0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

45.6K

Stars

TypeScript

Language

1.2M

Lines of Code

9.1K

Files

707

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 2.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 501 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.4/100 · LOW

Are imports declared and package/API names verified? 148 finding(s).

Agent Over-Engineering Ratio 2.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 365 finding(s).

PR Review Velocity Impact 4.1/100 · LOW

Which changes need focused human review? 707 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 15HIGH 9MEDIUM 74LOW 609

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 707 distinct pattern matches across 14 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 Identifiers307 hits · 308 pts

Severity	File	Line	Snippet	Context
LOW	tools/releaser/src/release-ci.ts	212	function escapeWorkflowCommandData(value: string): string {	CODE
LOW	tools/scripts/src/check-template-build-approvals.ts	89	async function repointWorkspaceDepsAtTarballs(	CODE
LOW	tools/scripts/src/check-template-build-approvals.ts	134	function installAndCollectIgnoredBuilds(projectDir: string): string[] {	CODE
LOW	tools/scripts/src/build-template-with-local-pkgs.ts	114	async function runBuildWithWarningsCheck(args: {	CODE
LOW	test/runTestsWithSummary.ts	352	function getExplicitSkippedTestCount(suiteName: string): number {	CODE
LOW	test/storage-r2/config.ts	88	function getCloudflareContextFromWrangler(): Promise<CloudflareContext> {	CODE
LOW	test/validate/int.spec.ts	57	function buildNestedFieldValidateBlockRichText(value: string) {	CODE
LOW	test/validate/int.spec.ts	4054	function getPublishCollectionLocaleData({ title }: { title: string }): Record<string, unknown> {	CODE
LOW	test/validate/int.spec.ts	4062	function getDefaultDraftLocaleData({	CODE
LOW	test/validate/int.spec.ts	4139	function getPublishGlobalLocaleData({ title }: { title: string }): Record<string, unknown> {	CODE
LOW	test/validate/events.ts	71	export function recordGraphQLValidationTransaction({	CODE
LOW	test/validate/events.ts	97	export function getLocalePassRequestCount(): number {	CODE
LOW	test/validate/events.ts	101	export function getMaximumActiveLocalePasses(): number {	CODE
LOW	test/validate/events.ts	118	export function recordPermissionOperation({	CODE
LOW	test/validate/events.ts	133	export async function recordAndMutateIsolationState({	CODE
LOW	test/evals/mcpDatabase.ts	22	export function setMCPEvalDatabaseEnvironment({	CODE
LOW	test/evals/runCodegenDataset.ts	319	async function importGeneratedEvalConfig(	CODE
LOW	test/evals/runCodegenDataset.ts	424	function isArrowOrFunctionExpression(	CODE
LOW	test/evals/runner/claudeCode.ts	575	function normalizeToolResultContent(content: unknown): string {	CODE
LOW	test/evals/utils/mcpToolCalls.ts	139	function getPayloadMCPTranscriptCalls(transcript?: TranscriptEvent[]): Array<{	CODE
LOW	test/evals/utils/writeFailedAssertion.ts	36	export function writeFailedCodegenAssertion(data: FailedCodegenAssertion): void {	CODE
LOW	…ollections/LexicalLocalized/generateLexicalRichText.ts	1	export function generateLexicalLocalizedRichText(text1: string, text2: string, blockID?: string) {	CODE
LOW	test/hierarchy/e2e.spec.ts	58	async function openMoveModalFromAssignedHierarchy({	CODE
LOW	test/auth/server-functions/view/tanstack.tsx	10	export function TanStackServerFunctionsView({ initPageResult }: AdminViewServerProps) {	CODE
LOW	test/upload-transformers/transformerFixtures.ts	29	export function resetTransformerCallCounts(): void {	CODE
LOW	test/upload-transformers/transformerFixtures.ts	46	export function resetTransformerMediaHookCallCounts(): void {	CODE
LOW	test/fields-relationship/e2e.spec.ts	1246	async function createVersionedRelationshipFieldDoc(	CODE
LOW	test/versions/helpers.ts	83	export async function createDocumentWithManyVersions({	CODE
LOW	test/versions/int.spec.ts	3352	async function getLatestVersionByParentIDHelper(	CODE
LOW	test/versions/e2e.spec.ts	2908	async function navigateToDraftVersionView(versionID: string) {	CODE
LOW	test/versions/e2e.spec.ts	2918	async function navigateToDiffVersionView(versionID?: string) {	CODE
LOW	test/versions/collections/Diff/generateLexicalData.ts	5	export function generateRelationshipLexicalData(textID: number \| string): DefaultTypedEditorState {	CODE
LOW	test/admin/components/ResetColumns/index.tsx	5	function ResetDefaultColumnsButton() {	CODE
LOW	…admin/components/views/CustomCollectionView/Client.tsx	9	export function CustomCollectionViewClient({ collectionSlug }: AdminViewClientProps) {	CODE
LOW	test/__helpers/shared/transformSourceTests.ts	48	export function runTransformReadsRealSourceTest({	CODE
LOW	test/__helpers/shared/clearAndSeed/snapshot.ts	28	async function restoreFromMongooseSnapshot(collectionsObj, snapshotKey: string) {	CODE
LOW	test/__helpers/shared/clearAndSeed/snapshot.ts	60	async function restoreFromDrizzleSnapshot(	CODE
LOW	test/__helpers/e2e/waitForAutoSaveToRunAndComplete.ts	9	export async function waitForAutoSaveToRunAndComplete(	CODE
LOW	test/__helpers/e2e/getRowByCellValueAndAssert.ts	5	export async function getRowByCellValueAndAssert({	CODE
LOW	test/__helpers/e2e/checkHorizontalOverflow.ts	184	export async function assertNoHorizontalOverflow(page: Page, testInfo?: TestInfo): Promise<void> {	CODE
LOW	test/__helpers/e2e/checkFocusIndicators.ts	776	export async function assertAllElementsHaveFocusIndicators(	CODE
LOW	test/__helpers/e2e/navigateToDiffVersionView.ts	8	export async function navigateToDiffVersionView({	CODE
LOW	test/__helpers/e2e/assertElementStaysVisible.ts	3	export async function assertElementStaysVisible(	CODE
LOW	…e2e/fields/relationship/openRelationshipFieldDrawer.ts	28	export async function openRelationshipFieldDrawer({	CODE
LOW	…rs/e2e/folders/expectNoResultsAndCreateFolderButton.ts	7	export async function expectNoResultsAndCreateFolderButton({ page }: Args): Promise<void> {	CODE
LOW	…pers/e2e/folders/selectFolderAndConfirmMoveFromList.ts	12	export async function selectFolderAndConfirmMoveFromList({	CODE
LOW	…st/__helpers/e2e/folders/selectFolderAndConfirmMove.ts	9	export async function selectFolderAndConfirmMove({ folderName, page }: Args): Promise<void> {	CODE
LOW	test/dashboard/utils.ts	345	export async function waitForDashboardHydration({ page }: { page: Page }): Promise<void> {	CODE
LOW	test/v4/seed/richTextData.ts	3	export function getUpdatedRichTextContent(	CODE
LOW	test/v4/seed/richTextData.ts	1103	export function getUpdatedTypographyContent(formattedUserID?: number \| string) {	CODE
LOW	test/plugin-cloud-storage/int.spec.ts	116	export function describeIfInCIOrHasLocalstack(): SuiteAPI \| SuiteAPI['skip'] {	CODE
LOW	…plugin-cloud-storage/int.compositePrefixes.int.spec.ts	18	function describeIfInCIOrHasLocalstack(): SuiteAPI \| SuiteAPI['skip'] {	CODE
LOW	…ugin-cloud-storage/buildPluginCloudStorageIntConfig.ts	75	export function buildPluginCloudStorageIntConfig({	CODE
LOW	test/field-error-states/e2e.spec.ts	220	async function prefillBaseRequiredFields(page: Page) {	CODE
LOW	test/fields/collections/Relationship/e2e.spec.ts	1171	async function createRelationshipFieldDoc(	CODE
LOW	test/a11y/helpers.ts	34	export async function openAccessibilityTestPage({	CODE
LOW	test/a11y/helpers.ts	67	export async function waitForKeyboardDragActivation({ page }: { page: Page }) {	CODE
LOW	test/a11y/helpers.ts	101	export async function expectOptionsToHaveAccessibleNames(	CODE
LOW	test/a11y/helpers.ts	156	export function hasRenderedFocusIndicator({	CODE
LOW	test/a11y/helpers.ts	242	export async function openFolderCreationLocation({	CODE
247 more matches not shown…

Decorative Section Separators58 hits · 204 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/docker-compose.yml	19	# ── PostgreSQL (PostGIS + pgvector) ──────────────────────────	COMMENT
MEDIUM	test/docker-compose.yml	83	# ── MongoDB Community 8.2 (replica set + search) ────────────	COMMENT
MEDIUM	test/docker-compose.yml	151	# ── MongoDB Atlas Local (all-in-one with Atlas Search) ──────	COMMENT
MEDIUM	test/docker-compose.yml	174	# ── LocalStack (S3 emulator) ────────────────────────────────	COMMENT
MEDIUM	test/docker-compose.yml	191	# ── Azure Storage (Azurite emulator) ────────────────────────	COMMENT
MEDIUM	test/docker-compose.yml	205	# ── Google Cloud Storage (fake-gcs-server) ──────────────────	COMMENT
MEDIUM	test/docker-compose.yml	228	# ── Vercel Blob (vercel-blob-emulator) ──────────────────────	COMMENT
MEDIUM	test/docker-compose.yml	242	# ── Redis (kv-redis adapter) ────────────────────────────────	COMMENT
MEDIUM⚡	test/plugin-import-export/field-hooks.int.spec.ts	429	// ─────────────────────────────────────────────	COMMENT
MEDIUM⚡	test/plugin-import-export/field-hooks.int.spec.ts	431	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	45	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	47	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	212	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	214	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	296	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	298	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	348	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	350	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	392	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	394	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	469	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	471	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	776	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	778	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	831	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	834	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	1032	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/field-hooks.int.spec.ts	1036	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/hooks.int.spec.ts	45	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/hooks.int.spec.ts	47	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/hooks.int.spec.ts	224	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/plugin-import-export/hooks.int.spec.ts	226	// ─────────────────────────────────────────────	COMMENT
MEDIUM	test/v4/collections/Talks/index.ts	370	// ──────── Sidebar ────────	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	164	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	166	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	169	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	171	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	175	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	177	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	181	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	183	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	202	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	204	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	207	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	209	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	213	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	215	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	219	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	221	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	225	# ========================================	COMMENT
MEDIUM⚡	.agents/skills/triage-ci-flake/SKILL.md	227	# ========================================	COMMENT
MEDIUM	…port-export/src/utilities/processRichTextField.spec.ts	9	// ─── Fixtures ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…port-export/src/utilities/processRichTextField.spec.ts	39	// ─── Primitive pass-through ──────────────────────────────────────────────────	COMMENT
MEDIUM	…port-export/src/utilities/processRichTextField.spec.ts	59	// ─── String input (the recovered-from-missed-hook path) ─────────────────────	COMMENT
MEDIUM	…port-export/src/utilities/processRichTextField.spec.ts	85	// ─── Numeric property coercion ───────────────────────────────────────────────	COMMENT
MEDIUM	…port-export/src/utilities/processRichTextField.spec.ts	134	// ─── Recursive children processing ──────────────────────────────────────────	COMMENT
MEDIUM	…port-export/src/utilities/processRichTextField.spec.ts	185	// ─── Nested non-children objects ─────────────────────────────────────────────	COMMENT
MEDIUM	…port-export/src/utilities/processRichTextField.spec.ts	202	// ─── Full Lexical document round-trips ───────────────────────────────────────	COMMENT

Hallucination Indicators15 hits · 160 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/db-mongodb/src/types.ts	130	* const { rows: posts } = await payload.db.collections.posts.collection.find({ session }).toArray()	COMMENT
CRITICAL	packages/db-mongodb/src/types.ts	161	* const { rows: posts } = await payload.db.collections.posts.collection.find({ session }).toArray()	COMMENT
CRITICAL	…kages/db-mongodb/src/utilities/buildJoinAggregation.ts	399	adapter.payload.config.localization.localeCodes.forEach((code) => {	CODE
CRITICAL	…s/payload/src/hierarchy/resolveHierarchyCollections.ts	462	const hasTab = config.admin.components.sidebar.tabs.some((tab) => tab.slug === tabSlug)	CODE
CRITICAL	…s/payload/src/hierarchy/resolveHierarchyCollections.ts	465	config.admin.components.sidebar.tabs.push({	CODE
CRITICAL	packages/plugin-multi-tenant/src/index.ts	277	const hasAssignTenantTrigger = collection.admin.components.edit.editMenuItems.some(	CODE
CRITICAL	packages/plugin-multi-tenant/src/index.ts	293	collection.admin.components.edit.editMenuItems.push({ path: assignTenantTriggerPath })	CODE
CRITICAL	packages/drizzle/src/queries/getTableColumnFromPath.ts	142	const matchedLocale = adapter.payload.config.localization.localeCodes.find(	CODE
CRITICAL	packages/drizzle/src/sqlite/init.ts	19	locales = this.payload.config.localization.locales.map(({ code }) => code)	CODE
CRITICAL	packages/drizzle/src/utilities/blocksToJsonMigrator.ts	355	for (const collection of this.adapter.payload.config.collections.filter(entityHasBlocksField)) {	CODE
CRITICAL	packages/drizzle/src/utilities/blocksToJsonMigrator.ts	367	for (const globalConfig of this.adapter.payload.config.globals.filter(entityHasBlocksField)) {	CODE
CRITICAL	packages/drizzle/src/utilities/blocksToJsonMigrator.ts	407	for (const collection of this.adapter.payload.config.collections.filter(entityHasBlocksField)) {	CODE
CRITICAL	packages/drizzle/src/utilities/blocksToJsonMigrator.ts	484	for (const globalConfig of this.adapter.payload.config.globals.filter(entityHasBlocksField)) {	CODE
CRITICAL	packages/drizzle/src/postgres/init.ts	29	this.payload.config.localization.locales.map(({ code }) => code) as [string, ...string[]],	CODE
CRITICAL	packages/drizzle/src/transform/read/traverseFields.ts	453	adapter.payload.config.localization.localeCodes.reduce((acc, code) => {	CODE

Fake / Example Data124 hits · 134 pts

Severity	File	Line	Snippet	Context
LOW	test/evals/datasets/config/codegen.ts	27	'Add an onInit hook that creates a default admin user with email "admin@example.com" and role "admin" if no users	CODE
LOW	test/evals/datasets/config/codegen.ts	30	'onInit async function receiving payload, uses payload.find or payload.count on users collection, conditionally	CODE
LOW	test/lexical/collections/Lexical/loremIpsum.ts	2	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellentesque. Nunc posue	CODE
LOW	test/lexical/collections/Lexical/loremIpsum.ts	2	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellentesque. Nunc posue	CODE
LOW	test/lexical/collections/OnDemandForm/e2e.spec.ts	59	'placeholder',	CODE
LOW	test/lexical/collections/OnDemandForm/e2e.spec.ts	63	'placeholder',	CODE
LOW	test/lexical/collections/OnDemandForm/e2e.spec.ts	111	'placeholder',	CODE
LOW	test/lexical/collections/OnDemandForm/e2e.spec.ts	115	'placeholder',	CODE
LOW	test/lexical/collections/LexicalLinkFeature/e2e.spec.ts	81	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
LOW	test/lexical/collections/LexicalLinkFeature/e2e.spec.ts	81	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
LOW	test/lexical/collections/LexicalLinkFeature/e2e.spec.ts	284	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
LOW	test/lexical/collections/LexicalLinkFeature/e2e.spec.ts	284	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
LOW	test/lexical/collections/RichText/loremIpsum.ts	2	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellentesque. Nunc posue	CODE
LOW	test/lexical/collections/RichText/loremIpsum.ts	2	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellentesque. Nunc posue	CODE
LOW	…exical/collections/RichText/generateLexicalRichText.ts	285	text: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellen	CODE
LOW	…exical/collections/RichText/generateLexicalRichText.ts	285	text: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellen	CODE
LOW	…exical/collections/RichText/generateLexicalRichText.ts	303	text: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellen	CODE
LOW	…exical/collections/RichText/generateLexicalRichText.ts	303	text: 'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nam hendrerit nisi sed sollicitudin pellen	CODE
LOW	test/base-access/int.spec.ts	169	email: 'admin@example.com',	CODE
LOW	test/base-access/int.spec.ts	192	email: 'admin@example.com',	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	165	const acmeCard = page.locator('.document-card', { hasText: 'Acme Corp' })	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	170	await acmeCard.getByRole('link', { name: 'Acme Corp', exact: true }).press('Enter')	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	171	await expect(page.getByRole('heading', { name: 'Acme Corp' })).toBeVisible()	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	178	const acmeLink = page.getByRole('link', { name: 'Acme Corp', exact: true })	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	183	await expect(page.getByRole('heading', { name: 'Acme Corp' })).toBeVisible()	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	199	const acmeCard = page.locator('.document-card', { hasText: 'Acme Corp' })	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	200	const acmeLink = acmeCard.getByRole('link', { name: 'Acme Corp', exact: true })	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	207	await expect(page.getByRole('heading', { name: 'Acme Corp' })).toBeVisible()	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	289	await page.getByRole('link', { name: 'Acme Corp', exact: true }).click()	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	290	await expect(page.getByRole('heading', { name: 'Acme Corp' })).toBeVisible()	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	294	await expect(stepNav.getByText('Acme Corp', { exact: true })).toBeVisible()	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	295	await expect(stepNav.getByRole('link', { name: 'Acme Corp', exact: true })).toHaveCount(0)	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	302	await expect(stepNav.getByRole('link', { name: 'Acme Corp', exact: true })).toHaveAttribute(	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	333	await stepNav.getByRole('link', { name: 'Acme Corp', exact: true }).press('Enter')	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	334	await expect(page.getByRole('heading', { name: 'Acme Corp' })).toBeVisible()	CODE
LOW⚡	test/hierarchy/e2e.spec.ts	342	await expect(stepNav).not.toContainText('Acme Corp')	CODE
LOW	test/hierarchy/e2e.spec.ts	227	const acmeLink = page.getByRole('link', { name: 'Acme Corp', exact: true })	CODE
LOW	test/hierarchy/e2e.spec.ts	232	await expect(page.getByRole('heading', { name: 'Acme Corp' })).toBeVisible()	CODE
LOW	test/hierarchy/e2e.spec.ts	278	findOrganization('Acme Corp'),	CODE
LOW	test/hierarchy/e2e.spec.ts	316	await expect(stepNav.getByRole('link', { name: 'Acme Corp', exact: true })).toHaveAttribute(	CODE
LOW	test/hierarchy/e2e.spec.ts	359	await expect(tree.getByText('Acme Corp')).toBeVisible()	CODE
LOW	test/hierarchy/e2e.spec.ts	780	await tree.getByText('Acme Corp').click()	CODE
LOW	test/hierarchy/seed.ts	54	data: { title: 'Acme Corp' },	CODE
LOW	test/auth/int.spec.ts	1060	data: { apiKey, email: 'user@example.com', password: 'Password123' },	CODE
LOW	test/auth/int.spec.ts	1065	data: { email: 'user@example.com', password: 'Password123' },	CODE
LOW	test/auth/int.spec.ts	1082	data: { email: 'user@example.com', password: 'Password123' },	CODE
LOW⚡	test/auth/int.spec.ts	3034	expect(emailValidation('user@example.com', mockContext)).toBe(true)	CODE
LOW⚡	test/auth/int.spec.ts	3036	expect(emailValidation('user-name@example.org', mockContext)).toBe(true)	CODE
LOW⚡	test/auth/int.spec.ts	3038	expect(emailValidation("user'payload@example.org", mockContext)).toBe(true)	CODE
LOW⚡	test/auth/int.spec.ts	3044	expect(emailValidation('"user@example.com"', mockContext)).toBe('validation:emailAddress')	CODE
LOW	test/admin/slugs.ts	23	export const placeholderCollectionSlug = 'placeholder'	CODE
LOW	test/admin/payload-types.ts	97	\| 'placeholder'	CODE
LOW	test/admin/payload-types.ts	149	\| 'placeholder'	CODE
LOW	test/admin/payload-types.ts	448	* This is a very long description that takes many characters to complete and hopefully will wrap instead of push the	COMMENT
LOW	test/admin/payload-types.ts	448	* This is a very long description that takes many characters to complete and hopefully will wrap instead of push the	COMMENT
LOW	test/admin/payload-types.ts	919	* via the `definition` "placeholder".	COMMENT
LOW	test/admin/payload-types.ts	1308	relationTo: 'placeholder';	CODE
LOW	test/admin/payload-types.ts	2383	\| 'placeholder'	CODE
LOW	test/admin/payload-types.ts	2441	\| 'placeholder'	CODE
LOW	test/admin/e2e/list-view/e2e.spec.ts	1937	describe('placeholder', () => {	CODE
64 more matches not shown…

Structural Annotation Overuse78 hits · 128 pts

Severity	File	Line	Snippet	Context
LOW	test/plugin-nested-docs/int.spec.ts	208	// Step 1: Create parent page and publish it	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	220	// Step 2: Create child page and publish it	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	243	// Step 3: Make unpublished changes to child (creates a draft version)	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	254	// Step 4: Re-publish the parent (triggers resaveChildren)	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	266	// Step 5: Verify the child's published version is still accessible	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	279	// Step 6: Verify the draft version is also still accessible	COMMENT
LOW	test/versions/int.spec.ts	6492	// Step 1: Create doc without blocks (simulates autosave before blocks are added)	COMMENT
LOW	test/versions/int.spec.ts	6503	// Step 2: Update with blocks	COMMENT
LOW	test/versions/int.spec.ts	6521	// Step 3: Publish only English locale	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2364	// Step 1: Create and save a document without blocks	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2370	// Step 2: Add a block via API (simpler and more reliable than UI interaction)	COMMENT
LOW	test/versions/e2e.spec.ts	2387	// Step 3: Publish specific locale (English) via API	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2406	// Step 4: Verify blocks survived with metadata intact	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2411	// Step 5: Verify via find (reload from DB)	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	841	// Step 1: Go to list view and verify default columns are shown initially	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	851	// Step 2: Apply query preset (the "Default Columns" preset seeded for this collection)	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	854	// Step 3: Remove the query preset	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	857	// Step 4: Verify default columns are STILL shown after clearing preset	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	863	// Step 5: Navigate away and back (fresh navigation without URL params)	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	867	// Step 6: Verify default columns are STILL shown after fresh page load	COMMENT
LOW	test/localization/testMigration.ts	42	// Step 1: Create test data	COMMENT
LOW	test/localization/testMigration.ts	59	// Step 2: Check "before" state	COMMENT
LOW	test/localization/testMigration.ts	91	// Step 3: Run migration	COMMENT
LOW	test/localization/testMigration.ts	108	// Step 4: Check "after" state	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	108	// Step 3: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	116	// Step 4: Verify "after" state	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	224	// Step 2: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	232	// Step 3: Verify that version__status column was added to locales table	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	989	// Step 3: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	995	// Step 4: Verify "after" state - version._status should now be an object	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1022	// Step 1: Insert a main collection doc (old format)	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1030	// Step 2: Insert an old-format version with publishedLocale: 'en'	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1044	// Step 3: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1050	// Step 4: Verify the latest version has correct per-locale statuses	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	81	// Step 1: Create some test data	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	96	// Step 2: Verify "before" state	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	180	// Step 1: Create test data via raw SQL	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	244	// Step 4: Verify migration completed successfully	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	959	// Step 1: Create a post with a version	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	974	// Step 2: Get MongoDB connection and verify "before" state	COMMENT
LOW	.agents/skills/ui4-convert-tests/SKILL.md	20	### Step 1: Analyze What Changed	COMMENT
LOW	.agents/skills/ui4-convert-tests/SKILL.md	67	### Step 2: Find Affected Tests	COMMENT
LOW	.agents/skills/ui4-convert-tests/SKILL.md	94	### Step 3: Analyze Test Dependencies	COMMENT
LOW	.agents/skills/ui4-convert-tests/SKILL.md	114	### Step 4: Categorize Fixes Needed	COMMENT
LOW	.agents/skills/ui4-convert-tests/SKILL.md	126	### Step 5: Run Affected Tests	COMMENT
LOW	.agents/skills/ui4-convert-tests/SKILL.md	144	### Step 6: Apply Fixes	COMMENT
LOW	.agents/skills/ui4-convert-tests/SKILL.md	195	### Step 7: Verify Fixes	COMMENT
LOW	.agents/skills/ui4/SKILL.md	14	### Step 0: Icon Scan	COMMENT
LOW	.agents/skills/ui4/SKILL.md	95	### Step 1: SCSS → CSS Migration	COMMENT
LOW	.agents/skills/ui4/SKILL.md	296	### Step 2: Analyze Figma Component Variants	COMMENT
LOW	.agents/skills/ui4/SKILL.md	344	### Step 3: Restyle to Match Figma	COMMENT
LOW	.agents/skills/ui4/SKILL.md	383	### Step 4: Ensure Test Collection Has All Variants	COMMENT
LOW	.agents/skills/ui4/SKILL.md	409	### Step 5: Verify with Playwright (LOOP)	COMMENT
LOW	.agents/skills/ui4/SKILL.md	457	### Step 6: User Confirmation	COMMENT
LOW	.agents/skills/ui4/SKILL.md	510	## Step 7: Write Variant E2E Tests	COMMENT
LOW	.agents/skills/ui4/SKILL.md	619	## Step 8: Run ui4-review	COMMENT
LOW	.agents/skills/ui4-review/SKILL.md	32	### Step 1: Get Changed CSS Files	COMMENT
LOW	.agents/skills/ui4-review/SKILL.md	40	### Step 2: Parallel Violation Detection	COMMENT
LOW	.agents/skills/ui4-review/SKILL.md	69	### Step 3: Auto-Fix by Priority	COMMENT
LOW	.agents/skills/ui4-review/SKILL.md	77	### Step 4: Report	COMMENT
18 more matches not shown…

Verbosity Indicators43 hits · 75 pts

Severity	File	Line	Snippet	Context
LOW	test/plugin-nested-docs/int.spec.ts	208	// Step 1: Create parent page and publish it	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	220	// Step 2: Create child page and publish it	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	243	// Step 3: Make unpublished changes to child (creates a draft version)	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	254	// Step 4: Re-publish the parent (triggers resaveChildren)	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	266	// Step 5: Verify the child's published version is still accessible	COMMENT
LOW	test/plugin-nested-docs/int.spec.ts	279	// Step 6: Verify the draft version is also still accessible	COMMENT
LOW	test/versions/int.spec.ts	6492	// Step 1: Create doc without blocks (simulates autosave before blocks are added)	COMMENT
LOW	test/versions/int.spec.ts	6503	// Step 2: Update with blocks	COMMENT
LOW	test/versions/int.spec.ts	6521	// Step 3: Publish only English locale	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2364	// Step 1: Create and save a document without blocks	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2370	// Step 2: Add a block via API (simpler and more reliable than UI interaction)	COMMENT
LOW	test/versions/e2e.spec.ts	2387	// Step 3: Publish specific locale (English) via API	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2406	// Step 4: Verify blocks survived with metadata intact	COMMENT
LOW⚡	test/versions/e2e.spec.ts	2411	// Step 5: Verify via find (reload from DB)	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	841	// Step 1: Go to list view and verify default columns are shown initially	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	851	// Step 2: Apply query preset (the "Default Columns" preset seeded for this collection)	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	854	// Step 3: Remove the query preset	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	857	// Step 4: Verify default columns are STILL shown after clearing preset	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	863	// Step 5: Navigate away and back (fresh navigation without URL params)	COMMENT
LOW⚡	test/query-presets/e2e.spec.ts	867	// Step 6: Verify default columns are STILL shown after fresh page load	COMMENT
LOW	test/localization/testMigration.ts	42	// Step 1: Create test data	COMMENT
LOW	test/localization/testMigration.ts	59	// Step 2: Check "before" state	COMMENT
LOW	test/localization/testMigration.ts	91	// Step 3: Run migration	COMMENT
LOW	test/localization/testMigration.ts	108	// Step 4: Check "after" state	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	108	// Step 3: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	116	// Step 4: Verify "after" state	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	224	// Step 2: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	232	// Step 3: Verify that version__status column was added to locales table	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	989	// Step 3: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	995	// Step 4: Verify "after" state - version._status should now be an object	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1022	// Step 1: Insert a main collection doc (old format)	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1030	// Step 2: Insert an old-format version with publishedLocale: 'en'	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1044	// Step 3: Run the migration	COMMENT
LOW⚡	test/localization/localizeStatus.int.spec.ts	1050	// Step 4: Verify the latest version has correct per-locale statuses	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	81	// Step 1: Create some test data	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	96	// Step 2: Verify "before" state	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	180	// Step 1: Create test data via raw SQL	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	244	// Step 4: Verify migration completed successfully	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	959	// Step 1: Create a post with a version	COMMENT
LOW	test/localization/localizeStatus.int.spec.ts	974	// Step 2: Get MongoDB connection and verify "before" state	COMMENT
LOW	…kages/ui/src/views/List/enrichDocsWithVersionStatus.ts	27	// We need to check if these drafts have a published version	COMMENT
LOW	packages/richtext-lexical/src/types/schema.ts	40	// Step 1: build the schema for every node type allowed in this field.	COMMENT
LOW	packages/richtext-lexical/src/types/schema.ts	76	// Step 2: get the final node union name, then replace the placeholder	COMMENT

Over-Commented Block50 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	sentry.client.config.ts	21	// ...	COMMENT
LOW	test/vite.tanstack.config.ts	1	import { withPayload } from '@payloadcms/tanstack-start'	COMMENT
LOW	test/vite.tanstack.config.ts	41	}	COMMENT
LOW	test/vite.tanstack.config.ts	81	emulatedCloudEnv.NEXT_PUBLIC_VERCEL_BLOB_API_URL,	COMMENT
LOW	test/docker-compose.yml	1	name: payload-monorepo	COMMENT
LOW	test/vitest.setup.ts	21	// return Promise.resolve({	COMMENT
LOW	test/runTestsWithSummary.ts	121	function parseTestResults(output: string): { passed: number; total: number } {	COMMENT
LOW	test/storage-r2/cloudflare-env.d.ts	8361	// The client ID of the client that published this message.	COMMENT
LOW	test/storage-r2/cloudflare-env.d.ts	8501	// - Stubable types are replaced by stubs.	COMMENT
LOW	test/storage-r2/cloudflare-env.d.ts	8521	// Rewrites all methods/properties to be `MethodOrProperty`s, while preserving callable types.	COMMENT
LOW	test/storage-r2/cloudflare-env.d.ts	8541	// declaration will be merged with this one.	COMMENT
LOW	test/storage-r2/cloudflare-env.d.ts	8861	// Single id for the entire top-level invocation	COMMENT
LOW	test/evals/cli.ts	1	// Interactive / flag-driven launcher for the Payload eval suite.	COMMENT
LOW	test/types/types.spec.ts	1321	type NodeType = DefaultTypedEditorState['root']['children'][number]	COMMENT
LOW	test/lexical/seed.ts	41	import { seedDB } from '../__helpers/shared/clearAndSeed/seed.js'	COMMENT
LOW	test/lexical/seed.ts	61	// import { tabsDoc } from './collections/Tabs/shared.js'	COMMENT
LOW	test/lexical/seed.ts	81	// lexicalRelationshipFieldsSlug,	COMMENT
LOW	test/auth/tanstackServerFunctions.ts	1	// Imported for its side effect by the base app's `_payload` route via	COMMENT
LOW	test/admin/e2e/visual/e2e.spec.ts	61	// badge — a stand-in for the everyday case of someone changing a component's styling without	COMMENT
LOW	…helpers/shared/db/mongodb/docker-compose-entrypoint.sh	1	#!/bin/bash	COMMENT
LOW	test/localization-rtl/e2e.spec.ts	1	// I'm not sure why this suite exists without tests.	COMMENT
LOW	test/scripts/run-visual-docker.sh	1	#!/usr/bin/env bash	COMMENT
LOW	test/scripts/run-visual-docker.sh	121	TTY_FLAGS="-it"	COMMENT
LOW	test/joins/collections/Categories.ts	21	// label: 'Unnamed tab',	COMMENT
LOW	test/queues/schedules-autocron.int.spec.ts	61	// Second 2: Autoschedule runs => schedules 1 job	COMMENT
LOW	test/fields/seed.ts	161	// depth: 0,	COMMENT
LOW	test/fields/seed.ts	181	// ],	COMMENT
LOW	test/plugin-form-builder/config.ts	101	upload: true,	COMMENT
LOW	.agents/skills/triage-ci-flake/SKILL.md	161	3. ALWAYS wait for server ready confirmation before running tests	COMMENT
LOW	.agents/skills/triage-ci-flake/SKILL.md	201	```bash	COMMENT
LOW	packages/ui/bundle.js	81	packages: 'external',	COMMENT
LOW	packages/ui/src/elements/Popup/index.tsx	681		COMMENT
LOW	packages/ui/src/elements/Popup/index.tsx	701		COMMENT
LOW	packages/ui/src/elements/Link/formatUrl.ts	1	// Format function modified from nodejs	COMMENT
LOW	packages/ui/src/views/Document/index.tsx	141		COMMENT
LOW	…kages/ui/src/views/List/enrichDocsWithVersionStatus.ts	41	// 1. A draft version (latest=true, _status='draft')	COMMENT
LOW	packages/payload/src/utilities/dependencies/realPath.ts	21	// https://sun0day.github.io/blog/vite/why-vite4_3-is-faster.html#fs-realpathsync-issue	COMMENT
LOW	packages/plugin-import-export/src/export/getFields.ts	181	label: ({ t }) => t('general:no'),	COMMENT
LOW	packages/tanstack-start/src/adapters/views/server.tsx	81	// segments. Passing an empty array makes the shared `renderRoot` build	COMMENT
LOW	packages/tanstack-start/src/withPayload/index.ts	181	// force-bundled `@payloadcms/ui` / `@payloadcms/translations`, and Vite would	COMMENT
LOW	…/tanstack-start/src/withPayload/config/optimizeDeps.ts	41	// references, which `@vitejs/plugin-rsc` warns about ("client component	COMMENT
LOW	…/tanstack-start/src/withPayload/config/optimizeDeps.ts	101	'@payloadcms/ui > use-context-selector',	COMMENT
LOW	…/tanstack-start/src/withPayload/config/optimizeDeps.ts	121	'react/compiler-runtime',	COMMENT
LOW	.github/workflows/main.yml	501		COMMENT
LOW	.github/workflows/main.yml	521	# - --workers=1: Forces serial execution within each shard. Added when parallel=false.	COMMENT
LOW	templates/with-cloudflare-d1/cloudflare-env.d.ts	10981	// itself.	COMMENT
LOW	templates/with-cloudflare-d1/cloudflare-env.d.ts	11121	} : T	COMMENT
LOW	templates/with-cloudflare-d1/cloudflare-env.d.ts	11161	>	COMMENT
LOW	templates/with-cloudflare-d1/cloudflare-env.d.ts	11181	// mainModule: typeof import("my-main-module");	COMMENT
LOW	templates/with-cloudflare-d1/cloudflare-env.d.ts	11561	\| Log	COMMENT

Magic Placeholder Names9 hits · 45 pts

Severity	File	Line	Snippet	Context
HIGH	examples/localization/src/endpoints/seed/post-1.ts	175	code: "async function generateText(prompt) {\n const apiKey = 'your-api-key';\n const apiUrl = 'https:	CODE
HIGH	examples/localization/src/endpoints/seed/post-1.ts	480	code: "async function generateText(prompt) {\n const apiKey = 'your-api-key';\n const apiUrl = 'https:	CODE
HIGH	…es/create-payload-app/src/lib/manage-env-files.spec.ts	63	`# Added by Payload\nPAYLOAD_SECRET=YOUR_SECRET_HERE\nDATABASE_URL=your-connection-string-here`,	CODE
HIGH	…es/create-payload-app/src/lib/manage-env-files.spec.ts	90	`DATABASE_URL=example-connection-string\nCUSTOM_VAR=custom-value\nPAYLOAD_SECRET=YOUR_SECRET_HERE\n# Added by Payl	CODE
HIGH	…es/create-payload-app/src/lib/manage-env-files.spec.ts	124	`# Added by Payload\nPAYLOAD_SECRET=YOUR_SECRET_HERE\nDATABASE_URL=example-connection-string\nCUSTOM_VAR=custom-va	CODE
HIGH	packages/create-payload-app/src/lib/manage-env-files.ts	35	withDefaults += '\nPAYLOAD_SECRET=YOUR_SECRET_HERE'	CODE
HIGH	packages/create-payload-app/src/lib/manage-env-files.ts	68	line = `PAYLOAD_SECRET=${payloadSecret \|\| 'YOUR_SECRET_HERE'}`	CODE
HIGH	templates/website/src/endpoints/seed/post-1.ts	189	code: "async function generateText(prompt) {\n const apiKey = 'your-api-key';\n const apiUrl = 'http	CODE
HIGH	…lates/with-vercel-website/src/endpoints/seed/post-1.ts	185	code: "async function generateText(prompt) {\n const apiKey = 'your-api-key';\n const apiUrl = 'http	CODE

Slop Phrases9 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/localization/src/endpoints/seed/post-1.ts	59	text: ' This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	examples/localization/src/endpoints/seed/post-2.ts	59	text: ' This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	examples/localization/src/endpoints/seed/post-3.ts	40	text: 'This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	templates/website/src/endpoints/seed/post-1.ts	70	text: ' This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	templates/website/src/endpoints/seed/post-2.ts	64	text: ' This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	templates/website/src/endpoints/seed/post-3.ts	45	text: 'This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	…lates/with-vercel-website/src/endpoints/seed/post-1.ts	69	text: ' This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	…lates/with-vercel-website/src/endpoints/seed/post-2.ts	63	text: ' This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE
MEDIUM	…lates/with-vercel-website/src/endpoints/seed/post-3.ts	44	text: 'This content is fabricated and for demonstration purposes only. To edit this post, ',	CODE

AI Slop Vocabulary5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	test/runTestsWithSummary.ts	152	// we might need a more robust parser. Vitest json reporter usually outputs minified JSON on one line unless configu	COMMENT
MEDIUM	test/scripts/run-visual-docker.sh	42	# Same precedence the rest of the test harness uses (see test/dbAdapters.ts and	COMMENT
MEDIUM	test/fields/collections/Row/e2e.spec.ts	227	// Also assert inline style contains the var (robust to other inline styles)	COMMENT
MEDIUM	test/fields/collections/Row/e2e.spec.ts	266	// Also assert inline style contains the var (robust to other inline styles)	COMMENT
MEDIUM	.vscode/settings.json	25	// Essentially disables bun test buttons	COMMENT

Redundant / Tautological Comments4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…helpers/shared/db/mongodb/docker-compose-entrypoint.sh	32	# Check if already initialized	COMMENT
LOW	.claude/hooks/post-write-format.sh	16	# Check if file exists	COMMENT
LOW	scripts/pack_to_dest.sh	16	# Check if packages/$package_name exists	COMMENT
LOW	scripts/pack_to_dest.sh	23	# Check if destination directory exists	COMMENT

Modern AI Meta-Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	tools/scripts/src/check-template-build-approvals.ts	47	// then merges the scaffold's allowBuilds into this same file, leaving the install otherwise	COMMENT
MEDIUM	.agents/skills/generate-translations/SKILL.md	18	- [Scaffolding New Plugin Translations](#scaffolding-new-plugin-translations)	CODE

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	test/docker-compose.yml	5	# Usage:	COMMENT
LOW	test/scripts/run-visual-docker.sh	9	# Usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	examples/remix/website/app/entry.server.tsx	17	export default function handleRequest(	CODE

payloadcms/payload

Open-Source Code Quality, Security and Technical Debt Review