests.py	7	CODE
LOW	idb/cli/tests/interactive_output_tests.py	7	CODE
LOW	idb/cli/tests/interactive_contract_tests.py	7	CODE
LOW	idb/cli/tests/wave9_output_tests.py	7	CODE
LOW	idb/cli/tests/command_tree_tests.py	14	CODE
LOW	idb/cli/tests/forward_tests.py	7	CODE
LOW	idb/cli/commands/forward.py	7	CODE
LOW	idb/common/plugin.py	8	CODE
LOW	idb/common/tests/wave9_lifecycle_tests.py	7	CODE
LOW	CI/test_plan_tests.py	6	CODE
LOW	CI/check_documentation_links.py	8	CODE
LOW	CI/check_documentation_links_tests.py	6	CODE
LOW	CI/dependency_lock.py	8	CODE
LOW	CI/provision_simulator.py	13	CODE
LOW	CI/library_package_tests.py	8	CODE
LOW	CI/test_plan.py	13	CODE
LOW	CI/end_to_end_shard.py	12	CODE
LOW	CI/binary_sizes.py	18	CODE
LOW	CI/dependency_lock_tests.py	6	CODE
LOW	CI/binary_sizes_tests.py	8	CODE
LOW	CI/generate_documentation.py	19	CODE
LOW	CI/library_package.py	34	CODE
LOW	CI/end_to_end_shard_tests.py	6	CODE
LOW	CI/xcframework_zips_tests.py	8	CODE
LOW	CI/xcframework_zips.py	29	CODE
LOW	CI/collect_diagnostics_tests.py	8	CODE
LOW	CI/generate_documentation_tests.py	8	CODE
LOW	CI/collect_diagnostics.py	11	CODE
LOW	CI/provision_simulator_tests.py	8	CODE
LOW	EndToEndTests/test_targets.py	8	CODE
LOW	EndToEndTests/documentation.py	30	CODE
LOW	EndToEndTests/harness.py	14	CODE
LOW	EndToEndTests/test_services.py	8	CODE
LOW	EndToEndTests/test_profile.py	8	CODE
LOW	EndToEndTests/test_applications.py	8	CODE
LOW	EndToEndTests/test_applications.py	21	CODE
LOW	EndToEndTests/test_recording.py	12	CODE
LOW	EndToEndTests/harness_tests.py	12	CODE
LOW	EndToEndTests/harness_tests.py	20	CODE
LOW	EndToEndTests/test_files.py	12	CODE
LOW	EndToEndTests/test_application_listing.py	8	CODE
12 more matches not shown…

AI Slop Vocabulary17 hits · 60 pts

Severity	File	Line	Snippet	Context
MEDIUM	…bTests/Tests/Unit/IDBCommandExecutorInstallTests.swift	95	#expect(harness.executor.storageManager.application.persistedBundleIDs == ["com.example.sample"])	COMMENT
MEDIUM	…bTests/Tests/Unit/IDBCommandExecutorInstallTests.swift	106	#expect(try await harness.target.application.installed(bundleID: "com.example.sample").bundle.path == artifact.path.	COMMENT
MEDIUM	…bTests/Tests/Unit/IDBCommandExecutorInstallTests.swift	117	#expect(try harness.executor.storageManager.xctest.testDescriptor(withID: "com.example.sampletests").url.lastPathCom	COMMENT
MEDIUM	…bTests/Tests/Unit/IDBCommandExecutorInstallTests.swift	161	#expect(artifact.path.deletingLastPathComponent().deletingLastPathComponent().standardizedFileURL.path == harness.ex	COMMENT
MEDIUM	CI/generate_documentation.py	614	# The harness stops a recorder that is too slow to produce its first frame,	COMMENT
MEDIUM⚡	CI/generate_documentation_tests.py	866	# The harness stops a recorder that is slow to produce frames, and the	STRING
MEDIUM⚡	EndToEndTests/harness_tests.py	1627	# this harness does not know says no more than no verdict.	COMMENT
MEDIUM	EndToEndTests/harness_tests.py	3125	# Start the harness deadline only after a descendant owns the outputs.	COMMENT
MEDIUM⚡	…sts/Unit/Management/DeviceNotificationQueueTests.swift	79	#expect(harness.events.isEmpty)	COMMENT
MEDIUM⚡	…sts/Unit/Management/DeviceNotificationQueueTests.swift	83	#expect(harness.events == [1, 2, 3])	COMMENT
MEDIUM⚡	…sts/Unit/Management/DeviceNotificationQueueTests.swift	84	#expect(harness.peakHandlers == 1)	COMMENT
MEDIUM	…sts/Unit/Management/DeviceNotificationQueueTests.swift	95	#expect(harness.events == [1, 2])	COMMENT
MEDIUM	…sts/Unit/Management/DeviceNotificationQueueTests.swift	96	#expect(harness.peakHandlers == 1)	COMMENT
MEDIUM⚡	…sts/Unit/Management/DeviceNotificationQueueTests.swift	130	#expect(harness.events.isEmpty)	COMMENT
MEDIUM⚡	…sts/Unit/Management/DeviceNotificationQueueTests.swift	134	#expect(harness.events == [1, 4])	COMMENT
MEDIUM⚡	…sts/Unit/Management/DeviceNotificationQueueTests.swift	135	#expect(harness.peakHandlers == 1)	COMMENT
MEDIUM	.github/workflows/ci.yml	183	# boot one itself, so this job is the harness that supplies it, named by	COMMENT

Cross-Language Confusion11 hits · 55 pts

Severity	File	Line	Snippet	Context
HIGH	idb/grpc/client.py	2064	await self.push(	CODE
HIGH	idb/grpc/tests/target_tests.py	190	for extended in [b"", b"{}", b'{"other": "value"}', b"[]", b'{"device": null}']:	CODE
HIGH	idb/grpc/tests/xctrace_tests.py	156	stream.push(XctraceRecordResponse(log=b"during\n"))	CODE
HIGH	idb/grpc/tests/file_tests.py	109	await client.push(	CODE
HIGH	idb/cli/tests/interactive_output_tests.py	392	'{"bundle_id": "id", "name": null, "architectures": null}\n',	CODE
HIGH	idb/cli/commands/file.py	281	return await client.push(	CODE
HIGH	idb/cli/commands/file.py	381	await client.push(	CODE
HIGH	idb/common/tests/wave9_state_tests.py	30	b'[{"udid": "alpha", "is_local": false, "pid": null, '	CODE
HIGH	idb/common/tests/wave9_state_tests.py	34	b'[{"udid": "alpha", "is_local": false, "pid": null, '	CODE
HIGH	idb/common/tests/wave9_state_tests.py	181	b'[{"udid": "unknown", "is_local": false, "pid": null, '	CODE
HIGH	EndToEndTests/test_demos.py	156	if shown.isHidden \|\| shown.alpha == 0 { return false }	CODE

Deep Nesting37 hits · 34 pts

Severity	File	Line	Context
LOW	homebrew.py	1032	CODE
LOW	homebrew.py	781	CODE
LOW	homebrew.py	839	CODE
LOW	idb/grpc/client.py	485	CODE
LOW	idb/grpc/client.py	1583	CODE
LOW	idb/grpc/profile.py	124	CODE
LOW	idb/grpc/hid.py	161	CODE
LOW	idb/grpc/xctest.py	56	CODE
LOW	idb/grpc/status_details.py	39	CODE
LOW	idb/grpc/management.py	164	CODE
LOW	idb/grpc/install.py	306	CODE
LOW	idb/grpc/tests/log_tests.py	135	CODE
LOW	idb/grpc/tests/xctrace_tests.py	85	CODE
LOW	idb/grpc/tests/port_forward_tests.py	156	CODE
LOW	idb/grpc/tests/launch_tests.py	171	CODE
LOW	idb/utils/contextlib.py	21	CODE
LOW	idb/utils/contextlib.py	191	CODE
LOW	idb/cli/tests/forward_tests.py	58	CODE
LOW	idb/cli/commands/file.py	141	CODE
LOW	idb/common/tests/tar_tests.py	62	CODE
LOW	idb/common/tests/wave9_state_tests.py	103	CODE
LOW	idb/common/tests/wave9_state_tests.py	452	CODE
LOW	CI/dependency_lock.py	59	CODE
LOW	CI/test_plan.py	133	CODE
LOW	CI/binary_sizes.py	228	CODE
LOW	CI/generate_documentation.py	505	CODE
LOW	EndToEndTests/harness.py	1443	CODE
LOW	EndToEndTests/harness.py	1868	CODE
LOW	EndToEndTests/harness.py	3079	CODE
LOW	EndToEndTests/test_services.py	69	CODE
LOW	EndToEndTests/test_services.py	174	CODE
LOW	EndToEndTests/harness_tests.py	1240	CODE
LOW	EndToEndTests/install_fixtures.py	240	CODE
LOW	EndToEndTests/documentation_tests.py	166	CODE
LOW	EndToEndTests/documentation_tests.py	565	CODE
LOW	Benchmarks/install_bench.py	309	CODE
LOW	Benchmarks/install_bench.py	751	CODE

Excessive Try-Catch Wrapping24 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	idb/grpc/client.py	426	except Exception as ex:	CODE
LOW	idb/grpc/management.py	68	except Exception:	CODE
LOW	idb/grpc/management.py	96	except Exception:	CODE
LOW	idb/cli/main.py	93	except Exception:	CODE
LOW	idb/common/logging.py	121	except Exception as ex:	CODE
LOW	idb/common/logging.py	154	except Exception as ex:	CODE
LOW	idb/common/signal.py	43	except Exception:	CODE
MEDIUM	idb/common/signal.py	40	def _close() -> None:	CODE
LOW⚡	idb/common/companion.py	103	except Exception as e:	CODE
LOW⚡	idb/common/companion.py	118	except Exception as e:	CODE
LOW	idb/common/companion.py	336	except Exception:	CODE
LOW	idb/common/companion.py	356	except Exception as e:	CODE
LOW	idb/common/plugin.py	31	except Exception:	CODE
LOW	idb/common/plugin.py	106	except Exception:	CODE
LOW	idb/common/plugin.py	118	except Exception:	CODE
LOW	idb/common/plugin.py	199	except Exception:	CODE
LOW	idb/common/plugin.py	219	except Exception:	CODE
LOW	idb/common/plugin.py	240	except Exception:	CODE
LOW	idb/common/plugin.py	291	except Exception:	CODE
MEDIUM	REPL/CLI/ReplRunner.swift	130	print("Error: \(error)")	CODE
MEDIUM	REPL/CLI/main.swift	149	print("Error: \(error)")	STRING
MEDIUM	REPL/CLI/ReplayCommand.swift	88	print("Error: \(error)")	STRING
MEDIUM	REPL/CLI/ReplayCommand.swift	90	print("Error: \(error)")	STRING
LOW	EndToEndTests/harness.py	2794	except Exception as error:	CODE

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…bTests/Tests/Unit/IDBCommandExecutorInstallTests.swift	253	let pushed = harness.executor.storageManager.dylib.basePath.appendingPathComponent("nested/libSample.dylib")	CODE
CRITICAL	…ntrol/CoreDevice/SimulatorDisplayUpdatesProtocol.swift	50	return event.status.pushing.elements.last.map(SimulatorDisplayProtocol.report(of:))	CODE

Modern Structural Boilerplate8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	idb/grpc/client.py	1054	async def set_location(self, latitude: float, longitude: float) -> None:	CODE
LOW	idb/grpc/client.py	1442	async def set_orientation(self, orientation: HIDOrientationType) -> None:	CODE
LOW	idb/grpc/client.py	1457	async def set_hinge_angle(self, angle: float) -> None:	CODE
LOW	idb/grpc/tests/wave9_management_tests.py	100	async def _set_companions(self, *companions: CompanionInfo) -> None:	CODE
LOW	idb/cli/main.py	37	__all__ = [	CODE
LOW	idb/common/types.py	1212	async def set_location(self, latitude: float, longitude: float) -> None:	CODE
LOW	idb/common/types.py	1302	async def set_orientation(self, orientation: HIDOrientationType) -> None:	CODE
LOW	idb/common/types.py	1314	async def set_hinge_angle(self, angle: float) -> None:	CODE

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	idb/common/types.py	534	"placeholder": AccessibilitySearchableKey.PLACEHOLDER,	CODE
LOW	FBSimulatorAX/Model/AccessibilityKeys.swift	31	case placeholder = "placeholder"	CODE
LOW	FBSimulatorAX/Model/AccessibilityKeys.swift	90	case placeholder = "placeholder"	CODE
LOW	FBSimulatorAX/Model/AccessibilityLegacyRendering.swift	74	put(placeholder, "placeholder")	CODE
LOW	…/Tests/Unit/Tree/AccessibilitySerializationTests.swift	1285	for unrequested in ["identifier", "type", "frame", "enabled", "pid", "traits", "placeholder", "is_remote"] {	CODE
LOW	…/Tests/Unit/Tree/AccessibilitySerializationTests.swift	1343	case .placeholder: return "placeholder"	CODE
LOW	FBSimulatorAXTests/Tests/Unit/Model/AXKeysTests.swift	35	.placeholder: "placeholder",	CODE

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	idb/grpc/tests/log_tests.py	52	# Create a mock client with mocked stub	COMMENT
MEDIUM	idb/grpc/tests/log_tests.py	57	# Create an async iterator for the messages	COMMENT

AI Structural Patterns6 hits · 6 pts

Severity	File	Line	Context
LOW	idb/grpc/client.py	1748	CODE
LOW	idb/grpc/client.py	1929	CODE
LOW	idb/common/types.py	1076	CODE
LOW	idb/common/types.py	1476	CODE
LOW	CI/generate_documentation_tests.py	102	CODE
LOW	EndToEndTests/harness.py	653	CODE

Redundant / Tautological Comments2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	build.sh	11	# Check if xattrs are supported on the current filesystem	COMMENT
LOW⚡	build.sh	65	# Check if ditto is available for xattr-free copying	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	idb/grpc/tests/inject_audio_tests.py	78		CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	idb/utils/contextlib.py	255	def helper(args, *kwds):	CODE

facebook/idb

Open-Source Code Quality, Security and Technical Debt Review