3.9

Adjusted Signal

3.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.2K

Stars

Swift

Language

446.3K

Lines of Code

2.5K

Files

1.6K

Pattern Hits

2026-10-31

Scan Date

0.01

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 15.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1482 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.1/100 · LOW

Are imports declared and package/API names verified? 73 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 25 finding(s).

PR Review Velocity Impact 17.7/100 · LOW

Which changes need focused human review? 1577 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 9HIGH 9MEDIUM 19LOW 1540

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 1577 distinct pattern matches across 13 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.

Over-Commented Block1448 hits · 1426 pts

Severity	File	Line	Snippet	Context
LOW	Package.swift	1	// swift-tools-version:6.1	COMMENT
LOW	Tests/BasicsTests/NetrcTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/NetrcTests.swift	221	#expect(machine.name == "example.com")	COMMENT
LOW	Tests/BasicsTests/NetrcTests.swift	361	let netrc = try NetrcParser.parse(content)	COMMENT
LOW	Tests/BasicsTests/NetrcTests.swift	401		COMMENT
LOW	Tests/BasicsTests/ProgressAnimationTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/SQLiteBackedCacheTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/AsyncProcessTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/SerialEventQueueTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/ObservabilitySystemTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/ConcurrencyHelpersTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/ConcurrencyHelpersTests.swift	201		COMMENT
LOW	Tests/BasicsTests/ProcessInfoTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/URLTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/AuthorizationProviderTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/LegacyHTTPClientTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/StringExtensionsTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/SQLiteTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/DispatchTimeTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/SandboxTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/ByteStringExtensionsTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/DictionaryTest.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/HTTPClientTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/CancellatorTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/ImportScanningTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/ImportScanningTests.swift	81	/// Returns a `(swiftCompilerPath, fileToScan)` pair such that invoking the former with the latter behaves	COMMENT
LOW	Tests/BasicsTests/ArrayHelpersTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/ArrayHelpersTests.swift	41	)	COMMENT
LOW	Tests/BasicsTests/ArrayHelpersTests.swift	61	// Missing elements tests	COMMENT
LOW	Tests/BasicsTests/ArrayHelpersTests.swift	101	// Basic contiguous subset tests	COMMENT
LOW	Tests/BasicsTests/ArrayHelpersTests.swift	121	#expect(containsContiguousSubset(array: [1, 2, 2, 3, 4], subset: [2, 2, 3]) == true)	COMMENT
LOW	Tests/BasicsTests/URLSessionHTTPClientTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/TripleTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	…ts/BasicsTests/Serialization/SerializedJSONTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/Graph/DirectedGraphTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/Graph/AdjacencyMatrixTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/Graph/UndirectedGraphTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/Archiver/ZipArchiverTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/Archiver/TarArchiverTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/Archiver/UniversalArchiverTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/FileSystem/TemporaryFileTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	…asicsTests/FileSystem/CommonParentDirectoryTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/FileSystem/PathShimTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	…/BasicsTests/FileSystem/InMemoryFilesSystemTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/FileSystem/PathTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/FileSystem/PathTests.swift	681	#expect(AbsolutePath("/").appending(RelativePath("..")).pathString == (windows ? #"\"# : "/"))	COMMENT
LOW	Tests/BasicsTests/FileSystem/PathTests.swift	701	#expect(AbsolutePath("/a/b/c").appending(components: "..", "d").pathString == (windows ? #"\a\b\d"# : "/a/b/d"))	COMMENT
LOW	Tests/BasicsTests/FileSystem/FileSystemTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/FileSystem/VFSTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/FileSystem/VFSTests.swift	101	#expect(throws: (any Error).self) {	COMMENT
LOW	Tests/BasicsTests/FileSystem/VFSTests.swift	121	#expect(!vfs.isExecutableFile(AbsolutePath("/")))	COMMENT
LOW	Tests/BasicsTests/Environment/EnvironmentTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/BasicsTests/Environment/EnvironmentKeyTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/FunctionalPerformanceTests/BuildPerfTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	Tests/FunctionalPerformanceTests/BuildPerfTests.swift	21	//import class TSCTestSupport.XCTestCasePerf	COMMENT
LOW	Tests/FunctionalPerformanceTests/BuildPerfTests.swift	41	// func testTrivialPackageNullBuild() throws {	COMMENT
LOW	Tests/FunctionalPerformanceTests/BuildPerfTests.swift	61	//	COMMENT
LOW	Tests/FunctionalPerformanceTests/BuildPerfTests.swift	81	// try self.execute(packagePath: app)	COMMENT
LOW	Tests/LLBuildManifestTests/LLBuildManifestTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
LOW	…mblyIntegrationTests/WebAssemblyIntegrationTests.swift	1	//===----------------------------------------------------------------------===//	COMMENT
1388 more matches not shown…

Hallucination Indicators9 hits · 130 pts

Severity	File	Line	Snippet	Context
CRITICAL	…s/SPMBuildCore/Plugins/DefaultPluginScriptRunner.swift	173	let swiftSupportLibPath = self.toolchain.swiftCompilerPathForManifests.parentDirectory.parentDirectory.appen	CODE
CRITICAL	Sources/PackageGraph/ModulesGraph+Loading.swift	706	let manifestProducts = dependency.package.manifest.products.lazy.map(\.name)	CODE
CRITICAL	Sources/SwiftBuildSupport/SwiftBuildSystem.swift	1237	// swiftCompilerFlags += buildParameters.toolchain.extraFlags.cxxCompilerFlags.rawFlags.asSwiftcCXXCompilerFlags	COMMENT
CRITICAL	…s/Build/BuildDescription/ProductBuildDescription.swift	380	args += self.buildParameters.toolchain.extraFlags.linkerFlags.rawFlags.asSwiftcLinkerFlags()	CODE
CRITICAL	…s/Build/BuildDescription/ProductBuildDescription.swift	382	args += self.buildParameters.flags.linkerFlags.rawFlags.asSwiftcLinkerFlags()	CODE
CRITICAL⚡	…ild/BuildDescription/SwiftModuleBuildDescription.swift	623	args += self.buildParameters.toolchain.extraFlags.cCompilerFlags.rawFlags.asSwiftcCCompilerFlags()	CODE
CRITICAL⚡	…ild/BuildDescription/SwiftModuleBuildDescription.swift	625	args += self.buildParameters.flags.cCompilerFlags.rawFlags.asSwiftcCCompilerFlags()	CODE
CRITICAL⚡	…ild/BuildDescription/SwiftModuleBuildDescription.swift	629	// args += self.buildParameters.toolchain.extraFlags.cxxCompilerFlags.rawFlags.asSwiftcCXXCompilerFlags()	COMMENT
CRITICAL⚡	…ild/BuildDescription/SwiftModuleBuildDescription.swift	631	// args += self.buildParameters.flags.cxxCompilerFlags.rawFlags.asSwiftcCXXCompilerFlags()	COMMENT

Fake / Example Data64 hits · 56 pts

Severity	File	Line	Snippet	Context
LOW	…lectionsTests/JSONPackageCollectionProviderTests.swift	55	XCTAssertEqual(collection.createdBy?.name, "Jane Doe")	CODE
LOW	…lectionsTests/JSONPackageCollectionProviderTests.swift	104	XCTAssertEqual(collection.createdBy?.name, "Jane Doe")	CODE
LOW	…lectionsTests/JSONPackageCollectionProviderTests.swift	410	XCTAssertEqual(collection.createdBy?.name, "Jane Doe")	CODE
LOW	…lectionsTests/JSONPackageCollectionProviderTests.swift	483	XCTAssertEqual(collection.createdBy?.name, "Jane Doe")	CODE
LOW	…lectionsTests/JSONPackageCollectionProviderTests.swift	623	XCTAssertEqual(collection.createdBy?.name, "Jane Doe")	CODE
LOW	…lectionsTests/JSONPackageCollectionProviderTests.swift	696	XCTAssertEqual(collection.createdBy?.name, "Jane Doe")	CODE
LOW	…lectionsTests/JSONPackageCollectionProviderTests.swift	775	XCTAssertEqual(collection.createdBy?.name, "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	81	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	97	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	177	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	209	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	280	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	342	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	460	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	509	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	561	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	613	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsTests/PackageCollectionValidationTests.swift	665	generatedBy: .init(name: "Jane Doe")	CODE
LOW	Tests/PackageCollectionsTests/Utility.swift	62	createdBy: PackageCollectionsModel.Collection.Author(name: "Jane Doe")	CODE
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	65	name: "John Doe",	CODE
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	81	#expect(cdxAuthor.name == "John Doe")	COMMENT
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	89	name: "John Doe",	CODE
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	120	#expect(cdxAuthor1.name == "John Doe")	COMMENT
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	133	name: "John Doe",	CODE
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	154	#expect(cdxAuthor.name == "John Doe")	COMMENT
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	271	name: "John Doe",	CODE
LOW	Tests/SBOMModelTests/CycloneDXConverterTests.swift	307	#expect(cdxAuthor.name == "John Doe")	COMMENT
LOW	Tests/BuildTests/PluginsBuildPlanTests.swift	104	expectFileExists(at: hostDebugBinPath.appending("placeholder"))	CODE
LOW	Tests/BuildTests/PluginsBuildPlanTests.swift	174	expectFileExists(at: targetDebugBinPath.appending("placeholder"))	CODE
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17060	commonName: "John Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17079	commonName: "John Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17086	commonName: "John Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17109	commonName: "Jane Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17131	commonName: "Jane Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17157	commonName: "John Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17186	commonName: "John Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17193	commonName: "John Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17222	commonName: "Jane Doe",	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	17247	commonName: "Jane Doe",	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6170	).appending(executableName("placeholder"))	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6175	).appending(executableName("placeholder"))	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6213	).appending(executableName("placeholder"))	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6218	).appending(executableName("placeholder"))	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6259	).appending(executableName("placeholder"))	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6264	).appending(executableName("placeholder"))	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6301	).appending(executableName("placeholder"))	STRING
LOW	Tests/CommandsTests/PackageCommandTests.swift	6306	).appending(executableName("placeholder"))	STRING
LOW	…ollectionsModelTests/PackageCollectionModelTests.swift	67	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…ollectionsModelTests/PackageCollectionModelTests.swift	120	generatedBy: .init(name: "Jane Doe")	CODE
LOW	…BOMModel/CycloneDX/Resources/cyclonedx-1.7.schema.json	956	"examples": ["Acme Inc"]	CODE
LOW	…BOMModel/CycloneDX/Resources/cyclonedx-1.7.schema.json	962	"examples": ["Acme Inc"]	CODE
LOW	…BOMModel/CycloneDX/Resources/cyclonedx-1.7.schema.json	1027	"examples": ["Acme Inc"]	CODE
LOW	…ckageManagerDocs/Documentation.docc/PackageSecurity.md	103	"commonName": "Jane Doe",	CODE
LOW	Sources/Runtimes/PackageDescription/BuildSettings.swift	302	value: ["placeholder"],	CODE
LOW	Sources/Runtimes/PackageDescription/BuildSettings.swift	472	value: ["placeholder"],	CODE
LOW	Sources/Runtimes/PackageDescription/BuildSettings.swift	783	value: ["placeholder"],	CODE
LOW	Sources/Runtimes/PackageDescription/BuildSettings.swift	861	value: ["placeholder"],	CODE
LOW	Sources/PackageModel/ManifestSourceGeneration.swift	764	params.append(SourceCodeFragment(key: "appIcon", enum: "placeholder", subnodes: [SourceCodeFragment(from	STRING
LOW	…cellaneous/Plugins/CommandPluginTestStub/Package.swift	40	name: "placeholder"	CODE
LOW	…stStub/Plugins/diagnostics-stub/diagnostics_stub.swift	13	.product("placeholder"),	CODE
4 more matches not shown…

Cross-File Repetition9 hits · 45 pts

Severity	File	Snippet	Context
HIGH	Tests/PackageRegistryTests/RegistryClientTests.swift	{ "id": "mona.linkedlist", "version": "1.1.1", "resources": [ { "name": "source-archive", "type": "application/zip", "ch	STRING
HIGH	…ageRegistryTests/PackageVersionChecksumTOFUTests.swift	{ "id": "mona.linkedlist", "version": "1.1.1", "resources": [ { "name": "source-archive", "type": "application/zip", "ch	STRING
HIGH	…ts/PackageRegistryTests/SignatureValidationTests.swift	{ "id": "mona.linkedlist", "version": "1.1.1", "resources": [ { "name": "source-archive", "type": "application/zip", "ch	STRING
HIGH	…ts/PackageRegistryTests/SignatureValidationTests.swift	// swift-tools-version: 5.7 import packagedescription let package = package( name: "library", products: [ .library(name:	STRING
HIGH	…PackageLoadingTests/ManifestSignatureParserTests.swift	// swift-tools-version: 5.7 import packagedescription let package = package( name: "library", products: [ .library(name:	STRING
HIGH	Tests/CommandsTests/PackageCommandTests.swift	// swift-tools-version: 5.7 import packagedescription let package = package( name: "library", products: [ .library(name:	STRING
HIGH	Tests/PackageLoadingTests/PD_5_0_LoadingTests.swift	import packagedescription let package = package( name: "trivial", targets: [ .target( name: "foo", dependencies: [ ]), ]	STRING
HIGH	…sts/PackageLoadingTests/ManifestLoaderCacheTests.swift	import packagedescription let package = package( name: "trivial", targets: [ .target( name: "foo", dependencies: [ ]), ]	STRING
HIGH	Tests/PackageLoadingTests/PD_4_2_LoadingTests.swift	import packagedescription let package = package( name: "trivial", targets: [ .target( name: "foo", dependencies: [ ]), ]	STRING

Decorative Section Separators8 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	78	/// ┌────────────────────────────┐ ┌────────────────────────────┐	COMMENT
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	80	/// └─────────────┬──────────────┘ └──────────────┬─────────────┘	COMMENT
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	81	/// │ ┌────────────────────────┘	COMMENT
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	83	/// ┌─────────────┴──────┴───────┐ ┌────────────────────────────┐	COMMENT
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	85	/// └─────────────┬──────────────┘ └──────────────┬─────────────┘	COMMENT
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	86	/// │ ┌───────────────────────────┘	COMMENT
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	88	/// ┌─────┴───┴──┐	COMMENT
MEDIUM⚡	…/PackageGraph/Resolution/PubGrub/Incompatibility.swift	90	/// └────────────┘	COMMENT

Structural Annotation Overuse15 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	5673	// Step 1: Initial resolution on "machine A" — populates .build with	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	5687	// Step 2: Simulate cross-platform migration to "machine B".	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	5709	// Step 3: Run --force-resolved-versions on "machine B".	STRING
LOW	Sources/SBOMModel/README.md	27	### Step 1: Update Version Constant	COMMENT
LOW	Sources/SBOMModel/README.md	39	### Step 2: Replace Schema File	COMMENT
LOW	Sources/SBOMModel/README.md	45	### Step 3: Update Tests	COMMENT
LOW⚡	Sources/SBOMModel/README.md	57	### Step 4: Verify Constants	COMMENT
LOW⚡	Sources/SBOMModel/README.md	64	### Step 5: Test Thoroughly	COMMENT
LOW⚡	Sources/SBOMModel/README.md	74	### Step 1: Update SBOMVersionRegistry.swift	COMMENT
LOW	Sources/SBOMModel/README.md	89	### Step 2: Update SBOMSpec.swift	COMMENT
LOW	Sources/SBOMModel/README.md	99	### Step 3: Create New Constants	COMMENT
LOW⚡	Sources/SBOMModel/README.md	115	### Step 4: Update Encoder and Converter	COMMENT
LOW⚡	Sources/SBOMModel/README.md	125	### Step 5: Add Schema File	COMMENT
LOW⚡	Sources/SBOMModel/README.md	131	### Step 6: Update Tests	COMMENT
LOW	Sources/PackageGraph/PackageContainer.swift	91	/// NOTE: This method should not be called on a versioned container.	COMMENT

AI Slop Vocabulary7 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/_InternalTestSupportTests/XCTAssertHelpersTests.swift	28	// Essentially call either "which which" or "where.exe where.exe"	COMMENT
MEDIUM	…BOMModel/CycloneDX/Resources/cyclonedx-1.7.schema.json	1251	"description": "Specifies the format and nature of the data being attached, helping systems correctly interpre	CODE
MEDIUM	Sources/Basics/Vendor/Triple.swift	321	/// tend to permute triples. Essentially:	COMMENT
MEDIUM	Sources/Workspace/Workspace+Manifests.swift	194	// Temporary countermeasures against rdar://83316222; be robust against having colliding identities in both	COMMENT
MEDIUM	Sources/QueryEngine/CacheKey.swift	23	/// this protocol doesn't utilize random seed values and produces consistent hash values across process launches.	COMMENT
MEDIUM	…ild/BuildDescription/SwiftModuleBuildDescription.swift	720	// for tools which currently don't leverage "OTHER_SWIFT_FLAGS". In the	COMMENT
MEDIUM	Sources/PackageLoading/PkgConfig.swift	249	// We will use pkgconf's method here as it seems more robust than pkg-config's, and pkgconf's greater popularity	COMMENT

Self-Referential Comments2 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	Sources/CoreCommands/SwiftCommandState.swift	178	# This file is a cache directory tag created by (Swift Package Manager).	COMMENT
MEDIUM⚡	Sources/Commands/Utilities/TestingSupport.swift	1070	# Create the same breakpoint in the destination target	COMMENT

Excessive Try-Catch Wrapping5 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	Sources/_InternalTestSupport/FileSystemHelpers.swift	26	print("Error: Could not create enumerator for path: \(path)")	CODE
MEDIUM	Sources/_InternalTestSupport/FileSystemHelpers.swift	39	print("Error retrieving resource values for \(fileURL.lastPathComponent): \(error.localizedDescription)")	CODE
LOW	Sources/Commands/Utilities/TestingSupport.swift	950	except Exception:	CODE
LOW	Sources/Commands/Utilities/TestingSupport.swift	1117	except Exception as e:	CODE
LOW	Sources/Commands/Utilities/TestingSupport.swift	1176	except Exception as e:	CODE

Hyper-Verbose Identifiers3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	Sources/Commands/Utilities/TestingSupport.swift	965	def sync_breakpoints_to_target(source_target, dest_target):	CODE
LOW	Sources/Commands/Utilities/TestingSupport.swift	970	def breakpoint_exists_in_target_by_spec(target, file_name, line_number, function_name):	CODE
LOW⚡	Sources/Commands/Utilities/TestingSupport.swift	1080	def sync_breakpoints_to_all_targets():	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW⚡	Sources/Commands/Utilities/TestingSupport.swift	1066	# Check if this breakpoint already exists in destination target	COMMENT

TODO Padding3 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	Tests/PackageRegistryTests/RegistryClientTests.swift	3569	// TODO: implement multipart form parsing	STRING
LOW	Tests/PackageRegistryTests/RegistryClientTests.swift	3669	// TODO: implement multipart form parsing	STRING
LOW	Tests/PackageRegistryTests/RegistryClientTests.swift	3788	// TODO: implement multipart form parsing	STRING

Verbosity Indicators3 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	5673	// Step 1: Initial resolution on "machine A" — populates .build with	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	5687	// Step 2: Simulate cross-platform migration to "machine B".	STRING
LOW	Tests/WorkspaceTests/WorkspaceTests.swift	5709	// Step 3: Run --force-resolved-versions on "machine B".	STRING

swiftlang/swift-package-manager

Open-Source Code Quality, Security and Technical Debt Review