2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

—

Last Push

—

Stars

—

Language

511.4K

Lines of Code

2.0K

Files

853

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 7.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 728 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 46 finding(s).

Agent Over-Engineering Ratio 7.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 616 finding(s).

PR Review Velocity Impact 9.6/100 · LOW

Which changes need focused human review? 853 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 0MEDIUM 90LOW 763

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 853 distinct pattern matches across 9 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 Identifiers537 hits · 530 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/app/(pages)/assistant/chat/[id]/page.tsx	21	function AssistantChatPageForWorkspace() {	CODE
LOW	…src/app/(pages)/organizations/[id]/settings/layout.tsx	9	export default function OrganizationSettingsLayout({	CODE
LOW	…)/organizations/[id]/settings/private-content/page.tsx	7	export default function OrganizationPrivateContentPage() {	CODE
LOW	…ges)/organizations/[id]/settings/(sections)/layout.tsx	6	export default function OrganizationSettingsSectionsLayout({	CODE
LOW	…pages)/organizations/[id]/settings/(sections)/page.tsx	5	export default function OrganizationGeneralSettingsPage() {	CODE
LOW	…anizations/[id]/settings/(sections)/providers/page.tsx	5	export default function OrganizationProvidersSettingsPage() {	CODE
LOW	…zations/[id]/settings/(sections)/privacy-data/page.tsx	5	export default function OrganizationPrivacyDataSettingsPage() {	CODE
LOW	…p/(pages)/organizations/[id]/settings/members/page.tsx	7	export default function OrganizationMembersSettingsPage() {	CODE
LOW	frontend/src/app/(pages)/settings/settingsStyles.ts	6	export function settingsTabButtonClassName(active: boolean) {	CODE
LOW	…ontend/src/app/(pages)/settings/organizations/page.tsx	5	export default function OrganizationsSettingsPage() {	CODE
LOW	…tend/src/app/(pages)/settings/connectors/page.test.tsx	153	async function reachAuthStepAndFirstPoll() {	CODE
LOW	frontend/src/app/(pages)/settings/connectors/page.tsx	231	function connectorPlaceholderClassName(connector: McpConnectorSummary) {	CODE
LOW	frontend/src/app/(pages)/settings/security/page.tsx	87	function isDuplicateFriendlyNameError(error: unknown) {	CODE
LOW	frontend/src/app/(pages)/settings/security/page.tsx	330	async function returnToSetupInstructions() {	CODE
LOW	frontend/src/app/(pages)/settings/security/page.tsx	435	async function handleLoginPreferenceToggle() {	CODE
LOW	frontend/src/app/(pages)/settings/models/page.tsx	369	function ReasoningPreferenceDropdown({	CODE
LOW	…ntend/src/app/(pages)/projects/[id]/assistant/page.tsx	120	function requestDeleteSelectedChats() {	CODE
LOW	…src/app/(pages)/projects/[id]/tabular-reviews/page.tsx	42	export default function ProjectTabularReviewsPage({ params }: Props) {	CODE
LOW	…src/app/(pages)/workflows/tabular-review/[id]/page.tsx	10	export default function TabularReviewWorkflowPage({ params }: Props) {	CODE
LOW	…/(pages)/library/templates/folders/[folderId]/page.tsx	10	export default function LibraryTemplateFolderPage({ params }: Props) {	CODE
LOW	…/library/templates/folders/[folderId]/presets/page.tsx	10	export default function LibraryTemplateFolderPresetsPage({ params }: Props) {	CODE
LOW	…end/src/app/(pages)/library/templates/presets/page.tsx	5	export default function LibraryPresetTemplatesPage() {	CODE
LOW	frontend/src/app/(pages)/tabular-reviews/page.tsx	60	function TabularReviewsWorkspacePage({ workspace }: { workspace?: string }) {	CODE
LOW	frontend/src/app/(pages)/tabular-reviews/page.tsx	174	function handleProjectFilterChange(value: string \| null) {	CODE
LOW	frontend/src/app/components/assistant/EditCard.tsx	21	export function applyOptimisticResolution(	CODE
LOW	…end/src/app/components/assistant/QuickActionsModal.tsx	34	function QuickActionsModalForWorkspace({	CODE
LOW	frontend/src/app/components/assistant/ModelToggle.tsx	31	export function mergeConfiguredModelOptions(	CODE
LOW	…/app/components/assistant/useAssistantDocumentPanel.ts	56	export function useAssistantDocumentPanel() {	CODE
LOW	…pp/components/assistant/AssistantDocumentPanelHost.tsx	24	export function AssistantDocumentPanelHost({	CODE
LOW	…nd/src/app/components/assistant/AssistantSidePanel.tsx	63	export function mergeAssistantSidePanelTab(	CODE
LOW	…nd/src/app/components/assistant/AssistantSidePanel.tsx	94	export function upsertAssistantSidePanelTab(	CODE
LOW	…nd/src/app/components/assistant/AssistantSidePanel.tsx	112	export function reorderAssistantSidePanelTabs(	CODE
LOW	…nd/src/app/components/assistant/AssistantSidePanel.tsx	197	export function maxAssistantSidePanelWidth(	CODE
LOW	…nd/src/app/components/assistant/AssistantSidePanel.tsx	208	export function defaultAssistantSidePanelWidth(	CODE
LOW	…d/src/app/components/assistant/panelDocumentVersion.ts	44	export async function resolvePanelDocumentVersionResult(	CODE
LOW	…/components/assistant/message/citationVerification.tsx	25	export function citationVerificationState(	CODE
LOW⚡	…/components/assistant/message/citationVerification.tsx	37	export function citationVerificationPillClassName(citation: Citation): string {	CODE
LOW⚡	…/components/assistant/message/citationVerification.tsx	43	export function citationVerificationDescription(	CODE
LOW⚡	…/components/assistant/message/citationVerification.tsx	50	export function citationVerificationAriaLabel(citation: Citation): string {	CODE
LOW⚡	…/components/assistant/message/citationVerification.tsx	57	export function CitationVerificationBadge({	CODE
LOW	…mponents/organizations/OrganizationGeneralSettings.tsx	61	export function OrganizationGeneralSettings() {	CODE
LOW	…onents/organizations/OrganizationProvidersSettings.tsx	20	export function OrganizationProvidersSettings() {	CODE
LOW	…rc/app/components/organizations/OrganizationModals.tsx	235	export function InviteOrganizationMemberModal({	CODE
LOW	…components/organizations/OrganizationSettingsShell.tsx	82	export function OrganizationSettingsProvider({	CODE
LOW	…components/organizations/OrganizationSettingsShell.tsx	185	export function OrganizationSettingsFrame({	CODE
LOW	…mponents/organizations/OrganizationDepartedMembers.tsx	203	export function OrganizationDepartedMembers({	CODE
LOW	frontend/src/app/components/ui/markdown-editor.tsx	431	function rememberTableInsertionSelection() {	CODE
LOW	…/src/app/components/settings/PersonalisationFields.tsx	52	export function personalisationInitialValues(profile: {	CODE
LOW	…src/app/components/settings/CourtListenerConnector.tsx	43	export function useCourtListenerConnector(workspace?: string) {	CODE
LOW	…/app/components/settings/CustomInstructionsSection.tsx	28	export function CustomInstructionsSection() {	CODE
LOW	…/components/settings/SettingsPersonalisationFields.tsx	10	export function SettingsPersonalisationFields({	CODE
LOW	…ontend/src/app/components/projects/NewProjectModal.tsx	182	async function createProjectFromDocuments() {	CODE
LOW	…ntend/src/app/components/projects/ProjectPageParts.tsx	567	function hasFilenameExtensionChange(previous: string, next: string) {	CODE
LOW	…ntend/src/app/components/projects/ProjectsOverview.tsx	279	function handlePracticeFilterChange(value: string \| null) {	CODE
LOW	…ntend/src/app/components/projects/ProjectWorkspace.tsx	155	function activeSectionFromSegments(	CODE
LOW	…/src/app/components/projects/ProjectAssistantTable.tsx	163	function handleCreatorFilterChange(value: string \| null) {	CODE
LOW	…/src/app/components/projects/ProjectAssistantTable.tsx	433	function ProjectAssistantLoadingRows() {	CODE
LOW	frontend/src/app/components/tabular/NewTRModal.test.tsx	438	async function attachFileOnDocumentsStep(filename: string) {	CODE
LOW	frontend/src/app/components/tabular/TabularCell.tsx	240	function handleCitationClickInOverlay(	CODE
LOW	…c/app/components/tabular/TabularReviewDetailsModal.tsx	23	export function TabularReviewDetailsModal({	CODE
477 more matches not shown…

Decorative Section Separators79 hits · 242 pts

Severity	File	Line	Snippet	Context
MEDIUM	…(pages)/projects/[id]/assistant/chat/[chatId]/page.tsx	413	// ── Tabs ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…(pages)/projects/[id]/assistant/chat/[chatId]/page.tsx	483	// ── Handlers ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…(pages)/projects/[id]/assistant/chat/[chatId]/page.tsx	669	// ── Upload ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…(pages)/projects/[id]/assistant/chat/[chatId]/page.tsx	921	// ── Folder handlers ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…(pages)/projects/[id]/assistant/chat/[chatId]/page.tsx	1183	// ── Resize handlers ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…ntend/src/app/components/projects/ProjectChatPanel.tsx	559	// ── Chat actions ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/app/components/documents/DocTable.tsx	1094	// ── Folder handlers ───────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/app/components/documents/DocTable.tsx	1321	// ── Doc/chat/review handlers ──────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/app/components/documents/DocTable.tsx	1579	// ── Drag & drop ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/app/components/documents/DocTable.tsx	2246	// ── Tree rendering ────────────────────────────────────────────────────────	COMMENT
MEDIUM	frontend/src/app/components/documents/DocTable.tsx	3311	// ── Loading skeleton ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…end/src/__tests__/integration/workflows.routes.test.ts	133	// ── GET /workflows (overview) ─────────────────────────────────────────	COMMENT
MEDIUM	…end/src/__tests__/integration/workflows.routes.test.ts	262	// ── GET /workflows/system ──────────────────────────────────────────────	COMMENT
MEDIUM	…end/src/__tests__/integration/workflows.routes.test.ts	328	// ── GET /workflows/ids (select-all-matching support) ──────────────────	COMMENT
MEDIUM	…end/src/__tests__/integration/workflows.routes.test.ts	438	// ── Organization workflows ────────────────────────────────────────────	COMMENT
MEDIUM	…end/src/__tests__/integration/workflows.routes.test.ts	671	// ── organization overrides are written as ONE statement ─────────────	COMMENT
MEDIUM	…end/src/__tests__/integration/workflows.routes.test.ts	926	// ── POST /workflows/:workflowId/assets/from-documents ─────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	211	// ── GET /projects (overview) ──────────────────────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	466	// ── directory search vs. the deny override ─────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	740	// ── GET /projects/ids (select-all-matching support) ──────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	778	// ── Active workspace ────────────────────────────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1238	// ── POST /projects (create) ───────────────────────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1381	// ── GET /projects/:projectId (detail, shared access helper) ───────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1508	// ── GET /projects/:projectId/people ─────────────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1604	// ── DELETE /projects/:projectId/folders/:folderId (role ladder) ──────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1662	// ── POST /projects/:projectId/folders (404 vs 403) ───────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1700	// ── GET /projects/:projectId/chats ────────────────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1825	// ── GET /projects/:projectId/documents (checkProjectAccess guard) ─────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1855	// ── PATCH /projects/:projectId ───────────────────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1882	// ── DELETE /projects/:projectId ───────────────────────────────────────	COMMENT
MEDIUM	…kend/src/__tests__/integration/projects.routes.test.ts	1968	// ── GET /projects/:projectId/export (tamper-evident manifest) ─────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	503	// ── GET /user/profile (MFA bootstrap path) ────────────────────────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	729	// ── PATCH /user/profile (appearance preference) ───────────────────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	852	// ── POST /user/profile (bootstrap upsert) ─────────────────────────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	1025	// ── GET /user/api-keys (presence without plaintext) ───────────────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	1075	// ── PUT /user/api-keys/:provider (crypto + MFA guard) ─────────────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	1748	// ── Data export endpoint (MFA-guarded) ─────────────────────────────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	1815	// ── Data deletion endpoints (MFA-guarded, cleanup helpers) ────────────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	2133	// ── GET /user/mcp-connectors/oauth/callback (popup hand-off page) ─────	COMMENT
MEDIUM	backend/src/__tests__/integration/user.routes.test.ts	2204	// ── PATCH /user/security/mfa-login (factor-gated, MFA-guarded) ────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	289	// ── GET /tabular-review/creators ──────────────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	326	// ── GET /tabular-review (overview) ────────────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	442	// ── POST /tabular-review (create) ─────────────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	845	// ── GET /tabular-review/:reviewId (detail) ────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	1044	// ── PATCH /tabular-review/:reviewId ───────────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	1218	// ── DELETE /tabular-review/:reviewId ──────────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	1347	// ── POST /tabular-review/:reviewId/clear-cells ────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	1471	// ── POST /tabular-review/:reviewId/regenerate-cell ────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	1706	// ── the write gate ────────────────────────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	2015	// ── server-owned generation: detach, resume, stop ─────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	2336	// ── POST /tabular-review/:reviewId/chat (streaming GUARDS only) ───────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	2586	// ── server-owned review chat: detach, resume, stop ────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	3018	// ── GET /tabular-review/:reviewId/chats ───────────────────────────────	COMMENT
MEDIUM	…ckend/src/__tests__/integration/tabular.routes.test.ts	3056	// ── DELETE / PATCH /tabular-review/:reviewId/chats/:chatId ────────────	COMMENT
MEDIUM	backend/src/modules/projects/projects.routes.ts	601	// ── Folder routes ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	scripts/stack.sh	89	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/stack.sh	91	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/stack.sh	133	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/stack.sh	135	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/stack.sh	271	# ---------------------------------------------------------------------------	COMMENT
19 more matches not shown…

Over-Commented Block177 hits · 177 pts

Severity	File	Line	Snippet	Context
LOW	.gitleaks.toml	1	# gitleaks config for the Secret scan workflow (.github/workflows/gitleaks.yml).	COMMENT
LOW	docker-compose.yml	1	# MikeOSS — full local stack, one `docker compose up`. No external accounts.	COMMENT
LOW	docker-compose.yml	61	# Enterprise SAML is opt-in. Set these in the Compose environment/root	COMMENT
LOW	docker-compose.yml	121	retries: 20	COMMENT
LOW	docker-compose.yml	321	condition: service_completed_successfully	COMMENT
LOW	docker-compose.yml	341	# env_file:	COMMENT
LOW	docker/db-init/adopt-ledger.sh	1	#!/usr/bin/env bash	COMMENT
LOW	frontend/tsconfig.build.json	1	{	COMMENT
LOW	frontend/vitest.setup.ts	1	import "@testing-library/jest-dom/vitest";	COMMENT
LOW	frontend/src/app/contexts/UserProfileContext.tsx	221		COMMENT
LOW	frontend/src/app/contexts/ChatHistoryContext.tsx	301	? { org_id: workspaceOrgId }	COMMENT
LOW	frontend/src/app/(pages)/settings/connectors/page.tsx	801	}	COMMENT
LOW	…jects/[id]/assistant/chat/[chatId]/page.roles.test.tsx	1	import { describe, expect, it, vi, beforeEach } from "vitest";	COMMENT
LOW	…end/src/app/components/assistant/AssistantChatPane.tsx	101	// load, which used to read "Viewing only — sending needs edit access" at	COMMENT
LOW	…d/src/app/components/assistant/panelDocumentVersion.ts	81	// visible when a document was missing. Every caller now has a reason to give,	COMMENT
LOW	…components/organizations/OrganizationSettingsShell.tsx	21	import { useItemWorkspace } from "@/app/hooks/useItemWorkspace";	COMMENT
LOW	…ontend/src/app/components/projects/NewProjectModal.tsx	81	const [pendingProject, setPendingProject] = useState<Project \| null>(null);	COMMENT
LOW	…ntend/src/app/components/projects/ProjectChatPanel.tsx	321		COMMENT
LOW	…ntend/src/app/components/tabular/TabularReviewView.tsx	221	const stopRequestedRef = useRef(false);	COMMENT
LOW	…ntend/src/app/components/tabular/TabularReviewView.tsx	421	-1,	COMMENT
LOW	…ntend/src/app/components/tabular/TabularReviewView.tsx	821	action: "show a generated cell",	COMMENT
LOW	…nd/src/app/components/workflows/WorkflowDetailPage.tsx	781	email: share.shared_with_email,	COMMENT
LOW	frontend/src/shared/ui/dropdown.tsx	21	// never hidden behind its host. A caller can still pass its own `z-*` class.	COMMENT
LOW	frontend/src/shared/lib/modelCatalog.ts	1	// The model catalog both clients build their pickers from: the web app (via	COMMENT
LOW	frontend/src/__tests__/architecture.test.ts	1	// Architecture fitness test — the frontend's build-boundary rules, executable.	COMMENT
LOW	desktop/scripts/fetch-local-stack.sh	1	#!/usr/bin/env bash	COMMENT
LOW	desktop/src/main.js	201	// callback); all http(s) hops must stay in the popup so window.opener	COMMENT
LOW	desktop/src/main.js	241	void resolveForeignNavigation(url, win.webContents);	COMMENT
LOW	desktop/src/local/supervisor.js	1	// The local stack supervisor — docker-compose reimplemented as a process	COMMENT
LOW	desktop/src/local/upgrade.test.js	1	// The desktop counterpart of .github/workflows/schema-drift.yml, run through	COMMENT
LOW	desktop/src/local/sql.js	1	// Applying a SQL file through the pure-JS `pg` client.	COMMENT
LOW	desktop/src/local/secrets.js	1	// Per-install secrets for the local stack, minted once on first run.	COMMENT
LOW	backend/tsconfig.test.json	1	// Type-checks the test suites, which the build tsconfig deliberately excludes	COMMENT
LOW	backend/supabase/config.toml	1	# For detailed configuration reference documentation, visit:	COMMENT
LOW	backend/supabase/config.toml	21	# without explicit GRANTs. When unset, new entities are NOT auto-exposed, matching the new cloud	COMMENT
LOW	backend/supabase/config.toml	121	# [storage.buckets.images]	COMMENT
LOW	backend/supabase/config.toml	161	# external_url = ""	COMMENT
LOW	backend/supabase/config.toml	181	# Allow/disallow anonymous sign-ins to your project.	COMMENT
LOW	backend/supabase/config.toml	201	[auth.rate_limit]	COMMENT
LOW	backend/supabase/config.toml	261		COMMENT
LOW	backend/supabase/config.toml	281	# inactivity_timeout = "8h"	COMMENT
LOW	backend/supabase/config.toml	321	# enroll_enabled = true	COMMENT
LOW	backend/supabase/config.toml	421	# Configures AWS_SECRET_ACCESS_KEY for S3 bucket	COMMENT
LOW	backend/scripts/migrate.sh	1	#!/usr/bin/env bash	COMMENT
LOW	backend/scripts/migrate.sh	21	# a file applied by hand (for example in the SQL editor).	COMMENT
LOW	backend/src/workerRuntime.ts	1	// Everything that processes background work, bundled behind one start/stop	COMMENT
LOW	backend/src/worker.ts	1	// Standalone worker entrypoint — run background workers as their own	COMMENT
LOW	backend/src/middleware/asyncRoute.ts	1	// Shared plumbing for async Express handlers.	COMMENT
LOW	backend/src/middleware/asyncRoute.ts	41	// Its only job is to attribute the failure to a router in the logs; the	COMMENT
LOW	backend/src/__tests__/workerEntrypoint.test.ts	1	import { describe, it, expect } from "vitest";	COMMENT
LOW	backend/src/__tests__/schemaOrder.test.ts	1	import { readFileSync } from "node:fs";	COMMENT
LOW	backend/src/__tests__/lifecycleGate.test.ts	1	import { describe, it, expect, afterEach } from "vitest";	COMMENT
LOW	…kend/src/__tests__/orgAccessFollowup.migration.test.ts	1	import { describe, it, expect } from "vitest";	COMMENT
LOW	backend/src/__tests__/architecture.test.ts	1	// Architecture fitness test — the backend's layering rules, executable.	COMMENT
LOW	backend/src/__tests__/architecture.test.ts	21	// visible and can only shrink (a ratchet).	COMMENT
LOW	…/src/__tests__/integration/asyncExports.routes.test.ts	1	import { describe, it, expect, vi, beforeEach } from "vitest";	COMMENT
LOW	…ckend/src/__tests__/integration/stack.supabase.test.ts	1	import { randomUUID } from "node:crypto";	COMMENT
LOW	backend/src/__tests__/integration/orgs.routes.test.ts	1	import { describe, it, expect, vi, beforeEach, afterEach } from "vitest";	COMMENT
LOW	…end/src/__tests__/integration/workflows.routes.test.ts	21	// ---------------------------------------------------------------------------	COMMENT
LOW	…__/integration/projects.directorySearch.routes.test.ts	1	import { describe, it, expect, vi, beforeEach } from "vitest";	COMMENT
117 more matches not shown…

Fake / Example Data46 hits · 50 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/app/signup/page.test.tsx	99	"placeholder",	CODE
LOW	…src/app/components/assistant/ChatView.actions.test.tsx	98	useAuth: () => ({ user: { id: "user-1", email: "user@example.com" } }),	CODE
LOW	…ntend/src/app/components/settings/ApiKeyField.test.tsx	55	expect(input).not.toHaveAttribute("placeholder");	CODE
LOW	…/src/app/components/projects/ProjectWorkspace.test.tsx	27	useAuth: () => ({ user: { id: "user-1", email: "user@example.com" } }),	CODE
LOW	…p/components/projects/ProjectWorkspace.errors.test.tsx	31	useAuth: () => ({ user: { id: "user-1", email: "user@example.com" } }),	CODE
LOW	…c/app/components/workflows/OpenSourceWorkflowModal.tsx	237	placeholder="Jane Doe"	CODE
LOW	…ponents/workflows/WorkflowDetailPage.recovery.test.tsx	29	useAuth: () => ({ user: { id: "user-1", email: "user@example.com" } }),	CODE
LOW	…src/app/components/playbooks/PlaybookRuleForm.test.tsx	110	expect(screen.getByLabelText(label)).not.toHaveAttribute("placeholder");	CODE
LOW	…d/src/app/components/playbooks/PlaybookEditor.test.tsx	190	expect(input).toHaveAttribute("placeholder", "Untitled rule");	CODE
LOW	frontend/src/app/login/page.test.tsx	88	"placeholder",	CODE
LOW	frontend/src/shared/lib/diagnosticVocabulary.test.ts	13	expect(diagnosticEvent({ tags: { operation: "Jane Doe's file.pdf", filename: "private.pdf" }, request: { data: "	CODE
LOW	…src/__tests__/integration/documentsFile.routes.test.ts	41	res.locals.userEmail = "user@example.com";	CODE
LOW	…s__/integration/orgDepartureRetention.postgres.test.ts	248	sql(`insert into public.user_profiles(user_id,display_name,email) values (${q(2)},'Jane Doe','departing@example.	CODE
LOW	…s__/integration/orgDepartureRetention.postgres.test.ts	260	{ kind: "chat", item_id: uid(64), title: "Standalone", former_user_id: uid(2), former_display_name: "Jane Do	CODE
LOW	backend/src/__tests__/integration/memory.routes.test.ts	30	res.locals.userEmail = "user@example.com";	CODE
LOW	…rc/__tests__/integration/storageAdapter.routes.test.ts	67	res.locals.userEmail = "user@example.com";	CODE
LOW	backend/src/lib/pdfText.test.ts	476	withPdf([[]], [[{ fieldName: "Name", fieldValue: "Jane Doe" }]]);	CODE
LOW	…end/src/lib/observability/sentryPrivacy.canary.test.ts	14	const CANARIES = ['Jane_Doe_NDA.pdf', 'Jane Doe', 'jane@acme-law.example', 'documents/u1/d1/source.pdf', 'Acme Corp v. D	CODE
LOW	…end/src/lib/observability/sentryPrivacy.canary.test.ts	44	const cause = Object.assign(new Error('AccessDenied for documents/u1/d1/source.pdf uploaded by jane@acme-law.example')	CODE
LOW	…end/src/lib/observability/sentryPrivacy.canary.test.ts	80	diagnosticEvent({ tags: { component: 'word-office', operation: 'word.edit_apply', stage: 'apply', office_code: 'Item	CODE
LOW	backend/src/lib/__tests__/userLookup.test.ts	101	expect(normalizeEmail(" User@Example.COM ")).toBe("user@example.com");	CODE
LOW⚡	backend/src/modules/chat/__tests__/chat.leave.test.ts	50	], "user@example.com");	CODE
LOW⚡	backend/src/modules/chat/__tests__/chat.leave.test.ts	56	await withChatLeaveAccess(db, Array.from({ length: 201 }, (_, i) => ({ id: String(i), project_id: null, access_r	CODE
LOW⚡	backend/src/modules/chat/__tests__/chat.leave.test.ts	62	expect(await withChatLeaveAccess(db, [{ id: "c", project_id: null, access_role: "viewer" }], "user@example.com")	CODE
LOW	…c/modules/projects/__tests__/projects.overview.test.ts	23	p_user_email: "user@example.com",	CODE
LOW	…c/modules/projects/__tests__/projects.overview.test.ts	70	p_user_email: "user@example.com",	CODE
LOW	…src/modules/tabular/__tests__/tabular.overview.test.ts	22	p_user_email: "user@example.com",	CODE
LOW	…src/modules/tabular/__tests__/tabular.overview.test.ts	67	p_user_email: "user@example.com",	CODE
LOW	…/src/modules/tabular/__tests__/tabular.history.test.ts	22	p_user_id: "u1", p_user_email: "user@example.com", p_review_ids: ["r1"],	CODE
LOW	…modules/workflows/__tests__/workflows.overview.test.ts	25	p_user_email: "user@example.com",	CODE
LOW	…modules/workflows/__tests__/workflows.overview.test.ts	78	p_user_email: "user@example.com",	CODE
LOW	…d/src/modules/uploads/__tests__/uploads.access.test.ts	85	"user@example.com",	CODE
LOW	…d/src/modules/uploads/__tests__/uploads.access.test.ts	103	"user@example.com",	CODE
LOW	…d/src/modules/uploads/__tests__/uploads.access.test.ts	127	"user@example.com",	CODE
LOW	…d/src/modules/uploads/__tests__/uploads.access.test.ts	155	"user@example.com",	CODE
LOW	backend/src/modules/orgs/orgs.retention.test.ts	68	former_user_id: "jane", former_display_name: "Jane Doe", former_email: "jane@example.test",	CODE
LOW⚡	backend/src/modules/orgs/orgs.retention.test.ts	95	["Jane Doe", "2026-10-01T00:00:00+00:00", "2026-10-31T00:00:00+00:00", 2],	CODE
LOW⚡	backend/src/modules/orgs/orgs.retention.test.ts	96	["Jane Doe", "2026-10-05T00:00:00+00:00", "2026-11-04T00:00:00+00:00", 1],	CODE
LOW⚡	backend/src/modules/orgs/orgs.retention.test.ts	103	expect(result.data.departures[0].member).toEqual({ user_id: "jane", display_name: "Jane Doe", email: "jane@examp	CODE
LOW	word-addin/e2e/auth.spec.ts	79	await expect(email).not.toHaveAttribute("placeholder");	CODE
LOW	word-addin/e2e/auth.spec.ts	83	await expect(password).not.toHaveAttribute("placeholder");	CODE
LOW⚡	word-addin/e2e/replace-all.spec.ts	21	"Acme Corp",	CODE
LOW⚡	word-addin/e2e/replace-all.spec.ts	22	"Acme Ltd",	CODE
LOW⚡	word-addin/e2e/replace-all.spec.ts	27	const WRITE = { text: "Acme Ltd", location: "After", original: "Acme Corp" };	CODE
LOW	word-addin/e2e/replace-all.spec.ts	84	original_text: "Acme Corp",	CODE
LOW	word-addin/e2e/replace-all.spec.ts	85	replacement_text: "Acme Ltd",	CODE

AI Slop Vocabulary7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	…tend/src/app/components/shared/views/highlightQuote.ts	19	// Strip everything except alphanumerics (a-z A-Z 0-9) for robust matching	COMMENT
MEDIUM	backend/scripts/test-stack.sh	5	# mocks. They are the harness you re-run on every Supabase image bump to prove	COMMENT
MEDIUM	.github/workflows/stack-tests.yml	47	# deliberately (this is also the harness you re-run on image bumps).	COMMENT
MEDIUM	.github/workflows/mutation.yml	12	# original header guessed). That promotion is held back because the harness	COMMENT
MEDIUM	.github/workflows/ci.yml	6	# regresses — the `--if-present` escape hatches from the pre-harness era are	COMMENT
MEDIUM	.github/workflows/ci.yml	102	# pre-harness fallback: if "test:coverage" were ever renamed or	COMMENT
MEDIUM	.github/workflows/ci.yml	105	# harness landed, so the fallback buys nothing but that silence — it	COMMENT

Modern AI Meta-Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	backend/src/modules/tabular/tabular.routes.ts	950	// POST /tabular-review/:reviewId/chat — agentic streaming	COMMENT
MEDIUM	backend/src/modules/tabular/tabular.chats.ts	4	// and building the system + history messages the agentic review chat streams	COMMENT
MEDIUM	.github/workflows/word-addin.yml	116	# orchestration: its webServer command runs `build:e2e` (typecheck +	COMMENT
MEDIUM	.github/workflows/e2e.yml	246	# (the app targets a hosted Supabase project), so we scaffold one with	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	backend/scripts/migrate.sh	6	# Usage:	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	word-addin/e2e/conflicted-retry.spec.ts	97	// Step 1: the occupying revision was accepted (and only it)…	COMMENT

Structural Annotation Overuse1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	word-addin/e2e/conflicted-retry.spec.ts	97	// Step 1: the occupying revision was accepted (and only it)…	COMMENT

open-legal-products/mike

Open-Source Code Quality, Security and Technical Debt Review