1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

2.1K

Stars

TypeScript

Language

2.1M

Lines of Code

7.6K

Files

1.9K

Pattern Hits

2026-10-31

Scan Date

0.00

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 4.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1624 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 252 finding(s).

Agent Over-Engineering Ratio 3.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1463 finding(s).

PR Review Velocity Impact 5.1/100 · LOW

Which changes need focused human review? 1912 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 5HIGH 22MEDIUM 37LOW 1848

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 1912 distinct pattern matches across 18 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 Identifiers1427 hits · 1457 pts

Severity	File	Line	Snippet	Context
LOW	tools/oxlint-plugins/watchEffectRendering.ts	139	function runsDirectlyInWatchEffect(	CODE
LOW	tools/oxlint-plugins/restrictedSyntax.ts	157	function reportsSelectionStoreWrite(node: MemberExpression): boolean {	CODE
LOW	tools/oxlint-plugins/serverFacts.ts	406	function isDisabledWithoutCapability(	CODE
LOW	tools/oxlint-plugins/comfyIngestTypes.ts	215	function keysOmittedThenRedeclared(	CODE
LOW	tools/oxlint-plugins/comfyIngestTypes.ts	243	function missingAgentImportMessage(name: string): string {	CODE
LOW	tools/oxlint-plugins/globalPinia.ts	234	function resolveExistingLocalModule(specifier: string, importer: string) {	CODE
LOW	tools/oxlint-plugins/vitestCleanup.ts	380	function enclosingExecutionBoundaryIndex(ancestors: readonly Node[]): number {	CODE
LOW	tools/oxlint-plugins/vitestCleanup.ts	438	function runsDirectlyInVitestCallback(	CODE
LOW	tools/oxlint-plugins/vitestCleanup.ts	544	function runsFirstAmongBeforeEachHooks(	CODE
LOW	tools/oxlint-plugins/vitestCleanup.ts	584	function isRedundantMockInstanceCleanup(	CODE
LOW	tools/architecture/src/records.ts	377	export function loadArchitectureConfiguration(	CODE
LOW	tools/devtools/nodes/inputs.py	63	def node_with_optional_combo_input(self, optional_combo_input=None):	CODE
LOW	tools/devtools/nodes/inputs.py	83	def node_with_only_optional_input(self, clip=None, text=None):	CODE
LOW	tools/devtools/nodes/inputs.py	349	def node_with_pre_attach_legacy_widgets(self):	CODE
LOW	tools/devtools/nodes/inputs.py	363	def node_with_comparer_widget(self):	CODE
LOW	tools/devtools/nodes/inputs.py	377	def node_with_hidden_aria_dialog(self):	CODE
LOW	tools/devtools/web/legacyCompatibility.js	140	function installPreviewBridgeSetter(node) {	CODE
LOW	tools/test-recorder/src/featureFlags.ts	81	export function formatInitialFeatureFlags(	CODE
LOW	tools/test-recorder/src/checks/devServer.ts	64	export function differentCheckoutInstructions(	CODE
LOW	tools/test-recorder/src/devserver/manager.ts	38	function unverifiableReuseInstructions(	CODE
LOW	tools/test-recorder/src/recorder/template.ts	65	export function removeLegacyCustomStorageState(storageStateFile: string): void {	CODE
LOW	tools/test-recorder/src/recorder/template.ts	231	export function generateRecordingTemplate(	CODE
LOW	…s/published-package-build/src/publishedPackageBuild.ts	70	export function definePublishedPackageConfig({	CODE
LOW	tools/expected-failures/src/inventory.ts	112	function importedPlaywrightRunners(node: ts.Node): string[] {	CODE
LOW	scripts/cloud-manifest.ts	49	export function validateSupportedNodesDoc(value: unknown): SupportedNodesDoc {	CODE
LOW	scripts/cloud-manifest.ts	122	export function sourceFromSupportedNodesHeader(	CODE
LOW	scripts/cloud-manifest.ts	146	export function validateObjectInfoSnapshot(value: unknown): ObjectInfoSnapshot {	CODE
LOW	scripts/cloud-manifest.ts	186	export function validateCuratedCloudOverlay(	CODE
LOW	scripts/cloud-manifest.ts	308	export function validateCloudExtensionSentinels(	CODE
LOW	scripts/cloud-manifest.ts	335	export function validateCloudCannotRunAlone(	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	19	['function isWidgetAssetPickerEnabled() {\n return false;\n}'],	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	31	['function isWidgetAssetPickerEnabled(){return!1}'],	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	42	'function isWidgetAssetPickerEnabled() {\n return !useDeploymentPickStore().bootDeployment;\n}'	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	53	'function isWidgetAssetPickerEnabled(){return!useDeploymentPickStore().bootDeployment}'	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	61	'function isWidgetAssetPickerEnabled() {\n track();\n return true;\n}',	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	62	'function isWidgetAssetPickerEnabled() {\n return isCloud;\n}',	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	63	'function isWidgetAssetPickerEnabled(){return!0}',	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	64	'function isWidgetAssetPickerEnabled(){return useDeploymentPickStore().bootDeployment}'	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	75	'function isWidgetAssetPickerEnabled() {\n if (!api.getServerFeature("assets", false)) return false;\n return true	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	76	'function isWidgetAssetPickerEnabled() {\n if (false) return false;\n return true;\n}'	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	87	'function isWidgetAssetPickerEnabled() {\n if (!isCloud) return false;\n return true;\n}'	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	99	['function isWidgetAssetPickerEnabled() {\n return false;\n}'],	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	112	const gate = 'function isWidgetAssetPickerEnabled() {\n return false;\n}'	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	122	['function isWidgetAssetPickerEnabled() {\n return false;\n}'],	CODE
LOW⚡	scripts/checkAssetsFlagArtifact.test.ts	132	'function isWidgetAssetPickerEnabled() {\n if (!isCloud) {\n return false\n }\n return true\n}'	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	150	'function isWidgetAssetPickerEnabled() {\n const label = "{unbalanced"\n return false\n}'	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	279	'function isWidgetAssetPickerEnabled() {\n return false;\n}'	CODE
LOW	scripts/checkAssetsFlagArtifact.test.ts	304	'function isWidgetAssetPickerEnabled() {\n if (!isCloud) return false\n return true\n}'	CODE
LOW	scripts/customNodeQuarantine.ts	96	async function requirementsStillUnsatisfiable(	CODE
LOW	scripts/generate-embedded-metadata-test-files.py	86	def inject_exif_prefix_in_webp(path: str):	CODE
LOW	scripts/generate-embedded-metadata-test-files.py	151	def generate_corrupt_itxt_png():	CODE
LOW	scripts/check-frozen-dirs.ts	24	function isFrozenImplementationFile(path: string): boolean {	CODE
LOW	scripts/customNodeQuarantineProbe.ts	16	export function provesRequirementIsUnsatisfiable(	CODE
LOW	scripts/checkAssetsFlagArtifact.ts	98	export function assertWidgetAssetPickerGate(	CODE
LOW	scripts/check-unused-i18n-keys.ts	62	function getNewKeysFromStagedFiles(stagedFiles: string[]): Set<string> {	CODE
LOW	scripts/check-follower-document-mutations.ts	98	function isFollowerDocApplyRemoteUpdate(	CODE
LOW	scripts/check-follower-document-mutations.ts	391	function shouldTrackBindingElement(	CODE
LOW	scripts/check-follower-document-mutations.ts	419	function instanceofSharedTypeDeclarations(	CODE
LOW	scripts/check-follower-document-mutations.ts	531	export function scanFollowerInvariantSource(	CODE
LOW	scripts/check-follower-document-mutations.ts	541	export function scanFollowerInvariantSources(	CODE
1367 more matches not shown…

Fake / Example Data144 hits · 146 pts

Severity	File	Line	Snippet	Context
LOW	eslint.config.ts	54	'placeholder',	CODE
LOW	eslint.config.ts	77	'placeholder',	CODE
LOW	eslint.config.ts	422	'placeholder',	CODE
LOW	tools/devtools/nodes/remote.py	172	"placeholder": "Choose foos",	CODE
LOW	packages/account-core/src/signInSchemas.test.ts	17	email: 'user@example.com',	CODE
LOW	…ccount-core/src/core/billing/telemetry/payload.test.ts	343	email: 'user@example.com',	CODE
LOW	packages/api-client/src/webSessionFetch.test.ts	35	user: { id: 'user', email: 'user@example.com', emailVerified: true },	CODE
LOW	…count-ui/src/billing/checkout/CheckoutInviteEmails.vue	43	:aria-label="placeholder"	CODE
LOW	…stem/src/components/single-select/SingleSelect.test.ts	139	expect(searchInput).toHaveAttribute('placeholder', 'Rechercher...')	CODE
LOW	…system/src/components/search-input/SearchInput.test.ts	30	).toHaveAttribute('placeholder', 'Rechercher...')	CODE
LOW	…system/src/components/search-input/SearchInput.test.ts	47	'<input :placeholder="placeholder" :value="modelValue" :autofocus="autoFocus \|\| undefined" @input="$emit(\	CODE
LOW	…system/src/components/search-input/SearchInput.test.ts	48	props: ['placeholder', 'modelValue', 'autoFocus']	CODE
LOW	…system/src/components/search-input/SearchInput.test.ts	146	describe('placeholder', () => {	CODE
LOW	…src/components/search-input/SearchAutocomplete.test.ts	20	).toHaveAttribute('placeholder', 'Rechercher...')	CODE
LOW	apps/billing-web/src/locales/en/main.json	30	"placeholder": "Enter your email"	CODE
LOW	apps/billing-web/src/locales/en/main.json	34	"placeholder": "Enter your password",	CODE
LOW	apps/billing-web/src/locales/en/main.json	472	"placeholder": "Enter emails separated by commas",	CODE
LOW	browser_tests/tests/backgroundImageUpload.spec.ts	39	await expect(urlInput).toHaveAttribute('placeholder')	CODE
LOW	browser_tests/tests/useSettingSearch.spec.ts	54	'placeholder',	CODE
LOW	…ons/vueNodes/widgets/components/WidgetMarkdown.test.ts	374	const longMarkdown = '# Heading\n' + 'Lorem ipsum '.repeat(1000)	CODE
LOW	…ons/vueNodes/widgets/components/WidgetTextarea.test.ts	191	expect(textarea.getAttribute('placeholder')).toBe('Custom placeholder')	CODE
LOW	src/composables/auth/useAuthActions.test.ts	448	signInWithEmail('user@example.com', 'password')	CODE
LOW	src/composables/auth/useAuthActions.test.ts	466	signUpWithEmail('user@example.com', 'password')	CODE
LOW	src/composables/auth/useAuthActions.test.ts	763	await expect(sendPasswordReset('user@example.com')).resolves.toBeUndefined()	CODE
LOW	src/locales/he/main.json	190	"placeholder": "תארו מה ברצונכם ליצור",	CODE
LOW	src/locales/he/main.json	540	"placeholder": "הזן את מפתח ה-API שלך",	CODE
LOW	src/locales/he/main.json	1000	"placeholder": "מציין מיקום לשאלות הסקר",	CODE
LOW	src/locales/he/main.json	5688	"placeholder": "בחר...",	CODE
LOW	src/locales/he/main.json	5974	"placeholder": "הגדרות לוח הבקרה של סביבת העבודה"	CODE
LOW	src/locales/he/main.json	6011	"placeholder": "הזן את כתובת הדוא\"ל של האדם",	CODE
LOW	src/locales/ja/main.json	190	"placeholder": "作成したいものを説明してください",	CODE
LOW	src/locales/ja/main.json	540	"placeholder": "APIキーを入力してください",	CODE
LOW	src/locales/ja/main.json	1000	"placeholder": "アンケート質問のプレースホルダー",	CODE
LOW	src/locales/ja/main.json	5688	"placeholder": "選択...",	CODE
LOW	src/locales/ja/main.json	5974	"placeholder": "ダッシュボードのワークスペース設定"	CODE
LOW	src/locales/ja/main.json	6011	"placeholder": "招待する人のメールアドレスを入力",	CODE
LOW	src/locales/it/main.json	190	"placeholder": "Descrivi cosa vuoi creare",	CODE
LOW	src/locales/it/main.json	540	"placeholder": "Inserisci la tua chiave API",	CODE
LOW	src/locales/it/main.json	1000	"placeholder": "Segnaposto domande del sondaggio",	CODE
LOW	src/locales/it/main.json	5688	"placeholder": "Seleziona...",	CODE
LOW	src/locales/it/main.json	5974	"placeholder": "Impostazioni dashboard workspace"	CODE
LOW	src/locales/it/main.json	6011	"placeholder": "Inserisci email separate da virgole",	CODE
LOW	src/locales/ru/main.json	190	"placeholder": "Опишите, что хотите создать",	CODE
LOW	src/locales/ru/main.json	540	"placeholder": "Введите ваш API-ключ",	CODE
LOW	src/locales/ru/main.json	1000	"placeholder": "Вопросы для опроса",	CODE
LOW	src/locales/ru/main.json	5688	"placeholder": "Выбрать...",	CODE
LOW	src/locales/ru/main.json	5974	"placeholder": "Настройки рабочего пространства"	CODE
LOW	src/locales/ru/main.json	6011	"placeholder": "Введите email человека",	CODE
LOW	src/locales/zh/main.json	190	"placeholder": "描述你想创建的内容",	CODE
LOW	src/locales/zh/main.json	540	"placeholder": "请输入您的 API 密钥",	CODE
LOW	src/locales/zh/main.json	1000	"placeholder": "调查问题占位符",	CODE
LOW	src/locales/zh/main.json	5688	"placeholder": "请选择...",	CODE
LOW	src/locales/zh/main.json	5974	"placeholder": "仪表盘工作区设置"	CODE
LOW	src/locales/zh/main.json	6011	"placeholder": "输入对方邮箱",	CODE
LOW	src/locales/zh-TW/main.json	190	"placeholder": "描述您想要建立的內容",	CODE
LOW	src/locales/zh-TW/main.json	540	"placeholder": "請輸入您的 API 金鑰",	CODE
LOW	src/locales/zh-TW/main.json	1000	"placeholder": "問卷問題佔位符",	CODE
LOW	src/locales/zh-TW/main.json	5688	"placeholder": "選擇...",	CODE
LOW	src/locales/zh-TW/main.json	5974	"placeholder": "儀表板工作區設定"	CODE
LOW	src/locales/zh-TW/main.json	6011	"placeholder": "輸入對方的電子郵件",	CODE
84 more matches not shown…

Structural Annotation Overuse81 hits · 130 pts

Severity	File	Line	Snippet	Context
LOW	.claude/commands/pr.md	5	## Step 1: Check Prerequisites	COMMENT
LOW	.claude/commands/pr.md	16	## Step 2: Push and Create PR	COMMENT
LOW	.claude/commands/pr.md	98	## Step 3: Execute PR Creation	COMMENT
LOW	.claude/commands/create-frontend-release.md	63	### Step 1: Environment Safety Check	COMMENT
LOW	.claude/commands/create-frontend-release.md	84	### Step 2: Analyze Recent Changes	COMMENT
LOW	.claude/commands/create-frontend-release.md	119	### Step 3: Breaking Change Analysis	COMMENT
LOW	.claude/commands/create-frontend-release.md	134	### Step 4: Analyze Dependency Updates	COMMENT
LOW	.claude/commands/create-frontend-release.md	180	### Step 5: Generate GTM Feature Summary	COMMENT
LOW	.claude/commands/create-frontend-release.md	273	### Step 6: Version Preview	COMMENT
LOW	.claude/commands/create-frontend-release.md	284	### Step 7: Security and Dependency Audit	COMMENT
LOW	.claude/commands/create-frontend-release.md	303	### Step 8: Pre-Release Testing	COMMENT
LOW	.claude/commands/create-frontend-release.md	324	### Step 9: Generate Comprehensive Release Notes	COMMENT
LOW	.claude/commands/create-frontend-release.md	388	### Step 10: Create Version Bump PR	COMMENT
LOW	.claude/commands/create-frontend-release.md	439	### Step 11: Critical Release PR Verification	COMMENT
LOW	.claude/commands/create-frontend-release.md	455	### Step 12: Pre-Merge Validation	COMMENT
LOW	.claude/commands/create-frontend-release.md	462	### Step 13: Execute Release	COMMENT
LOW	.claude/commands/create-frontend-release.md	495	### Step 14: Enhance GitHub Release	COMMENT
LOW	.claude/commands/create-frontend-release.md	525	### Step 15: Verify Multi-Channel Distribution	COMMENT
LOW	.claude/commands/create-frontend-release.md	567	### Step 16: Post-Release Monitoring Setup	COMMENT
LOW	.claude/commands/create-frontend-release.md	646	### Step 17: Create Release Summary	COMMENT
LOW	.claude/commands/create-hotfix-release.md	36	### Step 1: Try Automated Backports First	COMMENT
LOW	.claude/commands/create-hotfix-release.md	91	### Step 2: Identify Target Core Branch	COMMENT
LOW	.claude/commands/create-hotfix-release.md	103	### Step 3: Parse and Validate Arguments	COMMENT
LOW	.claude/commands/create-hotfix-release.md	116	### Step 4: Analyze Target Changes	COMMENT
LOW	.claude/commands/create-hotfix-release.md	127	### Step 5: Create Hotfix Branch	COMMENT
LOW	.claude/commands/create-hotfix-release.md	136	### Step 6: Cherry-pick Changes	COMMENT
LOW	.claude/commands/create-hotfix-release.md	151	### Step 7: Create PR to Core Branch	COMMENT
LOW	.claude/commands/create-hotfix-release.md	168	### Step 8: Wait for Tests	COMMENT
LOW	.claude/commands/create-hotfix-release.md	179	### Step 9: Merge Hotfix PR	COMMENT
LOW	.claude/commands/create-hotfix-release.md	187	### Step 10: Create Version Bump	COMMENT
LOW	.claude/commands/create-hotfix-release.md	199	### Step 11: Create Release PR	COMMENT
LOW	.claude/commands/create-hotfix-release.md	255	### Step 12: Monitor Release Process	COMMENT
LOW	.claude/commands/create-hotfix-release.md	270	### Step 13: Manually Publish Draft Release	COMMENT
LOW	.claude/commands/create-hotfix-release.md	285	### Step 14: Create ComfyUI Requirements.txt Update PR	COMMENT
LOW	.claude/commands/create-hotfix-release.md	375	### Step 15: Post-Release Verification	COMMENT
LOW	.claude/commands/setup_repo.md	14	## Step 1: Bootstrap Environment	COMMENT
LOW	.claude/commands/setup_repo.md	28	## Step 2: Verify Build	COMMENT
LOW	.claude/commands/setup_repo.md	43	## Step 3: Run Unit Tests	COMMENT
LOW	.claude/commands/setup_repo.md	59	## Step 4: Verify Development Server	COMMENT
LOW	.claude/commands/setup_repo.md	86	## Step 5: Final Verification	COMMENT
LOW	.claude/commands/add-missing-i18n.md	5	### Step 1: Identify new translation keys	COMMENT
LOW	.claude/commands/add-missing-i18n.md	9	### Step 2: Add translations to English locale file	COMMENT
LOW	.claude/commands/adr-compliance-audit.md	5	## Step 1: Gather the Diff	COMMENT
LOW	.claude/commands/adr-compliance-audit.md	10	## Step 2: Priority 1 — ECS and Command-Pattern Compliance	COMMENT
LOW	.claude/commands/adr-compliance-audit.md	58	## Step 3: Priority 2 — General ADR Compliance	COMMENT
LOW	.claude/commands/adr-compliance-audit.md	67	## Step 4: Generate Report	COMMENT
LOW	…aude/skills/backport-management/reference/execution.md	9	## Step 0: Test-Then-Resolve Pre-Pass (Recommended)	COMMENT
LOW	…aude/skills/backport-management/reference/execution.md	46	## Step 1: Label-Driven Automation (Batch)	COMMENT
LOW	…aude/skills/backport-management/reference/execution.md	65	## Step 2: Wait for CI & Merge Clean Auto-PRs	COMMENT
LOW	…aude/skills/backport-management/reference/execution.md	97	## Step 3: Manual Worktree for Conflicts	COMMENT
LOW	…aude/skills/backport-management/reference/execution.md	183	## Step 4: Wave Verification	COMMENT
LOW	.claude/skills/perf-fix-with-proof/SKILL.md	19	### Step 1: Create the test branch	COMMENT
LOW	.claude/skills/perf-fix-with-proof/SKILL.md	25	### Step 2: Write the `@perf` test	COMMENT
LOW⚡	.claude/skills/perf-fix-with-proof/SKILL.md	67	### Step 3: Add test workflow asset (if needed)	COMMENT
LOW⚡	.claude/skills/perf-fix-with-proof/SKILL.md	71	### Step 4: Verify locally	COMMENT
LOW⚡	.claude/skills/perf-fix-with-proof/SKILL.md	79	### Step 5: Create PR1 (test-only)	COMMENT
LOW	.claude/skills/perf-fix-with-proof/SKILL.md	100	### Step 6: Get PR1 merged	COMMENT
LOW	.claude/skills/perf-fix-with-proof/SKILL.md	104	### Step 7: Create PR2 (fix) on top of main	COMMENT
LOW	.claude/skills/perf-fix-with-proof/SKILL.md	116	### Step 8: Verify the improvement shows in CI	COMMENT
LOW	scripts/update-playwright-agents.sh	11	# Step 1: Regenerate base agent files	COMMENT
21 more matches not shown…

Cross-Language Confusion (JS/TS)20 hits · 128 pts

Severity	File	Line	Snippet	Context
HIGH	tools/ci-container/publish.test.ts	101	elif [[ -f "$STATE/image.json" ]]; then	CODE
HIGH⚡	scripts/cicd/cloud-backport-tag.test.ts	63	elif limited=$((limited + 1)) && printf '%s' "$limited" > "$limited_file" &&	CODE
HIGH⚡	scripts/cicd/cloud-backport-tag.test.ts	67	elif [[ "$args" == "compare/" ]]; then	CODE
HIGH⚡	scripts/cicd/cloud-backport-tag.test.ts	69	elif [[ "$args" == "contents/package.json" ]]; then	CODE
HIGH⚡	scripts/cicd/cloud-backport-tag.test.ts	71	elif [[ "$args" == "git/ref/heads/" ]]; then	CODE
HIGH⚡	scripts/cicd/cloud-backport-tag.test.ts	73	elif [[ "$args" == "git/tags/" ]]; then	CODE
HIGH⚡	scripts/cicd/cloud-backport-tag.test.ts	75	elif [[ "$args" == "git/ref/tags/" ]]; then	CODE
HIGH	scripts/cicd/cloud-backport-tag.test.ts	88	elif [[ "$args" == "--method POST" ]]; then	CODE
HIGH	scripts/i18n/update-locales.ts	236	print(	CODE
HIGH⚡	scripts/i18n/update-locales.ts	381	print(	CODE
HIGH⚡	scripts/i18n/update-locales.ts	388	print(	CODE
HIGH⚡	scripts/i18n/update-locales.ts	395	print(`${label}: ${formatTokenViolation(error)}`)	CODE
HIGH⚡	scripts/i18n/update-locales.ts	398	print('All locales are up to date with the English sources.')	CODE
HIGH⚡	scripts/i18n/update-locales.ts	400	print(	CODE
HIGH	scripts/i18n/update-locales.ts	478	print(	CODE
HIGH	scripts/i18n/update-locales.ts	499	print(	CODE
HIGH	scripts/i18n/update-locales.ts	502	print(`Source provenance: ${relative(repoRoot, manifestFile)}`)	CODE
HIGH	scripts/i18n/update-locales.ts	546	print(	CODE
HIGH	scripts/i18n/update-locales.ts	614	print(formatUsageSummary(usages, counter.requestCount()))	CODE
HIGH	packages/api-client/src/ComfyApi.ts	108	print(f"Auth token: {auth_token}")	CODE

Over-Commented Block74 hits · 74 pts

Severity	File	Line	Snippet	Context
LOW	tools/test-recorder/src/recorder/template.ts	141	// Signing in, exploring, and getting set up all stay off the record —	COMMENT
LOW	…aude/skills/backport-management/reference/execution.md	121	# For simple content conflicts, accept theirs:	COMMENT
LOW	scripts/release-sheriff/release-sheriff.ts	261	}	COMMENT
LOW	scripts/i18n/eslint-generated-messages.js	1	// The generated half of the lint catalog for no-missing-keys, shaped the way	COMMENT
LOW	packages/mask-editor/src/StrokeProcessor.test.ts	41	}	COMMENT
LOW	.github/workflows/pr-label-backport.yaml	1	---	COMMENT
LOW	.github/workflows/ci-widget-form-census.yaml	1	# Manual measurement: how often can the widget form be derived, and does it	COMMENT
LOW	.github/workflows/release-weekly-comfyui.yaml	1	# Release workflow for ComfyUI frontend: version bump → PyPI publish → ComfyUI PR.	COMMENT
LOW	.github/workflows/ci-crdt-skew-alarm.yaml	1	# Description: Informational alarm for skew between the pinned	COMMENT
LOW	.github/workflows/multiplayer-pin-currency.yaml	1	# Checks how stale the @comfyorg/comfy-multi-player pin (root package.json)	COMMENT
LOW	.github/workflows/cloud-backport-tag.yaml	1	---	COMMENT
LOW	.github/workflows/pr-assign-release-sheriff.yaml	61	# This job runs hourly, so a lasting breakage would otherwise post ~24	COMMENT
LOW	.github/workflows/release-version-bump.yaml	21	default: 'main'	COMMENT
LOW	.github/workflows/ci-tests-custom-nodes.yaml	1	# Runs the custom-node regression suite against a backend that has the manifest	COMMENT
LOW	.github/workflows/update-corpus-pins.yaml	1	# Bump the ecosystem matrix's corpus pins.	COMMENT
LOW	.github/workflows/backport-auto-merge.yaml	1	---	COMMENT
LOW	.github/workflows/backport-auto-merge.yaml	21	# performed by the default token does not emit events that trigger other	COMMENT
LOW	.github/workflows/cloud-release-version-bump.yaml	1	# Description: Cadenced patch bump for active cloud release branch(es).	COMMENT
LOW	.github/workflows/cloud-dispatch-build.yaml	1	---	COMMENT
LOW	.github/workflows/release-slack-changelog.yaml	1	# Announces a published release in Slack: a two-sentence headline in the	COMMENT
LOW	.github/workflows/ci-ecosystem-matrix.yaml	1	# Required gate: on relevant PRs and relevant merge candidates, execute every	COMMENT
LOW	.github/workflows/ci-ecosystem-matrix.yaml	141	# A cache hit already carries the snapshot and exact corpus consumed by	COMMENT
LOW	.github/workflows/ci-ecosystem-matrix.yaml	181		COMMENT
LOW	.github/workflows/ci-ecosystem-matrix.yaml	361	# make upload-artifact re-root the artifact at their common ancestor,	COMMENT
LOW	.github/actions/build-cloud-frontend/action.yaml	21	# A reserved origin the e2e suite stubs, so the hosted billing	COMMENT
LOW	.github/actions/changes-filter/action.yaml	1	# merge_group.base_sha can be the preceding queued candidate, excluding its	COMMENT
LOW	browser_tests/tests/performance.spec.ts	421	// No such culling exists in production source: GraphCanvas.vue mounts	COMMENT
LOW	browser_tests/tests/sidebar/assets3DCardDrag.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	browser_tests/tests/sidebar/assets-filter.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	browser_tests/tests/sidebar/assets-sort.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	…wser_tests/tests/agent/agentDraftMatchesCanvas.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	…wser_tests/tests/agent/agentDraftMatchesCanvas.spec.ts	21	// a `draft` snapshot of the target workflow, and that snapshot is the agent's	COMMENT
LOW	…ser_tests/tests/agent/agentPromptWidgetLinking.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	…ser_tests/tests/agent/agentPromptWidgetLinking.spec.ts	21	//	COMMENT
LOW	…_tests/tests/agent/agentEscapeStopsClickedTurn.spec.ts	1	import { expect, mergeTests } from '@playwright/test'	COMMENT
LOW	browser_tests/tests/agent/agentRunModePopover.spec.ts	81	// carries the trigger through the whole closed → open → closed transition.	COMMENT
LOW	…r_tests/tests/agent/agentFirstTurnOnUnsavedTab.spec.ts	21	// Sources: regr-32 (PM-1429, PM-1430, PM-1432, PM-1433, PM-1634, PR 18278),	COMMENT
LOW	…s/tests/agent/agentMobileNewTabWorkflowBinding.spec.ts	21	// preference to the user's selection, or (2) a designed mint that only reads	COMMENT
LOW	…r_tests/tests/agent/agentJobReopenedAsWorkflow.spec.ts	261	// LIVE-DEFECT PIN — the final assertion is expected to fail on `main`.	COMMENT
LOW	…r_tests/tests/agent/agentJobReopenedAsWorkflow.spec.ts	321		COMMENT
LOW	…/tests/agent/agentAttachmentHistoryPersistence.spec.ts	21	// final text). The real backend returns the resolved attachment on reload --	COMMENT
LOW	…ts/tests/agent/agentApprovalSurvivesSocketDrop.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	…ts/tests/agent/agentInsertWorkflowCanvasResult.spec.ts	21		COMMENT
LOW	…owser_tests/tests/agent/agentTemplatePlacement.spec.ts	21	import { nextFrame } from '@e2e/fixtures/utils/timing'	COMMENT
LOW	…owser_tests/tests/agent/agentComposerAssetDrop.spec.ts	241		COMMENT
LOW	…s/agent/agentAutogrowHandWiredLinkSurvivesSend.spec.ts	101	.toEqual(expectedImageInputs)	COMMENT
LOW	…s/agent/agentAutogrowHandWiredLinkSurvivesSend.spec.ts	121	// different gap that looked like the same symptom — a hand-wire's own	COMMENT
LOW	…r_tests/tests/agent/agentBatchOutputAttachment.spec.ts	101	await expect(bubble).toContainText('use this generation')	COMMENT
LOW	browser_tests/tests/customNodes/dynamicInputs.spec.ts	21	//	COMMENT
LOW	…ts/tests/workflow/promptSaveNeverSavedWorkflow.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	…ts/tests/workflow/promptSaveNeverSavedWorkflow.spec.ts	21	// load starts on. That path already has non-regression coverage today	COMMENT
LOW	…bgraph/subgraphPromotedWidgetRewireDuplication.spec.ts	1	import { expect } from '@playwright/test'	COMMENT
LOW	…bgraph/subgraphPromotedWidgetRewireDuplication.spec.ts	21	// - Interior rewire: rebinding the link feeding the interior node behind	COMMENT
LOW	src/composables/node/useNodePricing.ts	1	// JSONata-based pricing badge evaluation for API nodes.	COMMENT
LOW	src/core/graph/widgets/dynamicWidgets.ts	721	//Whether the input-side `connect` event for `pendingConnection` has	COMMENT
LOW	src/platform/cloud/onboarding/onboardingCloudRoutes.ts	1	import type { RouteRecordRaw } from 'vue-router'	COMMENT
LOW	src/platform/telemetry/imageFailureDiagnostics.ts	101	// Our own status is the finding. Following a redirect would report the	COMMENT
LOW	src/platform/assets/mappings/modelNodeMappings.ts	21	*/	COMMENT
LOW	src/platform/assets/mappings/modelNodeMappings.ts	141	// Intentionally NOT mapped to the asset-picker. The cloud asset-ingestion	COMMENT
LOW	src/platform/billing/composables/usePlanEnded.ts	21	// truly ends the backend collapses max_seats to the no-plan default of 1	COMMENT
14 more matches not shown…

Decorative Section Separators24 hits · 72 pts

Severity	File	Line	Snippet	Context
MEDIUM	…aude/skills/backport-management/reference/execution.md	139	# ───────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useGPUResources.ts	48	// ── Watchers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useGPUResources.ts	154	// ── Helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useGPUResources.ts	207	// ── Internal functions ───────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useGPUResources.ts	265	// ── Public API ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useGPUResources.ts	373	// ── Wrappers called by useBrushDrawing ──────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useGPUResources.ts	593	// ── Private helpers ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useBrushDrawing.ts	39	// ── CPU drawing path ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/mask-editor/src/useBrushDrawing.ts	96	// ── Drawing orchestration ────────────────────────────────────────────────────	COMMENT
MEDIUM	…ow/persistence/stores/workflowDraftStoreV2.fsm.test.ts	20	// ── Model & Real ────────────────────────────────────────────────────	COMMENT
MEDIUM	…ow/persistence/stores/workflowDraftStoreV2.fsm.test.ts	37	// ── Invariant Helpers ───────────────────────────────────────────────	COMMENT
MEDIUM	…ow/persistence/stores/workflowDraftStoreV2.fsm.test.ts	98	// ── Commands ────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ow/persistence/stores/workflowDraftStoreV2.fsm.test.ts	296	// ── Test Suite ──────────────────────────────────────────────────────	COMMENT
MEDIUM	src/stores/subgraphNavigationStore.ts	80	// ── Helpers ──────────────────────────────────────────────────────	COMMENT
MEDIUM	src/stores/subgraphNavigationStore.ts	97	// ── Navigation stack ─────────────────────────────────────────────	COMMENT
MEDIUM	src/stores/subgraphNavigationStore.ts	124	// ── Viewport save / restore ──────────────────────────────────────	COMMENT
MEDIUM	src/stores/subgraphNavigationStore.ts	178	// ── Navigation handler ───────────────────────────────────────────	COMMENT
MEDIUM	src/stores/subgraphNavigationStore.ts	213	// ── Watchers ─────────────────────────────────────────────────────	COMMENT
MEDIUM	src/workbench/extensions/agent/crdt/CrdtDevPanel.vue	182	// ── open/close state, persisted ───────────────────────────────────────────	COMMENT
MEDIUM	src/workbench/extensions/agent/crdt/CrdtDevPanel.vue	235	// ── live document facts ───────────────────────────────────────────────────	COMMENT
MEDIUM	src/workbench/extensions/agent/crdt/CrdtDevPanel.vue	292	// ── event log ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/workbench/extensions/agent/crdt/CrdtDevPanel.vue	345	// ── merge lab ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/workbench/extensions/agent/crdt/CrdtDevPanel.vue	403	// ── copy actions ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/workbench/extensions/agent/crdt/mergeScenarios.ts	208	// ── canned scenarios ──────────────────────────────────────────────────────	COMMENT

Unused Imports83 hits · 70 pts

Severity	File	Line	Context
LOW	tools/devtools/__init__.py	1	CODE
LOW	tools/devtools/__init__.py	2	CODE
LOW	tools/devtools/__init__.py	2	CODE
LOW	tools/devtools/dev_nodes.py	1	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/dev_nodes.py	3	CODE
LOW	tools/devtools/nodes/models.py	1	CODE
LOW	tools/devtools/nodes/remote.py	1	CODE
LOW	tools/devtools/nodes/__init__.py	1	CODE
LOW	tools/devtools/nodes/__init__.py	3	CODE
LOW	tools/devtools/nodes/__init__.py	3	CODE
LOW	tools/devtools/nodes/__init__.py	3	CODE
LOW	tools/devtools/nodes/__init__.py	3	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	11	CODE
LOW	tools/devtools/nodes/__init__.py	30	CODE
LOW	tools/devtools/nodes/__init__.py	30	CODE
LOW	tools/devtools/nodes/__init__.py	30	CODE
23 more matches not shown…

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	scripts/agentConversationFromLangfuse.ts	299	seed_node_ids: options.seed.workflow.seed.nodes.map((node) => node.id),	CODE
CRITICAL	packages/viewport3d/src/three/RendererView.test.ts	226	expect(quad.material.uniforms.uvScale.value.toArray()).toEqual([0.5, 0.5])	CODE
CRITICAL	…viewport3d/src/cameraAngle/CameraAngleViewport.test.ts	234	stub.viewHelperManager.visibleViewHelper.mock.invocationCallOrder.at(-1)!	CODE
CRITICAL	…/vueNodes/widgets/components/WidgetRecordAudio.test.ts	154	appMock.app.canvas.graph.getNodeById.mockReset().mockReturnValue(null)	CODE
CRITICAL	…/vueNodes/widgets/components/WidgetRecordAudio.test.ts	283	appMock.app.canvas.graph.getNodeById.mockReturnValue({ widgets })	CODE

Verbosity Indicators18 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW	scripts/update-playwright-agents.sh	11	# Step 1: Regenerate base agent files	COMMENT
LOW	browser_tests/tests/copyPaste.spec.ts	274	// Step 1: Copy a KSampler node with Ctrl+C and paste with Ctrl+V	COMMENT
LOW	browser_tests/tests/copyPaste.spec.ts	285	// Step 2: Paste image onto selected LoadImage node	COMMENT
LOW	browser_tests/tests/copyPaste.spec.ts	307	// Step 3: Click empty canvas area, paste image → creates new LoadImage	COMMENT
LOW	browser_tests/tests/workflowTabThumbnail.spec.ts	138	// Step 1: Different tabs should show different previews	COMMENT
LOW	browser_tests/tests/workflowTabThumbnail.spec.ts	154	// Step 2: Switching without changes shouldn't update thumbnail	COMMENT
LOW	browser_tests/tests/workflowTabThumbnail.spec.ts	166	// Step 3: Adding another node should cause thumbnail to change	COMMENT
LOW	…ts/vueNodes/interactions/links/linkInteraction.spec.ts	622	// Step 1: Connect CLIP's only output to KSampler's positive input.	COMMENT
LOW	…ts/vueNodes/interactions/links/linkInteraction.spec.ts	645	// Step 2: Drag the link from KSampler's positive input to negative.	COMMENT
LOW⚡	…ustomNodes/manager/composables/useConflictDetection.ts	129	// Step 1: Use installed packs composable instead of direct API calls	COMMENT
LOW⚡	…ustomNodes/manager/composables/useConflictDetection.ts	139	// Step 2: Get Registry service for bulk API calls	COMMENT
LOW⚡	…ustomNodes/manager/composables/useConflictDetection.ts	142	// Step 3: Setup abort controller for request cancellation	COMMENT
LOW⚡	…ustomNodes/manager/composables/useConflictDetection.ts	145	// Step 4: Use bulk API to fetch all version data in a single request	COMMENT
LOW	…ustomNodes/manager/composables/useConflictDetection.ts	188	// Step 5: Combine local installation data with Registry version data	COMMENT
LOW⚡	…ponents/searchbox/v2/NodeSearchCategorySidebar.test.ts	441	// Step 1: Expand sampling	COMMENT
LOW⚡	…ponents/searchbox/v2/NodeSearchCategorySidebar.test.ts	445	// Step 2: Expand custom_sampling	COMMENT
LOW⚡	…ponents/searchbox/v2/NodeSearchCategorySidebar.test.ts	449	// Step 3: Navigate back to sampling (keyboard focus only)	COMMENT
LOW⚡	…ponents/searchbox/v2/NodeSearchCategorySidebar.test.ts	453	// Step 4: Press left on sampling	COMMENT

AI Slop Vocabulary7 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/registry-census/verify_detection.py	113	# The harness-integrity check below reports the shortfall; a	COMMENT
MEDIUM	scripts/registry-census/verify_detection.py	294	# one-row population trips the self-check harness gate, which withholds	COMMENT
MEDIUM	.github/workflows/ci-ecosystem-matrix.yaml	247	# A shard checks harness integrity only: every built spec must write its	COMMENT
MEDIUM	.github/workflows/ci-ecosystem-matrix.yaml	351	echo "::error::matrix wrote ${#row_names[@]} rows for $built specs - harness failure, not pack noise"	CODE
MEDIUM	.github/workflows/ci-ecosystem-matrix.yaml	519	# Runs the poison packs (and the same harness that runs real pack	COMMENT
MEDIUM	.github/workflows/ci-ecosystem-matrix.yaml	553	# harness gate withheld the verdict, which on this corpus is itself a	COMMENT
MEDIUM	src/lib/litegraph/src/infrastructure/Rectangle.test.ts	532	// A more robust test could involve spying on property assignments if vitest supports it easily.	COMMENT

Redundant / Tautological Comments6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/weekly-docs-check.yaml	42	# Check if packages are already available locally	COMMENT
LOW	.github/workflows/api-update-manager-api-types.yaml	62	# Check if file is not empty	COMMENT
LOW	.github/workflows/release-weekly-comfyui.yaml	513	# Check if PR already exists	COMMENT
LOW	.github/workflows/pr-backport.yaml	330	# Check if commit already exists on target branch	COMMENT
LOW	.github/workflows/release-branch-create.yaml	79	# Check if current version is a pre-release	COMMENT
LOW	.github/workflows/release-branch-create.yaml	86	# Check if this was a minor version bump or major version bump	COMMENT

Self-Referential Comments4 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/cloud-backport-tag.yaml	14	# Creating the ref via the API points at a commit that already exists on the	COMMENT
MEDIUM	src/platform/workspace/customDeploymentBrief.ts	27	export const CUSTOM_DEPLOYMENT_BRIEF = `# Create a custom deployment on Comfy Cloud	CODE
MEDIUM	src/platform/workspace/deploymentBuildBrief.ts	141	'# Create a custom deployment that runs a workflow',	CODE
MEDIUM	src/platform/workspace/deploymentBuildBrief.test.ts	227	expect(brief).toContain('# Create a custom deployment that runs a workflow')	CODE

Modern Structural Boilerplate7 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	tools/devtools/__init__.py	117	__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]	CODE
LOW	tools/devtools/dev_nodes.py	37	__all__ = [	CODE
LOW	tools/devtools/nodes/models.py	78	__all__ = [	CODE
LOW	tools/devtools/nodes/remote.py	210	__all__ = [	CODE
LOW	tools/devtools/nodes/__init__.py	65	__all__ = [	CODE
LOW	tools/devtools/nodes/inputs.py	628	__all__ = [	STRING
LOW	tools/devtools/nodes/errors.py	82	__all__ = [	CODE

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	.claude/commands/comprehensive-pr-review.md	353	This review is generated by Claude. It may not always be accurate, as with human reviewers. If you believe that any of t	CODE

Modern AI Meta-Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ING-WEB-0038-checkout-only-hosts-own-plan-selection.md	14	design source. They were built in #17798 and #17937 as scaffolding while	CODE
MEDIUM	docs/guidance/state-and-effects.md	63	## 3. Async orchestration belongs in commands	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/registry-census/fetch_corpus.py	422	except OSError:	CODE

Excessive Try-Catch Wrapping4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tools/devtools/__init__.py	73	except Exception as e:	CODE
LOW	tools/devtools/__init__.py	96	except Exception as e:	CODE
LOW	tools/devtools/__init__.py	112	except Exception as e:	CODE
LOW	scripts/registry-census/fetch_corpus.py	528	except Exception as exc: # noqa: BLE001	CODE

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	scripts/cicd/custom-nodes-summary.py	80	CODE
LOW	scripts/registry-census/fetch_corpus.py	352	CODE
LOW	scripts/registry-census/build_matrix.py	145	CODE
LOW	scripts/registry-census/summarize_matrix.py	114	CODE

Comfy-Org/ComfyUI_frontend

Open-Source Code Quality, Security and Technical Debt Review