1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-08-28

Last Push

9.3K

Stars

TypeScript

Language

284.9K

Lines of Code

1.5K

Files

321

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 5.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 251 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.2/100 · LOW

Are imports declared and package/API names verified? 52 finding(s).

Agent Over-Engineering Ratio 3.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 180 finding(s).

PR Review Velocity Impact 6.1/100 · LOW

Which changes need focused human review? 321 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 0HIGH 1MEDIUM 16LOW 304

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 321 distinct pattern matches across 10 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 Identifiers162 hits · 162 pts

Severity	File	Line	Snippet	Context
LOW	context/upload-progress-context.tsx	64	function getActiveUploadByteTotals(items: UploadItemState[]) {	CODE
LOW	app/(ee)/api/teams/[teamId]/directory-sync/route.ts	11	function isJacksonUnavailableError(error: unknown): boolean {	CODE
LOW	app/(ee)/api/teams/[teamId]/saml/route.ts	12	function isJacksonUnavailableError(error: unknown): boolean {	CODE
LOW	…uth)/auth/confirm-email-change/[token]/page-client.tsx	12	export default function ConfirmEmailChangePageClient() {	CODE
LOW	…cess-notifications/lib/report-denied-access-attempt.ts	8	export async function reportDeniedAccessAttempt(	CODE
LOW	ee/features/conversions/python/docx-sanitizer.py	119	def strip_numpages_fields_in_hf(tmp_dir: str) -> int:	CODE
LOW	…dataroom-freeze/lib/trigger/dataroom-freeze-archive.ts	444	async function cleanupIntermediateZipParts(	CODE
LOW	…s/emails/components/conversation-team-notification.tsx	16	export default function ConversationTeamNotification({	CODE
LOW	…ns/components/shared/conversation-document-context.tsx	16	export function ConversationDocumentContext({	CODE
LOW	…ponents/dashboard/conversations-not-enabled-banner.tsx	28	export function ConversationsNotEnabledBanner({	CODE
LOW	…features/conversations/pages/conversation-overview.tsx	65	export default function DataroomConversationsPage() {	CODE
LOW	ee/features/ai/components/agents-settings-card.tsx	352	function DataroomDocumentIndexingRow({	CODE
LOW	ee/features/ai/components/chat-message.tsx	65	function normalizeAssistantLinkHref(href?: string): string \| undefined {	CODE
LOW	…ures/ai/lib/chat/get-filtered-dataroom-document-ids.ts	11	export async function getFilteredDataroomDocumentIds(	CODE
LOW	ee/features/ai/lib/chat/send-message.ts	69	function extractPageNumberFromRecord(	CODE
LOW	ee/features/ai/lib/chat/send-message.ts	171	function stripTrailingReferencesSection(text: string): string {	CODE
LOW	ee/features/ai/lib/chat/send-message.ts	187	async function resolveReferencesFromCitations({	CODE
LOW	ee/features/ai/lib/chat/send-message.ts	382	async function generateSuggestedQuestions(	CODE
LOW	…b/file-processing/process-document-for-vector-store.ts	15	export async function processDocumentForVectorStore(	CODE
LOW	…/ai/lib/vector-stores/remove-file-from-vector-store.ts	8	export async function removeFileFromVectorStore(	CODE
LOW	…s/ai/lib/vector-stores/create-dataroom-vector-store.ts	10	export async function createDataroomVectorStore({	CODE
LOW	ee/stripe/utils.ts	16	function getHistoricalPlanFromPriceId(priceId: string, env: string) {	CODE
LOW	ee/stripe/webhooks/customer-subscription-deleted.ts	11	export async function customerSubscriptionDeleted(	CODE
LOW	ee/stripe/webhooks/customer-subscription-updated.ts	20	export async function customerSubsciptionUpdated(	CODE
LOW	components/upload-zone.tsx	179	function inferMimeFromExtensionMap(	CODE
LOW	components/sidebar-folders.tsx	230	export function SidebarFolderTreeSelection({	CODE
LOW	components/upload-notification.tsx	51	function downloadRejectedFileNames(files: RejectedFile[], downloadName: string) {	CODE
LOW	components/visitors/dataroom-participants-table.tsx	40	export function DataroomParticipantsTable({	CODE
LOW	components/visitors/visitor-useragent-placeholder.tsx	8	export default function VisitorUserAgentPlaceholder() {	CODE
LOW	components/emails/viewed-document-paused.tsx	18	export default function ViewedDocumentPausedEmail({	CODE
LOW	…mponents/emails/installed-integration-notification.tsx	18	export default function SlackIntegrationNotification({	CODE
LOW	components/emails/dataroom-digest-notification.tsx	20	export default function DataroomDigestNotification({	CODE
LOW	components/emails/year-in-review-papermark.tsx	35	export default function PapermarkYearInReviewEmail({	CODE
LOW	components/emails/viewed-dataroom-paused.tsx	18	export default function ViewedDataroomPausedEmail({	CODE
LOW	components/emails/dataroom-upload-notification.tsx	17	export default function DataroomUploadNotification({	CODE
LOW	components/agreements/agreement-row.tsx	318	function AgreementResponsesSection({	CODE
LOW	…ents/links/link-sheet/email-authentication-section.tsx	7	export default function EmailAuthenticationSection({	CODE
LOW	…nts/links/link-sheet/screenshot-protection-section.tsx	7	export default function ScreenshotProtectionSection({	CODE
LOW	components/links/link-sheet/upload-section/index.tsx	39	function SingleFolderSelectionModal({	CODE
LOW	components/links/link-sheet/upload-section/index.tsx	148	function MultiFolderSelectionModal({	CODE
LOW	components/view/viewer/viewer-surface-theme.tsx	36	export function ViewerSurfaceThemeProvider({	CODE
LOW	…ponents/view/dataroom/compact-dataroom-list-header.tsx	14	export function compactDataroomListGridClass(	CODE
LOW	…ponents/view/dataroom/compact-dataroom-list-header.tsx	43	export function CompactDataroomListHeader({	CODE
LOW	…nents/view/dataroom/viewer-download-progress-modal.tsx	59	export function ViewerDownloadProgressModal({	CODE
LOW	components/datarooms/move-dataroom-folder-modal.tsx	24	export function MoveToDataroomFolderModal({	CODE
LOW	components/datarooms/settings/introduction-settings.tsx	46	function generateIntroductionContent(	CODE
LOW	…nts/datarooms/groups/set-unified-permissions-modal.tsx	139	export function SetUnifiedPermissionsModal({	CODE
LOW	components/datarooms/actions/remove-document-modal.tsx	48	async function deleteDocumentsAndFolders(	CODE
LOW	components/datarooms/actions/remove-document-modal.tsx	189	export function useRemoveDataroomItemsModal({	CODE
LOW	components/datarooms/folders/selection-tree.tsx	137	export function SidebarFolderTreeSelection({	CODE
LOW	components/documents/edit-document-name-modal.tsx	44	function updateFolderDocumentsName(	CODE
LOW	components/documents/edit-document-name-modal.tsx	75	function updateDocNameInFolderTree(	CODE
LOW	components/documents/edit-document-name-modal.tsx	86	function updateDocNameInIncludeDocumentsTree(	CODE
LOW	components/documents/edit-document-name-modal.tsx	110	function updateDocNameInTeamDocuments(	CODE
LOW	components/documents/notion-accessibility-indicator.tsx	43	export default function NotionAccessibilityIndicator({	CODE
LOW	components/documents/actions/delete-documents-modal.tsx	58	async function deleteDocumentsAndFolders(	CODE
LOW	components/documents/actions/delete-documents-modal.tsx	278	export function useDeleteDocumentsAndFoldersModal({	CODE
LOW	components/billing/upgrade-plan-modal-with-discount.tsx	151	export function UpgradePlanModalWithDiscount({	CODE
LOW	lib/utils.ts	35	export function getFileNameWithPdfExtension(filename?: string): string {	CODE
LOW	lib/utils.ts	403	export function buildAttachmentDispositionForName(filename: string): string {	CODE
102 more matches not shown…

Fake / Example Data52 hits · 68 pts

Severity	File	Line	Snippet	Context
LOW⚡	locales/ja/access-form.json	12	"placeholder": "メールアドレスを入力",	CODE
LOW⚡	locales/ja/access-form.json	19	"placeholder": "パスコードを入力"	CODE
LOW⚡	locales/ja/access-form.json	23	"placeholder": "氏名を入力"	CODE
LOW	locales/ja/dataroom.json	15	"placeholder": "検索...",	CODE
LOW⚡	locales/it/access-form.json	12	"placeholder": "Inserisci l'e-mail",	CODE
LOW⚡	locales/it/access-form.json	19	"placeholder": "Inserisci il codice di accesso"	CODE
LOW⚡	locales/it/access-form.json	23	"placeholder": "Inserisci il tuo nome completo"	CODE
LOW	locales/it/dataroom.json	15	"placeholder": "Cerca...",	CODE
LOW⚡	locales/pt-BR/access-form.json	12	"placeholder": "Digite o e-mail",	CODE
LOW⚡	locales/pt-BR/access-form.json	19	"placeholder": "Digite o código de acesso"	CODE
LOW⚡	locales/pt-BR/access-form.json	23	"placeholder": "Digite seu nome completo"	CODE
LOW	locales/pt-BR/dataroom.json	15	"placeholder": "Buscar...",	CODE
LOW⚡	locales/nl/access-form.json	12	"placeholder": "E-mailadres invoeren",	CODE
LOW⚡	locales/nl/access-form.json	19	"placeholder": "Toegangscode invoeren"	CODE
LOW⚡	locales/nl/access-form.json	23	"placeholder": "Voer uw volledige naam in"	CODE
LOW	locales/nl/dataroom.json	15	"placeholder": "Zoeken ...",	CODE
LOW⚡	locales/de/access-form.json	12	"placeholder": "E-Mail eingeben",	CODE
LOW⚡	locales/de/access-form.json	19	"placeholder": "Zugangscode eingeben"	CODE
LOW⚡	locales/de/access-form.json	23	"placeholder": "Vollständigen Namen eingeben"	CODE
LOW	locales/de/dataroom.json	15	"placeholder": "Suchen ...",	CODE
LOW⚡	locales/fr/access-form.json	12	"placeholder": "Saisir l'e-mail",	CODE
LOW⚡	locales/fr/access-form.json	19	"placeholder": "Saisir le code d'accès"	CODE
LOW⚡	locales/fr/access-form.json	23	"placeholder": "Saisir votre nom complet"	CODE
LOW	locales/fr/dataroom.json	15	"placeholder": "Rechercher...",	CODE
LOW⚡	locales/es/access-form.json	12	"placeholder": "Introduzca el correo electrónico",	CODE
LOW⚡	locales/es/access-form.json	19	"placeholder": "Introduzca el código de acceso"	CODE
LOW⚡	locales/es/access-form.json	23	"placeholder": "Introduzca su nombre completo"	CODE
LOW	locales/es/dataroom.json	15	"placeholder": "Buscar...",	CODE
LOW⚡	locales/en/access-form.json	12	"placeholder": "Enter email",	CODE
LOW⚡	locales/en/access-form.json	19	"placeholder": "Enter passcode"	CODE
LOW⚡	locales/en/access-form.json	23	"placeholder": "Enter your full name"	CODE
LOW	locales/en/dataroom.json	15	"placeholder": "Search...",	CODE
LOW	.agents/skills/agent-browser/SKILL.md	25	agent-browser fill @e1 "user@example.com"	CODE
LOW	.agents/skills/agent-browser/SKILL.md	41	agent-browser fill @e1 "user@example.com" && agent-browser fill @e2 "password123" && agent-browser click @e3	CODE
LOW	.agents/skills/agent-browser/SKILL.md	234	agent-browser fill @e1 "Jane Doe"	CODE
LOW	…ents/skills/agent-browser/references/authentication.md	132	agent-browser fill @e1 "user@example.com"	CODE
LOW	…ents/skills/agent-browser/references/authentication.md	151	agent-browser fill @e1 "user@example.com"	CODE
LOW	…ents/skills/agent-browser/references/authentication.md	208	agent-browser fill @e1 "user@example.com"	CODE
LOW	…gents/skills/agent-browser/references/snapshot-refs.md	72	agent-browser fill @e10 "user@example.com"	CODE
LOW	…/skills/agent-browser/references/session-management.md	29	agent-browser --session auth fill @e1 "user@example.com"	CODE
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	32	# agent-browser fill @e1 "John Doe" # Text input	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	33	# agent-browser fill @e2 "user@example.com" # Email input	COMMENT
LOW	.agents/skills/gh-cli/SKILL.md	674	gh repo license mit --fullname "John Doe"	CODE
LOW	components/visitors/dataroom-visitors-table.tsx	515	<VisitorAvatar viewerEmail={"abc@example.org"} />	CODE
LOW	components/visitors/visitors-table.tsx	812	<VisitorAvatar viewerEmail={"abc@example.org"} />	CODE
LOW	components/emails/verification-link.tsx	17	email = "user@example.com",	CODE
LOW	components/welcome/dataroom-trial.tsx	213	placeholder="John Doe"	CODE
LOW	components/links/bulk-import-modal.tsx	57	"Acme Corp",	CODE
LOW⚡	…/links/link-sheet/custom-fields-panel/custom-field.tsx	144	<Label htmlFor="placeholder">Placeholder</Label>	CODE
LOW⚡	…/links/link-sheet/custom-fields-panel/custom-field.tsx	146	id="placeholder"	CODE
LOW⚡	…/links/link-sheet/custom-fields-panel/custom-field.tsx	149	onChange={(e) => handleInputChange(e, "placeholder")}	CODE
LOW	components/datarooms/dataroom-trial-modal.tsx	167	placeholder="John Doe"	CODE

Structural Annotation Overuse36 hits · 66 pts

Severity	File	Line	Snippet	Context
LOW	ee/features/security/sso/components/sso-login.tsx	38	// Step 1: Verify SSO is configured for this team	COMMENT
LOW	ee/features/security/sso/components/sso-login.tsx	58	// Step 2: Initiate SAML SSO via NextAuth's OAuth provider (with PKCE + state)	COMMENT
LOW	…dataroom-freeze/lib/trigger/dataroom-freeze-archive.ts	114	// Step 1: Create the documents zip(s) via Lambda (direct invocation)	COMMENT
LOW⚡	…dataroom-freeze/lib/trigger/dataroom-freeze-archive.ts	218	// Step 2: Generate audit logs CSV	COMMENT
LOW⚡	…dataroom-freeze/lib/trigger/dataroom-freeze-archive.ts	227	// Step 3: Generate Q&A CSV	COMMENT
LOW⚡	…es/billing/cancellation/api/automatic-unpause-route.ts	140	// Step 1: Remove the discount first	COMMENT
LOW⚡	…es/billing/cancellation/api/automatic-unpause-route.ts	143	// Step 2: Reset billing cycle to charge immediately (now that discount is removed)	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	20	# Step 1: Navigate to form	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	24	# Step 2: Snapshot to discover form elements	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	29	# Step 3: Fill form fields (customize these refs based on snapshot output)	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	46	# Step 4: Wait for submission	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	50	# Step 5: Verify result	COMMENT
LOW	.agents/skills/trigger-cost-savings/SKILL.md	47	### Step 1: Static Analysis (source code)	COMMENT
LOW	.agents/skills/trigger-cost-savings/SKILL.md	61	### Step 2: Run Analysis (requires MCP tools)	COMMENT
LOW	.agents/skills/trigger-cost-savings/SKILL.md	108	### Step 3: Generate Recommendations	COMMENT
LOW	.agents/skills/trigger-agents/SKILL.md	41	// Step 1: Generate	COMMENT
LOW	.agents/skills/trigger-agents/SKILL.md	53	// Step 2: Translate (only if gate passed)	COMMENT
LOW⚡	.agents/skills/trigger-agents/SKILL.md	157	// Step 1: Extract claims (sequential - need output first)	COMMENT
LOW⚡	.agents/skills/trigger-agents/SKILL.md	165	// Step 2: Fan-out - verify all claims in parallel	COMMENT
LOW⚡	.agents/skills/trigger-agents/SKILL.md	170	// Step 3: Fan-in - aggregate results	COMMENT
LOW⚡	.agents/skills/trigger-agents/references/waitpoints.md	211	// Step 1: AI generation	COMMENT
LOW⚡	.agents/skills/trigger-agents/references/waitpoints.md	214	// Step 2: Human review	COMMENT
LOW⚡	.agents/skills/trigger-agents/references/waitpoints.md	223	// Step 3: Final approval	COMMENT
LOW⚡	.agents/skills/trigger-agents/references/waitpoints.md	232	// Step 4: Publish	COMMENT
LOW	…ents/skills/trigger-agents/references/orchestration.md	130	// Step 1: Sequential preprocessing	COMMENT
LOW	…ents/skills/trigger-agents/references/orchestration.md	141	// Step 2: Parallel processing	COMMENT
LOW	…ents/skills/trigger-agents/references/orchestration.md	146	// Step 3: Sequential aggregation	COMMENT
LOW	components/documents/document-header.tsx	361	// Step 1: Enable AI agents on the document	COMMENT
LOW	components/documents/document-header.tsx	377	// Step 2: Index the document automatically	COMMENT
LOW	lib/files/put-file.ts	185	// Step 1: Initiate multipart upload	COMMENT
LOW	lib/files/put-file.ts	211	// Step 2: Get pre-signed URLs for parts	COMMENT
LOW	lib/files/put-file.ts	240	// Step 3: Upload parts in parallel (batches of 3)	COMMENT
LOW	lib/files/put-file.ts	281	// Step 4: Complete multipart upload	COMMENT
LOW	pages/api/file/s3/multipart.ts	176	// Step 1: Start multipart upload	COMMENT
LOW	pages/api/file/s3/multipart.ts	197	// Step 2: Generate pre-signed URLs for each part	COMMENT
LOW	pages/api/file/s3/multipart.ts	227	// Step 3: Complete multipart upload	COMMENT

Decorative Section Separators15 hits · 45 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/(ee)/api/scim/v2.0/[...directory]/route.ts	82	// ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	app/(ee)/api/scim/v2.0/[...directory]/route.ts	84	// ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…kills/agent-browser/templates/authenticated-session.sh	32	# ================================================================	COMMENT
MEDIUM	…kills/agent-browser/templates/authenticated-session.sh	34	# ================================================================	COMMENT
MEDIUM	…kills/agent-browser/templates/authenticated-session.sh	54	# ================================================================	COMMENT
MEDIUM	…kills/agent-browser/templates/authenticated-session.sh	56	# ================================================================	COMMENT
MEDIUM	…kills/agent-browser/templates/authenticated-session.sh	76	# ================================================================	COMMENT
MEDIUM	…kills/agent-browser/templates/authenticated-session.sh	78	# ================================================================	COMMENT
MEDIUM	components/view/dataroom/downloads-panel.tsx	80	// ── Session check ──────────────────────────────────────────────────	COMMENT
MEDIUM	components/view/dataroom/downloads-panel.tsx	110	// ── Fetch jobs ─────────────────────────────────────────────────────	COMMENT
MEDIUM	components/view/dataroom/downloads-panel.tsx	139	// ── Polling while jobs are in-flight ───────────────────────────────	COMMENT
MEDIUM	components/view/dataroom/downloads-panel.tsx	211	// ── OTP verified ───────────────────────────────────────────────────	COMMENT
MEDIUM	components/view/dataroom/downloads-panel.tsx	217	// ── Download helpers ───────────────────────────────────────────────	COMMENT
MEDIUM	components/view/dataroom/downloads-panel.tsx	249	// ── Formatters ─────────────────────────────────────────────────────	COMMENT
MEDIUM	components/view/dataroom/downloads-panel.tsx	294	// ── Render ─────────────────────────────────────────────────────────	COMMENT

Verbosity Indicators22 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	app/api/views-dataroom/route.ts	342	// If there is no session, then we need to check if the link is protected and enforce the checks	COMMENT
LOW	ee/features/security/sso/components/sso-login.tsx	38	// Step 1: Verify SSO is configured for this team	COMMENT
LOW	ee/features/security/sso/components/sso-login.tsx	58	// Step 2: Initiate SAML SSO via NextAuth's OAuth provider (with PKCE + state)	COMMENT
LOW	…dataroom-freeze/lib/trigger/dataroom-freeze-archive.ts	114	// Step 1: Create the documents zip(s) via Lambda (direct invocation)	COMMENT
LOW⚡	…dataroom-freeze/lib/trigger/dataroom-freeze-archive.ts	218	// Step 2: Generate audit logs CSV	COMMENT
LOW⚡	…dataroom-freeze/lib/trigger/dataroom-freeze-archive.ts	227	// Step 3: Generate Q&A CSV	COMMENT
LOW⚡	…es/billing/cancellation/api/automatic-unpause-route.ts	140	// Step 1: Remove the discount first	COMMENT
LOW⚡	…es/billing/cancellation/api/automatic-unpause-route.ts	143	// Step 2: Reset billing cycle to charge immediately (now that discount is removed)	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	20	# Step 1: Navigate to form	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	24	# Step 2: Snapshot to discover form elements	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	29	# Step 3: Fill form fields (customize these refs based on snapshot output)	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	46	# Step 4: Wait for submission	COMMENT
LOW⚡	…ents/skills/agent-browser/templates/form-automation.sh	50	# Step 5: Verify result	COMMENT
LOW	components/documents/document-header.tsx	361	// Step 1: Enable AI agents on the document	COMMENT
LOW	components/documents/document-header.tsx	377	// Step 2: Index the document automatically	COMMENT
LOW	lib/files/put-file.ts	185	// Step 1: Initiate multipart upload	COMMENT
LOW	lib/files/put-file.ts	211	// Step 2: Get pre-signed URLs for parts	COMMENT
LOW	lib/files/put-file.ts	240	// Step 3: Upload parts in parallel (batches of 3)	COMMENT
LOW	lib/files/put-file.ts	281	// Step 4: Complete multipart upload	COMMENT
LOW	pages/api/file/s3/multipart.ts	176	// Step 1: Start multipart upload	COMMENT
LOW	pages/api/file/s3/multipart.ts	197	// Step 2: Generate pre-signed URLs for each part	COMMENT
LOW	pages/api/file/s3/multipart.ts	227	// Step 3: Complete multipart upload	COMMENT

Over-Commented Block27 hits · 27 pts

Severity	File	Line	Snippet	Context
LOW	…nts/skills/agent-browser/templates/capture-workflow.sh	1	#!/bin/bash	COMMENT
LOW	…ents/skills/agent-browser/templates/form-automation.sh	1	#!/bin/bash	COMMENT
LOW	…ents/skills/agent-browser/templates/form-automation.sh	21	agent-browser open "$FORM_URL"	COMMENT
LOW	…kills/agent-browser/templates/authenticated-session.sh	1	#!/bin/bash	COMMENT
LOW	…kills/agent-browser/templates/authenticated-session.sh	81	#	COMMENT
LOW	…kills/agent-browser/templates/authenticated-session.sh	101	# # Save state for future runs	COMMENT
LOW	components/view/link-preview.tsx	261	title={linkName \|\| domain \|\| "Embedded content"}	COMMENT
LOW	components/view/link-preview.tsx	281	// - allow-forms: lets users submit forms (e.g. login on the	COMMENT
LOW	components/view/viewer/notion-page.tsx	381	getActiveDuration,	COMMENT
LOW	components/view/viewer/notion-page.tsx	401	// type: "scroll",	COMMENT
LOW	components/datarooms/add-viewer-modal.tsx	61	// }	COMMENT
LOW	components/analytics/visitors-table.tsx	161	// : "text-nowrap font-normal"	COMMENT
LOW	.github/workflows/cla.yml	41	#custom-notsigned-prcomment: 'pull request comment with Introductory message to ask new contributors to sign'	COMMENT
LOW	lib/integrations/slack/client.ts	41	// private decryptToken(accessToken: string): string {	COMMENT
LOW	lib/integrations/slack/client.ts	61	// }	COMMENT
LOW	lib/integrations/slack/client.ts	81	// redirect_uri: redirectUri,	COMMENT
LOW	lib/integrations/slack/client.ts	101	// }	COMMENT
LOW	lib/integrations/slack/client.ts	121	// if (!data.ok) {	COMMENT
LOW	lib/integrations/slack/client.ts	141	// "Content-Type": "application/json",	COMMENT
LOW	lib/swr/use-dataroom-stats.ts	61	// const { id: documentId } = router.query as {	COMMENT
LOW	pages/api/teams/[teamId]/datarooms/[id]/users/index.ts	21		COMMENT
LOW	pages/api/teams/[teamId]/datarooms/[id]/users/index.ts	41		COMMENT
LOW	pages/api/teams/[teamId]/datarooms/[id]/users/index.ts	61	// return res.status(403).end("Unauthorized to access this team");	COMMENT
LOW	pages/api/teams/[teamId]/datarooms/[id]/users/index.ts	81	// dataroomId,	COMMENT
LOW	pages/api/teams/[teamId]/datarooms/[id]/users/index.ts	101	// // create a new link for the invited group	COMMENT
LOW	pages/api/teams/[teamId]/datarooms/[id]/users/index.ts	121	// });	COMMENT
LOW	…/[teamId]/folders/manage/[folderId]/add-to-dataroom.ts	161	// });	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	ee/features/conversions/python/docx-sanitizer.py	115	except ValueError:	CODE

Deep Nesting3 hits · 3 pts

Severity	File	Line	Context
LOW	ee/features/conversions/python/docx-sanitizer.py	119	CODE
LOW	ee/features/conversions/python/docx-sanitizer.py	217	CODE
LOW	ee/features/conversions/python/docx-sanitizer.py	319	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/notion/utils.ts	335	// Try robust parser first (handles hyphenated and plain IDs)	COMMENT

Excessive Try-Catch Wrapping2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	ee/features/conversions/python/docx-sanitizer.py	302	except Exception as e:	CODE
LOW	ee/features/conversions/python/docx-sanitizer.py	372	except Exception as e:	CODE

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