2.9

Adjusted Signal

2.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

54.4K

Stars

Language

1.5M

Lines of Code

5.4K

Files

4.0K

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 11.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 3591 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 153 finding(s).

Agent Over-Engineering Ratio 4.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 725 finding(s).

PR Review Velocity Impact 13.9/100 · LOW

Which changes need focused human review? 3966 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 2HIGH 8MEDIUM 243LOW 3713

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 3966 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.

Over-Commented Block2983 hits · 2812 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.selfhost.yml	1	# Self-hosting Docker Compose — starts PostgreSQL, backend, and frontend.	COMMENT
LOW	docker-compose.selfhost.yml	21	# variable to edit; BACKEND_PORT, API_PORT and SERVER_PORT are optional aliases	COMMENT
LOW	docker-compose.selfhost.yml	121	# App API credentials. The pull_request webhook is what mirrors a PR	COMMENT
LOW	docker-compose.selfhost.yml	141	# either empty disables plugin surfaces rather than weakening isolation.	COMMENT
LOW	docker-compose.selfhost.yml	161	# turn model reasoning off; see .env.example for the contract.	COMMENT
LOW	docker-compose.selfhost.yml	181	# which are brought by each workspace via OAuth/BYO and stored encrypted	COMMENT
LOW	docker-compose.selfhost.yml	201	# an installation is created from the WeCom settings tab.	COMMENT
LOW	turbo.json	21	"DESKTOP_APP_SUFFIX"	COMMENT
LOW	turbo.json	61	// depends on it. `dependsOn: ["^cache-inputs"]` makes that recursive, so	COMMENT
LOW	CLI_AND_DAEMON.md	701	# List comments — flat timeline, chronological. Hard cap of 2000 rows; on	COMMENT
LOW	CLI_AND_DAEMON.md	841	# overlapping code or PR work. Advisory only — it reserves nothing.	COMMENT
LOW	deploy/helm/multica/values.yaml	21	# -----------------------------------------------------------------------------	COMMENT
LOW	deploy/helm/multica/values.yaml	41	# --from-literal=MULTICA_DEV_VERIFICATION_CODE=""	COMMENT
LOW	deploy/helm/multica/values.yaml	81	# `migrate up` run, so late-arriving pods queue and then no-op (see	COMMENT
LOW	deploy/helm/multica/values.yaml	101	size: 5Gi	COMMENT
LOW	deploy/helm/multica/values.yaml	141	corsAllowedOrigins: ""	COMMENT
LOW	server/cmd/backfill_delegated_failure_settled/main.go	1	// backfill_delegated_failure_settled retires delegated-failure recovery	COMMENT
LOW	server/cmd/server/notification_listeners.go	81	// 'delegated' — an agent created this issue on their behalf, MUL-5483) receives	COMMENT
LOW	server/cmd/server/notification_listeners.go	101	// and the webhook repair all key off it — so arriving there is routine	COMMENT
LOW	server/cmd/server/notification_listeners.go	141		COMMENT
LOW	server/cmd/server/wecom_replier_wiring_test.go	21	// comes out in the deployment's language whatever the reader's profile says.	COMMENT
LOW	server/cmd/server/quick_create_subscriber_test.go	21	// origin waterfall attribution uses. That behavior is covered by	COMMENT
LOW	server/cmd/server/listeners.go	21	// activity_listeners.go records the title change. Those all run on	COMMENT
LOW	server/cmd/server/listeners.go	81	return e.Type == protocol.EventTaskMessage && e.ChatSessionID != ""	COMMENT
LOW	server/cmd/server/listeners.go	301	b.BroadcastToScope(realtime.ScopeWorkspaceMember, realtime.WorkspaceMemberScopeID(e.WorkspaceID, e.MemberPrivateUserI	COMMENT
LOW	server/cmd/server/autopilot_schedule_job_test.go	461	util.UUIDToString(trigger.ID)).Scan(&execRows); err != nil {	COMMENT
LOW	server/cmd/server/autopilot_schedule_job_test.go	541	// depth), but if a corrupt expression ever lands in	COMMENT
LOW	server/cmd/server/autopilot_schedule_job_test.go	661	// Trigger fired by the legacy goroutine at Mon 17:10 Beijing	COMMENT
LOW	server/cmd/server/wecom_claim_redis_wiring_test.go	1	package main	COMMENT
LOW	server/cmd/server/autopilot_listeners_test.go	921	// status='skipped' rather than (nil, err). Without this, manual trigger	COMMENT
LOW	server/cmd/server/delegated_subscriber_test.go	301		COMMENT
LOW	server/cmd/server/runtime_sweeper.go	21	"github.com/multica-ai/multica/server/pkg/redact"	COMMENT
LOW	server/cmd/server/runtime_sweeper.go	41	// delayed. A daemon that actually restarts bypasses this grace through the	COMMENT
LOW	server/cmd/server/runtime_sweeper.go	61	// per-runtime transactions one sweeper tick may open. At the hourly cadence,	COMMENT
LOW	server/cmd/server/runtime_sweeper.go	81	// survive on self-hosted deployments (MUL-4107) — the daemon itself	COMMENT
LOW	server/cmd/server/runtime_sweeper.go	581	// even when the runtime is still online at the row level. Each branch pairs	COMMENT
LOW	server/cmd/server/wecom_progress_wiring_test.go	21	// being published, nobody reads them, and the bubble opens and closes with a	COMMENT
LOW	server/cmd/server/shutdown.go	1	package main	COMMENT
LOW	server/cmd/server/shutdown.go	21	// without channels use the same sequence.	COMMENT
LOW	…er/cmd/server/delegated_subscriber_concurrency_test.go	21	// stale state, and that it reaches the correct decision once released.	COMMENT
LOW	server/cmd/server/wecom_media_wiring_test.go	21	// installation revoked since the message came in. Every unit test in the	COMMENT
LOW	server/cmd/server/cors_headers_test.go	61	for _, value := range strings.Split(header, ",") {	COMMENT
LOW	server/cmd/server/dbstats.go	21	dbStatsInterval = 15 * time.Second	COMMENT
LOW	server/cmd/server/dbstats.go	81		COMMENT
LOW	server/cmd/server/autopilot_dispatch_for_plan_test.go	261	})	COMMENT
LOW	server/cmd/server/scope_authorizer.go	21	}	COMMENT
LOW	server/cmd/server/wecom_env_documented_test.go	1	package main	COMMENT
LOW	server/cmd/server/rerun_session_test.go	661		COMMENT
LOW	server/cmd/server/subscriber_listeners.go	141	addSubscriber(bus, queries, e.WorkspaceID, issueID, authorType, authorID, "commenter")	COMMENT
LOW	server/cmd/server/subscriber_listeners.go	201	return	COMMENT
LOW	server/cmd/server/comment_at_least_once_test.go	181	if err != nil \|\| v == nil {	COMMENT
LOW	server/cmd/server/main.go	161	// budget, not a taste call: SDK backoff is 0.5s doubling to an 8s cap, so 6	COMMENT
LOW	server/cmd/server/main.go	801	go h.LarkTyping.Run(sweepCtx)	COMMENT
LOW	server/cmd/server/main.go	821	// cause and indicates a code bug). Once running, the manager	COMMENT
LOW	server/cmd/server/router.go	221	HTTPMetrics *obsmetrics.HTTPMetrics	COMMENT
LOW	server/cmd/server/router.go	241	WecomRelayOutbound *wecom.RelayOutbound	COMMENT
LOW	server/cmd/server/router.go	521	h.WebhookRateLimiter = handler.NewRedisWebhookRateLimiter(rdb, handler.DefaultWebhookRateLimit())	COMMENT
LOW	server/cmd/server/router.go	601	// MULTICA_LARK_HTTP_BASE_URL is an OPTIONAL deployment-wide	COMMENT
LOW	server/cmd/server/router.go	621	if store != nil && patcher.SetAttachments(store) {	COMMENT
LOW	server/cmd/server/router.go	661	AppURL: appURLFromEnv(),	COMMENT
2923 more matches not shown…

Decorative Section Separators222 hits · 699 pts

Severity	File	Line	Snippet	Context
MEDIUM	deploy/helm/multica/values.yaml	1	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	3	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	21	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	deploy/helm/multica/values.yaml	45	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	deploy/helm/multica/values.yaml	48	# -----------------------------------------------------------------------------	COMMENT
MEDIUM⚡	deploy/helm/multica/values.yaml	50	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	75	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	77	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	185	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	187	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	221	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	deploy/helm/multica/values.yaml	223	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	20	// ── List ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	74	// ── Get ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	112	// ── Create ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	164	// ── Update ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	224	// ── Delete ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	253	// ── Members ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	299	// ── Member Add ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	346	// ── Member Set Role ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	396	// ── Member Remove ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	440	// ── Activity ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/cmd/multica/cmd_squad.go	505	// ── Init ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook.go	82	// ── Payload normalization ───────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook.go	214	// ── Dedupe + signature helpers ──────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook.go	307	// ── Public ingress ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook.go	633	// ── Event filter helpers ────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook.go	781	// ── Persistence helpers ─────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook.go	929	// ── Rate-limit / IP plumbing ────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	33	// ── Response types ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	183	// ── Converters ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	357	// ── Request types ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	437	// ── Handlers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	1397	// ── Collaborator (access grant) management ───────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	1512	// ── Trigger management ──────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	2254	// ── Runs ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot.go	2337	// ── Manual trigger ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/webhook_delivery.go	20	// ── Response types ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/webhook_delivery.go	156	// ── Handlers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/webhook_delivery_test.go	20	// ── Setup helpers ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/webhook_delivery_test.go	102	// ── Tests ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/vcs_webhook.go	19	// ── Response mappers ────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/vcs_webhook.go	84	// ── Webhook ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ver/internal/handler/autopilot_webhook_handler_test.go	22	// ── Fixture helpers ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ver/internal/handler/autopilot_webhook_handler_test.go	229	// ── HTTP contract: event_filters JSON shape & PATCH semantics ──────────────	COMMENT
MEDIUM	…ver/internal/handler/autopilot_webhook_handler_test.go	500	// ── Tests ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…ver/internal/handler/autopilot_webhook_handler_test.go	833	// ── Additional coverage (PR #2348 review) ──────────────────────────────────	COMMENT
MEDIUM	…ver/internal/handler/autopilot_webhook_handler_test.go	833	// ── Additional coverage (PR #2348 review) ──────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/github_test.go	953	// ── PR auto-complete (MUL-7429) ────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/github_test.go	1698	// ── CI / mergeable_state tests ─────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/vcs.go	24	// ── Response shapes ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/vcs.go	106	// ── Handlers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/pr_auto_complete.go	335	// ── Issue page read model ───────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/pr_auto_complete.go	391	// ── Manual link / unlink ────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook_test.go	10	// ── Token generation ────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook_test.go	36	// ── Payload normalization ───────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/autopilot_webhook_test.go	204	// ── Event filter helpers ────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/squad.go	22	// ── Response types ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/squad.go	61	// ── Converters ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	server/internal/handler/squad.go	112	// ── Helpers ─────────────────────────────────────────────────────────────────	COMMENT
162 more matches not shown…

Hyper-Verbose Identifiers503 hits · 514 pts

Severity	File	Line	Snippet	Context
LOW	packages/ui/markdown/mentions.ts	17	export function preprocessMentionShortcodes(text: string): string {	CODE
LOW	packages/ui/markdown/issue-identifiers.ts	61	export function preprocessIssueIdentifiers(text: string): string {	CODE
LOW	packages/ui/components/ui/chart.tsx	346	function getPayloadConfigFromPayload(	CODE
LOW	packages/core/search-index/store.ts	237	function parseSearchIndexDatabaseName(name: string): SearchIndexDatabaseOwner \| null {	CODE
LOW	packages/core/search-index/store.ts	247	export async function deleteSearchIndexDatabases(	CODE
LOW	packages/core/search-index/store.ts	265	export function deleteAllSearchIndexDatabases(): Promise<void> {	CODE
LOW	packages/core/types/quick-action.ts	98	export function findQuickActionTemplateToken(prompt: string): string \| null {	CODE
LOW	packages/core/types/attachment-url.ts	56	export function attachmentIdFromDownloadURL(rawURL: string): string \| undefined {	CODE
LOW	packages/core/types/attachment-url.ts	112	export function contentReferencesAttachment(	CODE
LOW	packages/core/inbox/ws-updaters.ts	69	export function patchInboxIssueProjection(	CODE
LOW	packages/core/inbox/ws-updaters.ts	108	export function onInboxIssueStatusChanged(	CODE
LOW	packages/core/inbox/ws-updaters.ts	146	export function isInboxListRequestInFlight(	CODE
LOW⚡	packages/core/inbox/queries.ts	47	export function archivedInboxPagesOptions(wsId: string, filters: ArchivedInboxFilters) {	CODE
LOW⚡	packages/core/inbox/queries.ts	57	export function archivedInboxLookupOptions(wsId: string, groupId: string, filters: ArchivedInboxFilters = EMPTY_INBOX_FI	CODE
LOW⚡	packages/core/inbox/queries.ts	66	export function archivedInboxFacetsOptions(wsId: string, filters: ArchivedInboxFilters) {	CODE
LOW	packages/core/inbox/queries.ts	101	export function inboxUnreadSummaryOptions() {	CODE
LOW	packages/core/inbox/queries.ts	121	export function inboxUnreadSummaryEnabled(	CODE
LOW	packages/core/inbox/queries.ts	207	export function deduplicateArchivedInboxItems(items: InboxItem[]): InboxItem[] {	CODE
LOW	packages/core/inbox/mutations.ts	50	export function useRetrySourceContextQuickCreate() {	CODE
LOW	packages/core/inbox/filter-store.ts	180	export function inboxPriorityFilterSupport(	CODE
LOW	packages/core/inbox/filter-store.ts	190	export function inboxFiltersForPrioritySupport(	CODE
LOW	packages/core/issue-views/active-view-store.ts	41	export function lockedDimensionsFromQuery(	CODE
LOW	packages/core/issue-views/queries.ts	20	export function issueViewEverywhereOptions(wsId: string) {	CODE
LOW	packages/core/issue-views/definition.ts	26	export function issueViewDefinitionFromState(state: IssueViewState): IssueViewDefinition {	CODE
LOW	packages/core/issue-views/preferences.ts	35	export function issueViewPreferenceOptions(wsId: string, scope: IssueViewPreferenceScope) {	CODE
LOW	packages/core/issue-views/preferences.ts	54	export function useUpdateIssueViewPreference(wsId: string, scope: IssueViewPreferenceScope) {	CODE
LOW	packages/core/autopilots/queries.ts	22	export function autopilotQuotaUsageOptions(wsId: string) {	CODE
LOW	packages/core/autopilots/queries.ts	76	export function autopilotDeliveriesOptions(	CODE
LOW	packages/core/autopilots/mutations.ts	131	export function useCreateAutopilotTrigger() {	CODE
LOW	packages/core/autopilots/mutations.ts	143	export function useUpdateAutopilotTrigger() {	CODE
LOW	packages/core/autopilots/mutations.ts	155	export function useDeleteAutopilotTrigger() {	CODE
LOW	packages/core/autopilots/mutations.ts	167	export function useRotateAutopilotTriggerWebhookToken() {	CODE
LOW	packages/core/autopilots/mutations.ts	183	export function useReplayAutopilotDelivery() {	CODE
LOW	packages/core/chat/use-quick-actions-pending-timeout.ts	22	export function useQuickActionsPendingTimeout(	CODE
LOW	packages/core/chat/queries.ts	323	export function isTaskMessageTimelineHeld(	CODE
LOW	packages/core/chat/queries.ts	350	export function hasPendingChatTasksOptions(wsId: string) {	CODE
LOW	packages/core/chat/queries.ts	364	export function chatQuickActionsPendingOptions(sessionId: string) {	CODE
LOW	packages/core/chat/queries.ts	378	export function chatQuickActionsFailureOptions(sessionId: string) {	CODE
LOW	packages/core/chat/pending.ts	165	export function prioritizePendingChatTask(	CODE
LOW	packages/core/chat/message-cache.ts	118	export function upsertChatMessageToCaches(	CODE
LOW	packages/core/chat/mutations.ts	27	export function useConsumeChatDraftRestore() {	CODE
LOW	packages/core/chat/mutations.ts	296	export function useSetChatSessionArchived() {	CODE
LOW	packages/core/chat/mutations.ts	384	export function useRegenerateChatQuickActions() {	CODE
LOW	packages/core/plugins/queries.ts	10	export function pluginInstallationsOptions(wsId: string) {	CODE
LOW	packages/core/plugins/queries.ts	28	export function pluginSurfaceLaunchOptions(	CODE
LOW	packages/core/plugins/mutations.ts	35	export function usePublishLocalPluginPackage(wsId: string) {	CODE
LOW	packages/core/markdown/mention-shortcodes.ts	18	export function preprocessMentionShortcodes(text: string): string {	CODE
LOW	packages/core/drafts/reply-annotation.ts	20	export function normalizeReplyAnnotations(value: unknown): ReplyAnnotation[] {	CODE
LOW	packages/core/drafts/cleanup-registry.ts	53	export function clearRegisteredWorkspaceDrafts(	CODE
LOW	packages/core/platform/session-renewal.ts	98	function scheduleRetryAfterFailure(): number {	CODE
LOW	packages/core/platform/workspace-storage.ts	90	export function registerForWorkspaceRehydration(fn: () => void) {	CODE
LOW	packages/core/platform/workspace-storage.ts	106	export function createWorkspaceAwareStorage(adapter: StorageAdapter): StateStorage {	CODE
LOW	packages/core/platform/system-notification.ts	45	export function registerSystemNotificationClickHandler(	CODE
LOW⚡	packages/core/platform/system-notification.ts	61	export function isWebNotificationSupported(): boolean {	CODE
LOW⚡	packages/core/platform/system-notification.ts	68	export function getWebNotificationPermission(): WebNotificationPermission {	CODE
LOW⚡	packages/core/platform/system-notification.ts	78	export async function requestWebNotificationPermission(): Promise<WebNotificationPermission> {	CODE
LOW	packages/core/platform/auth-initializer.test.tsx	79	function makeApiWithConfigResponse(config: unknown): ApiClient {	CODE
LOW	packages/core/workspace/avatar-url.ts	3	export function resolvePublicFileUrlWithBase(rawUrl: string \| null \| undefined, baseUrl: string): string \| null {	CODE
LOW	packages/core/workspace/queries.ts	199	export function workspaceMcpServersOptions(wsId: string) {	CODE
LOW	packages/core/workspace/pending-delete.ts	21	export function markWorkspaceDeletePending(workspaceId: string) {	CODE
443 more matches not shown…

Fake / Example Data144 hits · 144 pts

Severity	File	Line	Snippet	Context
LOW	server/internal/handler/github_test.go	119	in: []string{"ABC-1: Lorem Ipsum", "Closes ABC-1. Follow up work planned in ABC-2. Unblocks ABC-3."},	CODE
LOW	server/internal/handler/github_test.go	160	"ABC-1: Lorem Ipsum",	CODE
LOW	server/internal/handler/github_test.go	1096	title := primary.Identifier + ": Lorem Ipsum dolor sit amet"	CODE
LOW	server/internal/handler/github_test.go	1096	title := primary.Identifier + ": Lorem Ipsum dolor sit amet"	CODE
LOW	server/internal/handler/auth_google_error_code_test.go	113	{name: "error status with profile fields", status: 500, body: `{"email":"user@example.com"}`, wantStatus: 502},	CODE
LOW	server/internal/handler/telegram_test.go	51	body: `{"bot_token":"placeholder"}`,	CODE
LOW	server/internal/handler/telegram_test.go	64	body: `{"token":"placeholder"}`,	CODE
LOW	server/internal/integrations/telegram/inbound.go	48	Placeholder string `json:"placeholder"`	CODE
LOW	server/internal/integrations/slack/byo_install_test.go	41	_, _ = w.Write([]byte(`{"ok":true,"team_id":"T999","user_id":"UBOTBYO","bot_id":"B0BOT","team":"Acme Inc","url":"http	CODE
LOW	server/internal/daemon/repocache/identity_test.go	26	gitIdentityCommand(t, "config", "--global", "user.email", "user@example.com")	CODE
LOW	server/internal/daemon/repocache/identity_test.go	66	assertCommitIdentity(t, first.Path, "User", "user@example.com")	CODE
LOW	server/internal/daemon/repocache/identity_test.go	69	assertCommitIdentity(t, again.Path, "User", "user@example.com")	CODE
LOW	server/internal/daemon/repocache/identity_test.go	110	assertCommitIdentity(t, results[1].Path, "User", "user@example.com")	CODE
LOW	server/internal/daemon/repocache/identity_test.go	118	assertCommitIdentity(t, results[1].Path, "Updated User", "user@example.com")	CODE
LOW	server/internal/daemon/repocache/identity_test.go	143	assertCommitIdentity(t, result.Path, "User", "user@example.com")	CODE
LOW	server/internal/daemon/repocache/identity_test.go	232	assertCommitIdentity(t, result.Path, "User", "user@example.com")	CODE
LOW	server/internal/daemon/repocache/identity_test.go	285	assertCommitIdentity(t, path, "User", "user@example.com")	CODE
LOW	…/internal/daemon/execenv/openclaw_shim_windows_test.go	171	if err := os.WriteFile(filepath.Join(dir, "node.exe"), []byte("placeholder"), 0o644); err != nil {	CODE
LOW	server/internal/daemon/execenv/local_worktree_test.go	70	{"config", "user.email", "test@test.com"},	CODE
LOW	examples/plugins/triage-notify/multica.plugin.json	23	"placeholder": "platform"	CODE
LOW	examples/plugins/release-checklist/multica.plugin.json	22	"placeholder": "Tests pass\nDocs updated\nMigration reviewed",	CODE
LOW	examples/plugins/release-checklist/multica.plugin.json	30	"placeholder": "Release checklist complete:\n{{items}}",	CODE
LOW	packages/core/markdown/mention-boundary.test.ts	44	["a dotted domain", "user@example.com"],	CODE
LOW	packages/views/settings/components/mcp-tab.test.tsx	118	expect(screen.getByLabelText(label)).toHaveAttribute("placeholder", example);	CODE
LOW	packages/views/locales/zh-Hans/search.json	4	"placeholder": "搜索，或输入要做的事...",	CODE
LOW	packages/views/locales/zh-Hans/runtimes.json	122	"placeholder": "例如：我的 MacBook",	CODE
LOW	packages/views/locales/zh-Hans/modals.json	24	"placeholder": "任务标题",	CODE
LOW	packages/views/locales/zh-Hans/modals.json	34	"placeholder": "聊聊你的体验、遇到的 bug，或想看到的功能...",	CODE
LOW	packages/views/locales/zh-Hans/squads.json	32	"placeholder": "小队名称",	CODE
LOW	packages/views/locales/zh-Hans/squads.json	55	"placeholder": "角色（例如：审查者）"	CODE
LOW	packages/views/locales/zh-Hans/squads.json	126	"placeholder": "例如：始终先编写失败测试。提交应保持小而独立。"	CODE
LOW	packages/views/locales/zh-Hans/agents.json	349	"placeholder": "描述你需要的智能体…",	CODE
LOW	packages/views/locales/zh-Hans/agents.json	485	"placeholder": "从工作区添加 skill",	CODE
LOW	packages/views/locales/zh-Hans/agents.json	532	"placeholder": "定义这个智能体的角色、专长和工作风格。\n\n# 示例\n你是一名专注 React 和 TypeScript 的前端工程师。\n\n## 工作风格\n- 写小而聚焦的 PR——每个逻辑变更一个 c	CODE
LOW	packages/views/locales/zh-Hans/issues.json	159	"placeholder": "筛选...",	CODE
LOW	packages/views/locales/zh-Hans/issues.json	540	"placeholder": "在任务中查找...",	CODE
LOW	packages/views/locales/zh-Hans/issues.json	716	"placeholder": "回复...",	CODE
LOW	packages/views/locales/zh-Hans/skills.json	165	"placeholder": "templates/review.md",	CODE
LOW	packages/views/locales/zh-Hant/search.json	4	"placeholder": "搜尋，或輸入要做的事...",	CODE
LOW	packages/views/locales/zh-Hant/runtimes.json	122	"placeholder": "例如：我的 MacBook",	CODE
LOW	packages/views/locales/zh-Hant/modals.json	24	"placeholder": "任務標題",	CODE
LOW	packages/views/locales/zh-Hant/modals.json	34	"placeholder": "聊聊你的體驗、遇到的 bug，或想看到的功能...",	CODE
LOW	packages/views/locales/zh-Hant/squads.json	32	"placeholder": "小隊名稱",	CODE
LOW	packages/views/locales/zh-Hant/squads.json	55	"placeholder": "角色（例如：審查者）"	CODE
LOW	packages/views/locales/zh-Hant/squads.json	126	"placeholder": "例如：始終先編寫失敗測試。提交應保持小而獨立。"	CODE
LOW	packages/views/locales/zh-Hant/agents.json	349	"placeholder": "描述你需要的智慧體…",	CODE
LOW	packages/views/locales/zh-Hant/agents.json	485	"placeholder": "從工作區新增 skill",	CODE
LOW	packages/views/locales/zh-Hant/agents.json	532	"placeholder": "定義這個智慧體的角色、專長和工作風格。\n\n# 示例\n你是一名專注 React 和 TypeScript 的前端工程師。\n\n## 工作風格\n- 寫小而聚焦的 PR——每個邏輯變更一個 c	CODE
LOW	packages/views/locales/zh-Hant/issues.json	159	"placeholder": "篩選...",	CODE
LOW	packages/views/locales/zh-Hant/issues.json	540	"placeholder": "在任務中查詢...",	CODE
LOW	packages/views/locales/zh-Hant/issues.json	716	"placeholder": "回覆...",	CODE
LOW	packages/views/locales/zh-Hant/skills.json	165	"placeholder": "templates/review.md",	CODE
LOW	packages/views/locales/ja/search.json	4	"placeholder": "検索するか、やりたいことを入力...",	CODE
LOW	packages/views/locales/ja/runtimes.json	122	"placeholder": "例：私の MacBook",	CODE
LOW	packages/views/locales/ja/modals.json	24	"placeholder": "タスク名",	CODE
LOW	packages/views/locales/ja/modals.json	34	"placeholder": "使用感、見つけたバグ、追加してほしい機能などをお聞かせください…",	CODE
LOW	packages/views/locales/ja/squads.json	32	"placeholder": "スクワッド名",	CODE
LOW	packages/views/locales/ja/squads.json	55	"placeholder": "役割（例：レビュアー）"	CODE
LOW	packages/views/locales/ja/squads.json	126	"placeholder": "例：必ず失敗するテストから始める。コミットは小さく独立させる。"	CODE
LOW	packages/views/locales/ja/agents.json	328	"placeholder": "ワークスペースからスキルを追加",	CODE
84 more matches not shown…

Structural Annotation Overuse43 hits · 73 pts

Severity	File	Line	Snippet	Context
LOW	CLI_INSTALL.md	15	## Step 1: Check if Multica CLI is already installed	COMMENT
LOW	CLI_INSTALL.md	28	## Step 2: Install the Multica CLI	COMMENT
LOW	CLI_INSTALL.md	120	## Step 3: Log in	COMMENT
LOW	CLI_INSTALL.md	148	## Step 4: Start the daemon	COMMENT
LOW	CLI_INSTALL.md	178	## Step 5: Verify everything is working	COMMENT
LOW	server/cmd/server/integration_test.go	309	// Step 1: Send code	COMMENT
LOW	server/cmd/server/integration_test.go	327	// Step 2: Verify code	COMMENT
LOW	server/internal/handler/issue_agent_create_e2e_test.go	90	// Step 1: agent A creates an issue through the ordinary create path and	COMMENT
LOW	server/internal/handler/issue_agent_create_e2e_test.go	139	// Step 2: the leader L, running its assignment task, posts a comment that	COMMENT
LOW	server/internal/handler/issue_agent_create_e2e_test.go	154	// Step 3: the private worker J must now have a queued task whose originator	COMMENT
LOW	server/internal/taskusagebackfill/backfill.go	141	// Step 1: cheap precondition check — if the rollup state tables	COMMENT
LOW	server/internal/taskusagebackfill/backfill.go	155	// Step 2: read task_usage range and current watermark on the pool.	COMMENT
LOW	server/internal/taskusagebackfill/backfill.go	214	// Step 3: serialise against the SQL cron entry / standalone backfill	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	93	// Step 1: original runner claims the plan.	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	102	// Step 2: simulate a stuck handler — stale_after moved to the past.	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	112	// Step 3: a different runner steals the lease via the same primitive.	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	136	// Step 4: the original runner returns and tries to write SUCCESS	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	146	// Step 5: verify the row is still RUNNING under runner-B.	COMMENT
LOW	server/internal/scheduler/stale_steal_test.go	166	// Step 6: runner B finishes successfully with its own token — that	COMMENT
LOW	server/internal/integrations/lark/outbound_test.go	556	// Step 1: ChatDone arrives with the real agent reply. Plain text	COMMENT
LOW	server/internal/integrations/lark/outbound_test.go	569	// Step 2: TaskCompleted fires immediately after with no content.	COMMENT
LOW⚡	server/internal/daemon/cursor_terminal_boundary_test.go	113	// Step 2: the terminal result becomes decided while cleanup holds	COMMENT
LOW⚡	server/internal/daemon/cursor_terminal_boundary_test.go	121	// Step 3: ownership could not be confirmed.	COMMENT
LOW	server/internal/daemon/execenv/hermes_home.go	202	// Step 2: honor the sticky <root>/active_profile. (The container-only	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	264	// Step 1: prepare with skills (A)	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	280	// Step 2: prepare with no skills (A → ∅)	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	301	// Step 1: prepare with skill A	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	315	// Step 2: prepare with skill B (different set)	COMMENT
LOW⚡	scripts/check.sh	78	# Step 0: Ensure DB	COMMENT
LOW⚡	scripts/check.sh	85	# Step 1: TypeScript typecheck	COMMENT
LOW⚡	scripts/check.sh	92	# Step 2: TypeScript unit tests (Vitest)	COMMENT
LOW⚡	scripts/check.sh	99	# Step 3: Go tests	COMMENT
LOW⚡	scripts/check.sh	110	# Step 4: Start services for E2E (only if not already running)	COMMENT
LOW⚡	scripts/check.sh	136	# Step 5: E2E tests (Playwright)	COMMENT
LOW⚡	packages/core/paths/paths.ts	52	// Step 2: configure the agent on the chosen runtime. A real route so a	COMMENT
LOW⚡	packages/core/paths/paths.ts	55	// Step 3: the agent exists; offer its first uses.	COMMENT
LOW⚡	packages/views/auth/login-page.test.tsx	278	// Step 1: email	COMMENT
LOW⚡	packages/views/auth/login-page.test.tsx	282	// Step 2: code	COMMENT
LOW	…es/views/runtimes/components/connect-remote-dialog.tsx	271	// Step 1: Instructions	COMMENT
LOW	…es/views/runtimes/components/connect-remote-dialog.tsx	423	// Step 2: Success	COMMENT
LOW⚡	e2e/fixtures.ts	66	// Step 1: Send verification code	COMMENT
LOW⚡	e2e/fixtures.ts	76	// Step 2: Read code from database	COMMENT
LOW	e2e/fixtures.ts	88	// Step 3: Verify code to get JWT	COMMENT

Verbosity Indicators38 hits · 66 pts

Severity	File	Line	Snippet	Context
LOW	server/cmd/server/integration_test.go	309	// Step 1: Send code	COMMENT
LOW	server/cmd/server/integration_test.go	327	// Step 2: Verify code	COMMENT
LOW	server/internal/handler/issue_agent_create_e2e_test.go	90	// Step 1: agent A creates an issue through the ordinary create path and	COMMENT
LOW	server/internal/handler/issue_agent_create_e2e_test.go	139	// Step 2: the leader L, running its assignment task, posts a comment that	COMMENT
LOW	server/internal/handler/issue_agent_create_e2e_test.go	154	// Step 3: the private worker J must now have a queued task whose originator	COMMENT
LOW	server/internal/taskusagebackfill/backfill.go	141	// Step 1: cheap precondition check — if the rollup state tables	COMMENT
LOW	server/internal/taskusagebackfill/backfill.go	155	// Step 2: read task_usage range and current watermark on the pool.	COMMENT
LOW	server/internal/taskusagebackfill/backfill.go	214	// Step 3: serialise against the SQL cron entry / standalone backfill	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	93	// Step 1: original runner claims the plan.	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	102	// Step 2: simulate a stuck handler — stale_after moved to the past.	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	112	// Step 3: a different runner steals the lease via the same primitive.	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	136	// Step 4: the original runner returns and tries to write SUCCESS	COMMENT
LOW⚡	server/internal/scheduler/stale_steal_test.go	146	// Step 5: verify the row is still RUNNING under runner-B.	COMMENT
LOW	server/internal/scheduler/stale_steal_test.go	166	// Step 6: runner B finishes successfully with its own token — that	COMMENT
LOW	server/internal/integrations/lark/outbound_test.go	556	// Step 1: ChatDone arrives with the real agent reply. Plain text	COMMENT
LOW	server/internal/integrations/lark/outbound_test.go	569	// Step 2: TaskCompleted fires immediately after with no content.	COMMENT
LOW⚡	server/internal/daemon/cursor_terminal_boundary_test.go	113	// Step 2: the terminal result becomes decided while cleanup holds	COMMENT
LOW⚡	server/internal/daemon/cursor_terminal_boundary_test.go	121	// Step 3: ownership could not be confirmed.	COMMENT
LOW	server/internal/daemon/execenv/hermes_home.go	202	// Step 2: honor the sticky <root>/active_profile. (The container-only	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	264	// Step 1: prepare with skills (A)	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	280	// Step 2: prepare with no skills (A → ∅)	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	301	// Step 1: prepare with skill A	COMMENT
LOW	…rver/internal/daemon/execenv/qwenpaw_workspace_test.go	315	// Step 2: prepare with skill B (different set)	COMMENT
LOW⚡	scripts/check.sh	78	# Step 0: Ensure DB	COMMENT
LOW⚡	scripts/check.sh	85	# Step 1: TypeScript typecheck	COMMENT
LOW⚡	scripts/check.sh	92	# Step 2: TypeScript unit tests (Vitest)	COMMENT
LOW⚡	scripts/check.sh	99	# Step 3: Go tests	COMMENT
LOW⚡	scripts/check.sh	110	# Step 4: Start services for E2E (only if not already running)	COMMENT
LOW⚡	scripts/check.sh	136	# Step 5: E2E tests (Playwright)	COMMENT
LOW⚡	packages/core/paths/paths.ts	52	// Step 2: configure the agent on the chosen runtime. A real route so a	COMMENT
LOW⚡	packages/core/paths/paths.ts	55	// Step 3: the agent exists; offer its first uses.	COMMENT
LOW⚡	packages/views/auth/login-page.test.tsx	278	// Step 1: email	COMMENT
LOW⚡	packages/views/auth/login-page.test.tsx	282	// Step 2: code	COMMENT
LOW	…es/views/runtimes/components/connect-remote-dialog.tsx	271	// Step 1: Instructions	COMMENT
LOW	…es/views/runtimes/components/connect-remote-dialog.tsx	423	// Step 2: Success	COMMENT
LOW⚡	e2e/fixtures.ts	66	// Step 1: Send verification code	COMMENT
LOW⚡	e2e/fixtures.ts	76	// Step 2: Read code from database	COMMENT
LOW	e2e/fixtures.ts	88	// Step 3: Verify code to get JWT	COMMENT

Magic Placeholder Names7 hits · 35 pts

Severity	File	Line	Snippet	Context
HIGH	SELF_HOSTING_ADVANCED.md	489	DATABASE_URL="your-database-url" ./server/bin/migrate up	CODE
HIGH	SELF_HOSTING_ADVANCED.md	492	DATABASE_URL="your-database-url" PORT=8080 JWT_SECRET="your-secret" ./server/bin/server	CODE
HIGH	scripts/install.test.sh	179	if ! grep -q "multica login --token <YOUR_TOKEN>" "$tmp/install.out"; then	CODE
HIGH	scripts/install.test.sh	232	if grep -q "multica login --token <YOUR_TOKEN>" "$tmp/install.out"; then	CODE
HIGH	scripts/install.sh	63	printf " ${CYAN}multica login --token <YOUR_TOKEN>${RESET}\n"	CODE
HIGH	packages/core/runtimes/commands.ts	34	multica login --token <YOUR_TOKEN>	CODE
HIGH	packages/core/runtimes/commands.ts	46	multica login --token <YOUR_TOKEN>	CODE

AI Slop Vocabulary11 hits · 29 pts

Severity	File	Line	Snippet	Context
MEDIUM	server/internal/handler/agent.go	1051	// the strip robust against unusual casings seen on shared drives.	COMMENT
MEDIUM	server/internal/integrations/lark/outcome_replier.go	119	// boot path stays robust on partially-configured deployments.	COMMENT
MEDIUM	server/internal/service/task.go	4782	// the requester's workspace since the task started — more robust than	COMMENT
MEDIUM	server/internal/service/task.go	8087	// deterministic — robust against the same agent creating other issues in	COMMENT
MEDIUM	server/pkg/agent/antigravity.go	684	// is more robust than guessing $HOME, and follows agy through a custom data dir.	COMMENT
MEDIUM	packages/views/rich-content/rich-table.test.tsx	51	"\| #7738 harness switch \| MUL-12 tracks it \| 10 \|",	CODE
MEDIUM	packages/views/rich-content/rich-table.test.tsx	138	"\| #7738 harness switch \| MUL-12 tracks it \| 10 \|",	CODE
MEDIUM	packages/views/rich-content/rich-table.test.tsx	168	["1", "#7738 harness switch", "MUL-12 tracks it", "10"],	CODE
MEDIUM	packages/views/rich-content/rich-table.test.tsx	184	"GitHub,Relation,Count\n#7738 harness switch,MUL-12 tracks it,10\n#4753 agent registry,see hot,9\n#9250 PATH key,n	CODE
MEDIUM	…kages/views/issues/components/use-drag-settle.test.tsx	32	// the hundreds before React throws. Bound generously to stay robust.	COMMENT
MEDIUM	apps/mobile/app/(app)/[workspace]/project/new.tsx	130	// robust than a hard-coded `setTimeout(150)` if iOS timing	COMMENT

Modern AI Meta-Vocabulary9 hits · 25 pts

Severity	File	Line	Snippet	Context
MEDIUM	server/internal/integrations/wecom/markdown_test.go	316	// goldmark and scaffold alphabet, so falling past the floor means the sweep now	COMMENT
MEDIUM	server/internal/daemon/poisoned.go	86	// GH #6402: the provider's "this session's context window is full" notice,	COMMENT
MEDIUM	…ver/internal/daemon/execenv/runtime_config_sections.go	338	// section for quick-create runs. Quick-create's hard guardrails forbid	COMMENT
MEDIUM	…ver/internal/daemon/execenv/runtime_config_sections.go	557	// guardrails.	COMMENT
MEDIUM	server/internal/daemon/execenv/codex_multi_agent.go	58	multicaMultiAgentBeginMarker = "# BEGIN multica-managed multi-agent (do not edit; regenerated by daemon)"	CODE
MEDIUM	server/internal/daemon/execenv/codex_multi_agent.go	59	multicaMultiAgentEndMarker = "# END multica-managed multi-agent"	CODE
MEDIUM	…er/internal/daemon/execenv/runtime_config_kind_test.go	221	// the copy that survives, because its own contract is that these guardrails	COMMENT
MEDIUM	…er/internal/daemon/execenv/runtime_config_kind_test.go	275	// other Core command absent (the hard guardrails forbid the call).	COMMENT
MEDIUM	…er/internal/daemon/execenv/runtime_config_kind_test.go	315	// the no-background-and-yield / no-"standing by" guardrails that address	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ages/views/editor/extensions/mention-extension.test.ts	18	" at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:1006) \\~\\[spring-w	CODE
CRITICAL	apps/desktop/src/renderer/src/stores/tab-store.test.ts	1690	stored.state.byWorkspace.acme.tabs.map((tab: { url: string }) => tab.url),	CODE

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	server/cmd/server/autopilot_listeners_test.go	932	// In this implementation the admission gate also re-reads the runtime, so	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	server/internal/service/chat_quick_actions_test.go	100	"\n```\nLet me know if you need more."	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	docker-compose.selfhost.yml	11	# Usage:	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	deploy/helm/multica/values.yaml	161	# Set false to hide and reject the integration for this deployment.	COMMENT

multica-ai/multica

Open-Source Code Quality, Security and Technical Debt Review