butterbase-ai/butterbase

6.2

Adjusted Score

6.2

Raw Score

100%

Time Factor

2026-08-27

Last Push

3.3K

Stars

TypeScript

Language

304.7K

Lines of Code

1.5K

Files

888

Pattern Hits

2026-08-29

Scan Date

0.01

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 4HIGH 10MEDIUM 413LOW 461

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 888 distinct pattern matches across 18 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Decorative Section Separators396 hits · 1216 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/cli/bin/butterbase.ts	1079	// ─── ai meetings ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/__tests__/people.test.ts	3	// ─── SDK mock ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/__tests__/people.test.ts	34	// ─── Fixtures ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/__tests__/people.test.ts	65	// ─── search-person ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/__tests__/people.test.ts	127	// ─── search-company ───────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/cli/src/__tests__/people.test.ts	174	// ─── profile ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/__tests__/people.test.ts	244	// ─── email-lookup ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/__tests__/people.test.ts	286	// ─── email-status ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/lib/api-client.ts	592	// ─── RLS wrappers ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/lib/api-client.ts	631	// ─── Billing wrappers ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/lib/api-client.ts	670	// ─── Functions invoke + env wrappers ─────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/lib/api-client.ts	684	// ─── RAG wrappers ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/rag.ts	29	// ─── Collections ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/rag.ts	129	// ─── Ingest ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/rag.ts	207	// ─── Documents ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/rag.ts	249	// ─── Query ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/people.ts	7	// ─── Helpers ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/people.ts	54	// ─── search-person ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/people.ts	127	// ─── search-company ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/people.ts	201	// ─── profile ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/people.ts	277	// ─── email-lookup ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/people.ts	310	// ─── email-status ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/app-billing.ts	22	// ─── Plans ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/app-billing.ts	80	// ─── Products ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/app-billing.ts	138	// ─── Subscriptions ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/app-billing.ts	193	// ─── Orders ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/cli/src/commands/ai.ts	124	// ─── Meetings ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	39	// ─── existing tests ────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	114	// ─── set with options ──────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	132	// ─── setex ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	143	// ─── incr / decr ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	172	// ─── setnx ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	189	// ─── cas ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	207	// ─── exists ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	217	// ─── ttl ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	233	// ─── expire ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	245	// ─── mget ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	267	// ─── mset ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	284	// ─── new error classes ────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/kv.test.ts	343	// ─── quota / rate-limit error mapping ────────────────────────────────────	COMMENT
MEDIUM	packages/sdk/src/auth/session-manager.ts	149	// ── Internal helpers ─────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	41	// ── Helpers ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	152	// ── Test cases ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	156	// ── Rate limit ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	192	// ── Credits exhausted ───────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	216	// ── Value too large ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	234	// ── Storage cap ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	255	// ── Successful write: storage counter updated ────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	283	// ── Successful read: storage counter unchanged ──────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	308	// ── Overwrite: delta is net change ──────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	338	// ── Delete: storage counter decrements ──────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	363	// ── Key count: increments on new key ────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	384	// ── Key count: decrements on delete ────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	410	// ── Key count: unchanged on overwrite ────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	437	// ── Key count: batch operations ────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	474	// ── Migration sentinel tests ────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.test.ts	545	// ── Unit tests for pure helpers ────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.ts	199	// ── (1) Rate limit ────────────────────────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.ts	210	// ── (2) Value size cap (writes only) ──────────────────────────────────	COMMENT
MEDIUM	services/control-api/src/plugins/kv-quota.ts	224	// ── (3) Credits balance ───────────────────────────────────────────────	COMMENT
336 more matches not shown…

Hyper-Verbose Identifiers201 hits · 218 pts

Severity	File	Line	Snippet	Context
LOW	tests/e2e/helpers/move-app-flow.ts	191	export async function runForwardMoveAppToCompleted(opts: {	CODE
LOW	packages/shared/src/regions.ts	131	export function butterbaseRegionToFlyRegion(	CODE
LOW	packages/cli/src/lib/api-client.ts	474	export async function rotateIntegrationCredentials(	CODE
LOW	packages/cli/src/lib/api-client.ts	598	export async function createUserIsolationPolicy(appId: string, body: {	CODE
LOW	packages/cli/src/lib/lockfile-hash.ts	5	export function detectPackageManagerAndLockfile(projectDir: string): {	CODE
LOW	packages/cli/src/commands/integrations.ts	89	export async function integrationsConfigCommand(options: { app?: string }) {	CODE
LOW	packages/cli/src/commands/integrations.ts	114	export async function integrationsConfigureCommand(	CODE
LOW	packages/cli/src/commands/integrations.ts	144	export async function integrationsRotateCommand(	CODE
LOW	packages/cli/src/commands/integrations.ts	168	export async function integrationsDisableCommand(toolkit: string, options: { app?: string }) {	CODE
LOW	packages/cli/src/commands/integrations.ts	181	export async function integrationsConnectCommand(toolkit: string, options: { app?: string; redirectUrl?: string; userId?	CODE
LOW	packages/cli/src/commands/integrations.ts	199	export async function integrationsConnectionsCommand(options: { app?: string }) {	CODE
LOW	packages/cli/src/commands/integrations.ts	226	export async function integrationsDisconnectCommand(connectionId: string, options: { app?: string }) {	CODE
LOW	packages/cli/src/commands/integrations.ts	263	export async function integrationsExecuteCommand(toolName: string, options: { app?: string; data?: string; userId?: stri	CODE
LOW	packages/cli/src/commands/rag.ts	31	export async function ragCollectionsListCommand(options: { app?: string; json?: boolean }) {	CODE
LOW	packages/cli/src/commands/rag.ts	58	export async function ragCollectionsCreateCommand(	CODE
LOW	packages/cli/src/commands/rag.ts	116	export async function ragCollectionsDeleteCommand(name: string, options: { app?: string }) {	CODE
LOW	packages/cli/src/commands/people.ts	56	export async function peopleSearchPersonCommand(	CODE
LOW	packages/cli/src/commands/people.ts	129	export async function peopleSearchCompanyCommand(	CODE
LOW	packages/cli/src/commands/apps.ts	168	export async function appsUnlinkSubstrateCommand(appId: string) {	CODE
LOW	packages/cli/src/commands/apps.ts	187	export async function appsSubstrateAutopropagateCommand(appId: string, opts: { users?: boolean }) {	CODE
LOW	packages/cli/src/commands/ai.ts	199	export async function aiMeetingsEstimateCommand(options: { app?: string; durationMinutes: number; transcript?: boolean;	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	55	export async function substrateEntitiesListCommand(opts: { type?: string; limit?: string; json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	64	export async function substrateEntitiesGetCommand(id: string, opts: { json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	71	export async function substrateArtifactsListCommand(opts: { kind?: string; q?: string; limit?: string; json?: boolean })	CODE
LOW	packages/cli/src/commands/substrate.ts	82	export async function substrateArtifactsGetCommand(id: string, _opts: { json?: boolean }) {	CODE
LOW	packages/cli/src/commands/substrate.ts	100	export async function substrateMemoryListCommand(opts: {	CODE
LOW	packages/cli/src/commands/substrate.ts	124	export async function substrateOutboxListCommand(opts: { state?: string; json?: boolean }) {	CODE
LOW	packages/cli/src/commands/substrate.ts	133	export async function substrateRulesListCommand(opts: { enabled?: boolean; json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	149	export async function substrateRulesFiringsCommand(id: string, opts: { limit?: string; json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	158	export async function substrateSnapshotsCommand(opts: { days?: string; json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	167	export async function substrateSettingsShowCommand(opts: { json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	174	export async function substrateLedgerInspectCommand(actionId: string, _opts: { json?: boolean }) {	CODE
LOW	packages/cli/src/commands/substrate.ts	211	export async function substrateEntitiesUpdateCommand(id: string, opts: { patch?: string; json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	223	export async function substrateOutboxCancelCommand(id: string, opts: { json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	230	export async function substrateOutboxRetryCommand(id: string, opts: { json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	237	export async function substrateRulesCreateCommand(opts: { file?: string; json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	246	export async function substrateRulesUpdateCommand(id: string, opts: { file?: string; json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	255	export async function substrateRulesDeleteCommand(id: string, opts: { json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	262	export async function substrateRulesEnableCommand(id: string, opts: { json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	269	export async function substrateRulesDisableCommand(id: string, opts: { json?: boolean }) {	CODE
LOW⚡	packages/cli/src/commands/substrate.ts	276	export async function substrateSettingsYoloCommand(state: string, opts: { json?: boolean }) {	CODE
LOW	services/mcp-server/src/create-server.ts	85	export async function createButterbaseMcpServer() {	CODE
LOW	services/mcp-server/src/request-auth-context.ts	47	export function getRequestAuthorizationHeader(): string \| undefined {	CODE
LOW	services/mcp-server/src/active-window-cache.ts	22	export async function fetchAndCacheActiveWindow(): Promise<boolean> {	CODE
LOW	services/mcp-server/src/eligibility-listener.ts	11	export async function startActiveWindowListener(connectionString: string) {	CODE
LOW	services/mcp-server/src/tools/deploy-frontend.ts	5	export function registerCreateFrontendDeployment(server: McpServer) {	CODE
LOW	services/mcp-server/src/tools/submit-hackathon-entry.ts	85	export function registerSubmitHackathonEntry(server: McpServer) {	CODE
LOW	services/mcp-server/src/tools/manage-durable-objects.ts	5	export function registerManageDurableObjects(server: McpServer) {	CODE
LOW	services/control-api/src/config.ts	352	export function assertInternalEmailSecret(): void {	CODE
LOW	services/control-api/src/routes/hackathons-mcp.ts	13	function extractButterbaseSubdomain(value: unknown): string \| null {	CODE
LOW	services/control-api/src/routes/durable-objects.ts	98	export async function registerDurableObjectRoutes(fastify: FastifyInstance) {	CODE
LOW	services/control-api/src/routes/edge-ssr-from-source.ts	37	export async function registerEdgeSsrFromSourceRoutes(fastify: FastifyInstance) {	CODE
LOW	services/control-api/src/routes/frontend-from-source.ts	33	export async function registerFrontendFromSourceRoutes(fastify: FastifyInstance) {	CODE
LOW	services/control-api/src/routes/notification-actions.ts	47	export async function notificationActionsRoutes(app: FastifyInstance) {	CODE
LOW	services/control-api/src/routes/ai-images.ts	378	export function buildPublicImageJobResponse(absoluteBase: string, appId: string, job: ImageJobRow) {	CODE
LOW	…ntrol-api/src/routes/__tests__/admin-apps-orgs.test.ts	90	function makeFanOutRuntimeRegionsMock(	CODE
LOW	…s/control-api/src/routes/__tests__/resolved-by.test.ts	21	async function seedPausedOperatorApproval(toolName: string) {	CODE
LOW	services/control-api/src/services/app-pool.ts	124	export function getAppPoolByConnectionString(appId: string, connectionString: string): pg.Pool {	CODE
LOW	services/control-api/src/services/platform-db.ts	7	export function resolveActivePlatformDbUrl(cfg: PlatformDbConfig): string {	CODE
LOW	…ces/control-api/src/services/neon-tenant-reconciler.ts	132	export async function collectReferencedProjectIds(	CODE
141 more matches not shown…

Fake / Example Data74 hits · 77 pts

Severity	File	Line	Snippet	Context
LOW	Examples/agents/support-readonly/README.md	32	--input '{"message": "Why was I charged twice last month?", "email": "user@example.com"}' \	CODE
LOW	packages/cli/src/__tests__/people.test.ts	59	name: 'Acme Corp',	CODE
LOW⚡	packages/cli/src/__tests__/people.test.ts	160	expect(output).toContain('Acme Corp');	CODE
LOW⚡	packages/cli/src/__tests__/people.test.ts	170	expect(parsed.data.results[0].name).toBe('Acme Corp');	CODE
LOW	packages/sdk/README.md	79	email: 'user@example.com',	CODE
LOW	packages/sdk/README.md	85	email: 'user@example.com',	CODE
LOW	packages/sdk/README.md	310	to: 'user@example.com',	CODE
LOW	services/mcp-server/src/tools/integrations.ts	72	Input: { app_id: "app_abc123", action: "execute_action", tool_name: "GMAIL_SEND_EMAIL", params: { to: "user@example.c	CODE
LOW	services/mcp-server/src/tools/invoke-function.ts	14	body: { email: "user@example.com", message: "hello" }	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	440	"client_secret": "placeholder",	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	522	"email": "user@example.com",	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	524	"display_name": "Jane Doe"	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	545	"email": "user@example.com",	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	559	"email": "user@example.com",	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	561	"display_name": "Jane Doe",	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	607	"email": "user@example.com",	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	624	"email": "user@example.com"	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	638	"email": "user@example.com",	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	2908	email: 'user@example.com',	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	2914	email: 'user@example.com',	CODE
LOW	services/mcp-server/src/docs/user-documentation.ts	3711	butterbase integrations execute <tool-name> --data '{"to":"user@example.com","subject":"Hi"}' [--user-id <id>] [--app <a	CODE
LOW	services/control-api/src/routes/people.test.ts	117	fullName: 'Jane Doe',	CODE
LOW	…ces/control-api/src/routes/admin/organizations.test.ts	33	return { rows: [{ id: 'admin-uid', email: 'admin@example.com', display_name: null, is_admin: isAdmin }] };	CODE
LOW	…s/control-api/src/routes/admin/special-pricing.test.ts	20	return { rows: [{ id: 'admin-uid', email: 'admin@example.com', display_name: null, is_admin: isAdmin }] };	CODE
LOW	…ntrol-api/src/routes/__tests__/admin-apps-orgs.test.ts	69	return { rows: [{ id: 'admin-uid', email: 'admin@example.com', display_name: null, is_admin: isAdmin }] };	CODE
LOW	…trol-api/src/routes/__tests__/admin-users-orgs.test.ts	62	email: 'user@example.com',	CODE
LOW	…trol-api/src/routes/__tests__/admin-users-orgs.test.ts	135	email: 'user@example.com',	CODE
LOW	…trol-api/src/routes/__tests__/admin-users-orgs.test.ts	216	email: 'user@example.com',	CODE
LOW	…trol-api/src/routes/__tests__/admin-users-orgs.test.ts	260	email: 'user@example.com',	CODE
LOW	…/src/routes/__tests__/admin-billing-plans-orgs.test.ts	69	organization_name: 'Acme Corp',	CODE
LOW	…/src/routes/__tests__/admin-billing-plans-orgs.test.ts	106	expect(sub1.organization_name).toBe('Acme Corp');	CODE
LOW	…/src/routes/__tests__/admin-billing-plans-orgs.test.ts	135	owner_email: 'user@example.com',	CODE
LOW	…/src/routes/__tests__/admin-billing-plans-orgs.test.ts	277	email: 'user@example.com',	CODE
LOW	…/src/routes/__tests__/admin-billing-plans-orgs.test.ts	300	expect(body.recentEvents[0].email).toBe('user@example.com');	CODE
LOW⚡	…auth/__tests__/email-service-suggestion-status.test.ts	20	await sendSuggestionStatusUpdateEmail('user@example.com', {	CODE
LOW⚡	…auth/__tests__/email-service-suggestion-status.test.ts	28	expect(command.Destination.ToAddresses).toEqual(['user@example.com']);	CODE
LOW⚡	…auth/__tests__/email-service-suggestion-status.test.ts	35	await sendSuggestionStatusUpdateEmail('user@example.com', {	CODE
LOW	…auth/__tests__/email-service-suggestion-status.test.ts	51	sendSuggestionStatusUpdateEmail('user@example.com', {	CODE
LOW	…i/src/services/__tests__/clone-replay-env-vars.test.ts	151	JSON.stringify({ BUTTERBASE_API_KEY: 'placeholder' }),	CODE
LOW	…/services/__tests__/durable-objects-clone-mint.test.ts	188	BUTTERBASE_API_KEY: 'placeholder',	CODE
LOW	…/services/__tests__/durable-objects-clone-mint.test.ts	256	BUTTERBASE_API_KEY: 'placeholder',	CODE
LOW	services/control-api/src/services/people/cache.test.ts	12	fullName: 'Jane Doe',	CODE
LOW	…ices/docs/src/content/docs/api-reference/people-api.md	104	"fullName": "Jane Doe",	CODE
LOW	…ices/docs/src/content/docs/api-reference/people-api.md	230	"fullName": "Jane Doe",	CODE
LOW	…rvices/docs/src/content/docs/api-reference/auth-api.md	70	"client_secret": "placeholder",	CODE
LOW	…rvices/docs/src/content/docs/api-reference/auth-api.md	88	"email": "user@example.com",	CODE
LOW	…rvices/docs/src/content/docs/api-reference/auth-api.md	90	"display_name": "Jane Doe"	CODE
LOW	…rvices/docs/src/content/docs/api-reference/auth-api.md	106	"email": "user@example.com",	CODE
LOW	…rvices/docs/src/content/docs/api-reference/auth-api.md	108	"display_name": "Jane Doe",	CODE
LOW	…rvices/docs/src/content/docs/api-reference/auth-api.md	119	{ "email": "user@example.com" }	CODE
LOW	…rvices/docs/src/content/docs/api-reference/auth-api.md	135	{ "email": "user@example.com", "code": "123456" }	CODE
LOW	services/docs/src/content/docs/guides/lead-finder.md	185	// → { data: { fullName: "Jane Doe", headline: "VP at InwestCo", ... },	COMMENT
LOW	…/docs/src/content/docs/core-concepts/authentication.md	78	"email": "user@example.com",	CODE
LOW	…/docs/src/content/docs/core-concepts/authentication.md	80	"display_name": "Jane Doe"	CODE
LOW	…/docs/src/content/docs/core-concepts/authentication.md	96	"email": "user@example.com",	CODE
LOW	…/docs/src/content/docs/core-concepts/authentication.md	111	"email": "user@example.com",	CODE
LOW	…/docs/src/content/docs/core-concepts/authentication.md	113	"display_name": "Jane Doe",	CODE
LOW	…/docs/src/content/docs/core-concepts/authentication.md	133	"email": "user@example.com"	CODE
LOW	…/docs/src/content/docs/core-concepts/authentication.md	147	"email": "user@example.com",	CODE
LOW	…/docs/src/content/docs/core-concepts/authentication.md	165	const { data, error } = await client.auth.sendMagicLink('user@example.com');	CODE
14 more matches not shown…

Over-Commented Block72 hits · 71 pts

Severity	File	Line	Snippet	Context
LOW	scripts/rotate-do-invoker-token.sh	1	#!/usr/bin/env bash	COMMENT
LOW	…es/static-frontend-worker/src/worker.miniflare.test.ts	1	// Integration tests for the static frontend worker against a real workerd	COMMENT
LOW	…tatic-frontend-worker/src/worker-source.generated.d.ts	1	// Type declaration for the generated dist/worker-source.generated.js, written	COMMENT
LOW	packages/static-frontend-worker/src/redirects-parser.ts	1	// Cloudflare Pages-compatible `_redirects` parser.	COMMENT
LOW	packages/static-frontend-worker/src/worker.ts	1	// Per-app static frontend worker.	COMMENT
LOW	services/storage-indexer/wrangler.toml	21	# NEON_RUNTIME_PROJECT_ID_US_EAST_1 — runtime DB URL for us-east-1	COMMENT
LOW	services/storage-indexer/worker-configuration.d.ts	11881	// auth was used.	COMMENT
LOW	services/storage-indexer/worker-configuration.d.ts	11941	// Types that can be used through `Stub`s	COMMENT
LOW	services/storage-indexer/worker-configuration.d.ts	11981	[K in keyof T]: Unstubify<T[K]>;	COMMENT
LOW	services/storage-indexer/worker-configuration.d.ts	12001	// Unwrapping `Stub`s allows calling with `Stubable` arguments.	COMMENT
LOW	services/storage-indexer/worker-configuration.d.ts	12021	// You can use `wrangler types` to generate the `Env` type automatically.	COMMENT
LOW	services/storage-indexer/worker-configuration.d.ts	13101	}	COMMENT
LOW	services/mcp-server/src/request-auth-context.ts	1	import { AsyncLocalStorage } from 'node:async_hooks';	COMMENT
LOW	services/control-api/src/plugins/cors.ts	1	import fp from 'fastify-plugin';	COMMENT
LOW	services/control-api/src/plugins/auth.ts	181	scopes: [],	COMMENT
LOW	…ontrol-api/src/__tests__/clone-preflight-route.test.ts	1	// Unit tests for GET /v1/templates/:source_app_id/clone-preflight	COMMENT
LOW	…ices/control-api/src/__tests__/edge-ssr-routes.test.ts	461	// ---------------------------------------------------------------------------	COMMENT
LOW	…rvices/control-api/src/__tests__/agent-test-helpers.ts	1	// Shared test fixtures for the agent route tests.	COMMENT
LOW	…pi/src/__tests__/app-state-capture.integration.test.ts	41	// Regression coverage for the schema drift that let captureAppState ship	COMMENT
LOW	…rvices/control-api/src/__tests__/clone-lineage.test.ts	41	});	COMMENT
LOW	services/control-api/src/routes/people-webhook.ts	1	// services/control-api/src/routes/people-webhook.ts	COMMENT
LOW	services/control-api/src/routes/init.ts	141		COMMENT
LOW	services/control-api/src/routes/people.e2e.test.ts	1	// services/control-api/src/routes/people.e2e.test.ts	COMMENT
LOW	services/control-api/src/routes/auto-api.ts	481	callerType = 'service_key';	COMMENT
LOW	services/control-api/src/routes/auto-api.ts	521	}	COMMENT
LOW	services/control-api/src/routes/templates-discovery.ts	1	// Anonymous-readable template discovery — fans out across all runtime regions	COMMENT
LOW	services/control-api/src/routes/templates-discovery.ts	121	[unique],	COMMENT
LOW	services/control-api/src/routes/templates-discovery.ts	241		COMMENT
LOW	services/control-api/src/routes/people.ts	541	status: row.status,	COMMENT
LOW	services/control-api/src/routes/dashboard-agent.ts	401	resolvedBy: input.userId,	COMMENT
LOW	services/control-api/src/routes/dashboard-agent.ts	1181	// route with operator-traces.ts and the dashboard's `features/operator-traces`	COMMENT
LOW	services/control-api/src/routes/admin/organizations.ts	1	// GET /admin/organizations — list endpoint.	COMMENT
LOW	services/control-api/src/routes/admin/organizations.ts	481	// 2. If Stripe is in play (live sub + new price_id): retrieve, sanity-	COMMENT
LOW	…i/src/routes/__tests__/operator-approval-wedge.test.ts	281	// ---------------------------------------------------------------------------	COMMENT
LOW	services/control-api/src/services/spa-routing-probe.ts	1	// Post-deploy SPA routing probe.	COMMENT
LOW	services/control-api/src/services/app-resolver.ts	101	const row = result.rows[0];	COMMENT
LOW	services/control-api/src/services/digest-notifier.ts	1	// Weekly digest scanner.	COMMENT
LOW	services/control-api/src/services/neon-client.ts	301	// Neon but failed downstream (grantSchemaPrivileges, migrations, etc.),	COMMENT
LOW	services/control-api/src/services/clone-replay.ts	401	try {	COMMENT
LOW	services/control-api/src/services/clone-replay.ts	621	// apps.allowed_origins text[] — copy verbatim (CORS whitelist)	COMMENT
LOW	services/control-api/src/services/lease-service.test.ts	561	// nulled out every row in the same migration that the deploy-order rule	COMMENT
LOW	services/control-api/src/services/clone-jobs-reaper.ts	1	// services/control-api/src/services/clone-jobs-reaper.ts	COMMENT
LOW	…ontrol-api/src/services/edge-ssr-deployment.service.ts	1	// services/control-api/src/services/edge-ssr-deployment.service.ts	COMMENT
LOW	…es/control-api/src/services/durable-objects.service.ts	1	// services/control-api/src/services/durable-objects.service.ts	COMMENT
LOW	services/control-api/src/services/failure-notifier.ts	1	// services/control-api/src/services/failure-notifier.ts	COMMENT
LOW	services/control-api/src/services/failure-notifier.ts	41	): Promise<void> {	COMMENT
LOW	services/control-api/src/services/app-state-capture.ts	121	introspectRls(appPool),	COMMENT
LOW	services/control-api/src/services/app-state-capture.ts	141	// consumers (release publish/clone-replay) expect, so this query folds	COMMENT
LOW	services/control-api/src/services/neon-task-worker.ts	861	{ err: mintErr, destAppId: resolvedDestAppId },	COMMENT
LOW	services/control-api/src/services/neon-task-worker.ts	1041	logger.info(	COMMENT
LOW	services/control-api/src/services/neon-task-worker.ts	1121	// A7: Ensure dest.db_provisioned=true. provisionAppBackground already sets this	COMMENT
LOW	services/control-api/src/services/app-db-provision.ts	101	// Idempotency: a retried neon_task must adopt the project a crashed	COMMENT
LOW	…rvices/control-api/src/services/auto-refill-service.ts	81	const monthly = parseFloat(u.monthly_allowance_usd);	COMMENT
LOW	services/control-api/src/services/auth/email-layout.ts	1	// Minimal HTML email layout helpers.	COMMENT
LOW	…ontrol-api/src/services/dashboard-agent/tool-bridge.ts	121	*/	COMMENT
LOW	…vices/control-api/src/services/dashboard-agent/loop.ts	641		COMMENT
LOW	…vices/control-api/src/services/dashboard-agent/loop.ts	781	//	COMMENT
LOW	…vices/control-api/src/services/dashboard-agent/loop.ts	1281	toolCallId: tc.id,	COMMENT
LOW	…vices/control-api/src/services/dashboard-agent/loop.ts	1301	// all five sit at the 'approval' tier in OPERATOR_TOOL_TIERS — the same	COMMENT
LOW	…ces/control-api/src/services/dashboard-agent/resume.ts	161	}	COMMENT
12 more matches not shown…

Structural Annotation Overuse39 hits · 67 pts

Severity	File	Line	Snippet	Context
LOW	Examples/grocery-list-2026-04-03/BUTTERBASE_SETUP.md	5	## Step 1: Initialize app	COMMENT
LOW	Examples/grocery-list-2026-04-03/BUTTERBASE_SETUP.md	20	## Step 2: Apply schema	COMMENT
LOW	Examples/grocery-list-2026-04-03/BUTTERBASE_SETUP.md	85	## Step 3: Row-level security	COMMENT
LOW	Examples/grocery-list-2026-04-03/BUTTERBASE_SETUP.md	97	## Step 4: CORS	COMMENT
LOW	Examples/grocery-list-2026-04-03/BUTTERBASE_SETUP.md	108	## Step 5: Recipe assistant (serverless function)	COMMENT
LOW	Examples/todo-2026-04-02/BUTTERBASE_SETUP.md	5	## Step 1: Initialize App	COMMENT
LOW	Examples/todo-2026-04-02/BUTTERBASE_SETUP.md	15	## Step 2: Apply Schema	COMMENT
LOW	Examples/todo-2026-04-02/BUTTERBASE_SETUP.md	77	## Step 3: Enable RLS	COMMENT
LOW	Examples/todo-2026-04-02/BUTTERBASE_SETUP.md	94	## Step 4: Configure CORS	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	98	// Step 1: Create deployment (get upload URL)	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	101	// Step 2: Zip the directory	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	105	// Step 3: Upload zip to presigned URL	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	109	// Step 4: Start the deployment pipeline	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	113	// Step 5: Poll until terminal state (5 s × 60 = 5 min max)	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	81	// Step 1: Create deployment	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	84	// Step 2: Zip directory	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	88	// Step 3: Upload	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	92	// Step 4: Start deployment	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	96	// Step 5: Poll until done	COMMENT
LOW	packages/sdk/src/rag/rag-client.ts	105	// Step 1: Upload file to storage to get an object ID	COMMENT
LOW	packages/sdk/src/rag/rag-client.ts	123	// Step 2: Upload the file to the presigned URL	COMMENT
LOW	packages/sdk/src/rag/rag-client.ts	134	// Step 3: Ingest using the storage object ID	COMMENT
LOW⚡	services/control-api/src/plugins/auth.ts	346	// Step 1: Create a candidate personal org (may be discarded on conflict).	COMMENT
LOW⚡	services/control-api/src/plugins/auth.ts	355	// Step 2: Upsert platform_users.	COMMENT
LOW	services/control-api/src/routes/rag.ts	807	// Step 1: Embed the query	COMMENT
LOW	services/control-api/src/routes/rag.ts	818	// Step 2: Similarity search with RLS	COMMENT
LOW	services/control-api/src/routes/rag.ts	851	// Step 3: Optional synthesis	COMMENT
LOW⚡	…l-api/src/routes/__tests__/dashboard-agent.e2e.test.ts	338	// Step 1: USER_A creates conversation	COMMENT
LOW⚡	…l-api/src/routes/__tests__/dashboard-agent.e2e.test.ts	348	// Step 2: USER_A posts one message (mock a simple no-tool-call pass)	COMMENT
LOW	…l-api/src/routes/__tests__/dashboard-agent.e2e.test.ts	391	// Step 4: USER_A can still access their conversation (DELETE was a no-op)	COMMENT
LOW	services/control-api/src/services/neon-task-worker.ts	1100	// Step 7: replay the source's most recent published frontend by copying	COMMENT
LOW⚡	services/control-api/src/services/app-plan-resolver.ts	33	// Step 1: get owner_id from runtime DB (apps is a runtime-tier table)	COMMENT
LOW⚡	services/control-api/src/services/app-plan-resolver.ts	40	// Step 2: get plan_id from the owner's personal org (Plan 07 moved	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	189	// Step 1: Download and parse the document	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	208	// Step 2: Chunk the text	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	224	// Step 3: Batch embed chunks	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	246	// Step 4: Insert chunks into app database	COMMENT
LOW	services/docs/src/content/docs/guides/monetization.md	20	### Step 1: Onboard your Connect account	COMMENT
LOW	services/docs/src/content/docs/guides/monetization.md	28	### Step 2: Check onboarding status	COMMENT

Verbosity Indicators28 hits · 51 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	98	// Step 1: Create deployment (get upload URL)	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	101	// Step 2: Zip the directory	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	105	// Step 3: Upload zip to presigned URL	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	109	// Step 4: Start the deployment pipeline	COMMENT
LOW⚡	packages/cli/src/commands/deploy-edge-ssr.ts	113	// Step 5: Poll until terminal state (5 s × 60 = 5 min max)	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	81	// Step 1: Create deployment	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	84	// Step 2: Zip directory	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	88	// Step 3: Upload	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	92	// Step 4: Start deployment	COMMENT
LOW⚡	packages/cli/src/commands/deploy.ts	96	// Step 5: Poll until done	COMMENT
LOW	packages/sdk/src/rag/rag-client.ts	105	// Step 1: Upload file to storage to get an object ID	COMMENT
LOW	packages/sdk/src/rag/rag-client.ts	123	// Step 2: Upload the file to the presigned URL	COMMENT
LOW	packages/sdk/src/rag/rag-client.ts	134	// Step 3: Ingest using the storage object ID	COMMENT
LOW⚡	services/control-api/src/plugins/auth.ts	346	// Step 1: Create a candidate personal org (may be discarded on conflict).	COMMENT
LOW⚡	services/control-api/src/plugins/auth.ts	355	// Step 2: Upsert platform_users.	COMMENT
LOW	services/control-api/src/routes/rag.ts	807	// Step 1: Embed the query	COMMENT
LOW	services/control-api/src/routes/rag.ts	818	// Step 2: Similarity search with RLS	COMMENT
LOW	services/control-api/src/routes/rag.ts	851	// Step 3: Optional synthesis	COMMENT
LOW⚡	…l-api/src/routes/__tests__/dashboard-agent.e2e.test.ts	338	// Step 1: USER_A creates conversation	COMMENT
LOW⚡	…l-api/src/routes/__tests__/dashboard-agent.e2e.test.ts	348	// Step 2: USER_A posts one message (mock a simple no-tool-call pass)	COMMENT
LOW	…l-api/src/routes/__tests__/dashboard-agent.e2e.test.ts	391	// Step 4: USER_A can still access their conversation (DELETE was a no-op)	COMMENT
LOW	services/control-api/src/services/neon-task-worker.ts	1100	// Step 7: replay the source's most recent published frontend by copying	COMMENT
LOW⚡	services/control-api/src/services/app-plan-resolver.ts	33	// Step 1: get owner_id from runtime DB (apps is a runtime-tier table)	COMMENT
LOW⚡	services/control-api/src/services/app-plan-resolver.ts	40	// Step 2: get plan_id from the owner's personal org (Plan 07 moved	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	189	// Step 1: Download and parse the document	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	208	// Step 2: Chunk the text	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	224	// Step 3: Batch embed chunks	COMMENT
LOW	services/control-api/src/services/rag-worker.ts	246	// Step 4: Insert chunks into app database	COMMENT

Cross-File Repetition9 hits · 45 pts

Severity	File	Snippet	Context
HIGH	services/agent-runtime/tests/test_runner.py	insert into agent_runs (app_id, agent_id, caller_kind, input, status) values ($1, $2, 'function', $3::jsonb, 'queued') r	STRING
HIGH	services/agent-runtime/tests/test_e2e_smoke.py	insert into agent_runs (app_id, agent_id, caller_kind, input, status) values ($1, $2, 'function', $3::jsonb, 'queued') r	STRING
HIGH	services/agent-runtime/tests/live/e2e_workflow.py	insert into agent_runs (app_id, agent_id, caller_kind, input, status) values ($1, $2, 'function', $3::jsonb, 'queued') r	STRING
HIGH	services/agent-runtime/tests/live/e2e_run.py	insert into agent_runs (app_id, agent_id, caller_kind, input, status) values ($1, $2, 'function', $3::jsonb, 'queued') r	STRING
HIGH	services/agent-runtime/tests/live/e2e_tools.py	insert into agent_runs (app_id, agent_id, caller_kind, input, status) values ($1, $2, 'function', $3::jsonb, 'queued') r	STRING
HIGH	services/agent-runtime/tests/test_e2e_smoke.py	insert into platform_users (id, email) values (gen_random_uuid(), $1) on conflict (email) do update set email = excluded	STRING
HIGH	services/agent-runtime/tests/live/e2e_workflow.py	insert into platform_users (id, email) values (gen_random_uuid(), $1) on conflict (email) do update set email = excluded	STRING
HIGH	services/agent-runtime/tests/live/e2e_run.py	insert into platform_users (id, email) values (gen_random_uuid(), $1) on conflict (email) do update set email = excluded	STRING
HIGH	services/agent-runtime/tests/live/e2e_tools.py	insert into platform_users (id, email) values (gen_random_uuid(), $1) on conflict (email) do update set email = excluded	STRING

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ontrol-api/src/services/move-app/saga-executor.test.ts	59	const calls: string[] = ctx._client.query.mock.calls.map((c: any[]) =>	CODE
CRITICAL	…ontrol-api/src/services/move-app/saga-executor.test.ts	62	const updateCall = ctx._client.query.mock.calls.find(	CODE
CRITICAL	…ontrol-api/src/services/move-app/saga-executor.test.ts	84	const updateCall = ctx._client.query.mock.calls.find(	CODE
CRITICAL	…ontrol-api/src/services/move-app/saga-executor.test.ts	105	const errorUpdateCall = ctx._client.query.mock.calls.find(	CODE

Modern AI Meta-Vocabulary12 hits · 34 pts

Severity	File	Line	Snippet	Context
MEDIUM	README.md	66	- Claude Code plugin — `packages/plugin` (submodule of [butterbase-skills](https://github.com/butterbase-ai/butterba	CODE
MEDIUM	services/mcp-server/src/docs/user-documentation.ts	2269	### Webhooks (event-driven flow)	COMMENT
MEDIUM	services/mcp-server/src/docs/user-documentation.ts	3365	rag: `## RAG (Retrieval-Augmented Generation)	CODE
MEDIUM	…c/routes/__tests__/dashboard-agent-builder.e2e.test.ts	179	// Return empty repo — triggers template scaffold path	COMMENT
MEDIUM	…vices/control-api/src/services/dashboard-agent/loop.ts	893	// Capture baseline BEFORE scaffold so every template file counts as	COMMENT
MEDIUM	…ol-api/src/services/dashboard-agent/build-hydration.ts	157	// empty" would send the build down a path that compiles a scaffold in	COMMENT
MEDIUM	…c/services/dashboard-agent/__tests__/repo-http.test.ts	177	// on a false here, and MUST NOT see a throw, or it would skip the scaffold.	COMMENT
MEDIUM	…c/services/dashboard-agent/__tests__/repo-http.test.ts	191	// scaffold behaviour is identical whichever implementation is in play.	COMMENT
MEDIUM	…c/services/dashboard-agent/__tests__/repo-http.test.ts	204	// the turn down the scaffold path and then try to PUSH a template into	COMMENT
MEDIUM	…vices/docs/src/content/docs/api-reference/mcp-tools.md	137	## RAG (Retrieval-Augmented Generation)	COMMENT
MEDIUM	…ices/docs/src/content/docs/templates/butter-support.md	25	### Docs ingestion and RAG	COMMENT
MEDIUM	…ices/docs/src/content/docs/templates/butter-support.md	157	### 3. Create the RAG collection and ingest your docs	COMMENT

Unused Imports21 hits · 21 pts

Severity	File	Line	Context
LOW	services/agent-runtime/tests/test_hitl.py	7	CODE
LOW	services/agent-runtime/tests/test_safe_request.py	2	CODE
LOW	services/agent-runtime/tests/test_recovery.py	4	CODE
LOW	services/agent-runtime/tests/test_recovery.py	4	CODE
LOW	services/agent-runtime/tests/test_recovery.py	4	CODE
LOW	services/agent-runtime/tests/test_heartbeat.py	3	CODE
LOW	services/agent-runtime/tests/test_webhooks.py	3	CODE
LOW	services/agent-runtime/tests/test_runner.py	9	CODE
LOW	services/agent-runtime/tests/test_tools_base.py	2	CODE
LOW	services/agent-runtime/tests/test_routes_lifecycle.py	12	CODE
LOW	services/agent-runtime/src/agent_runtime/compiler.py	8	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	3	CODE

Self-Referential Comments4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	services/mcp-server/src/docs/user-documentation.ts	1562	### Creating the zip file correctly (Windows and AI assistants)	COMMENT
MEDIUM	services/mcp-server/src/docs/user-documentation.ts	3052	# Create a new app	COMMENT
MEDIUM	services/control-api/src/routes/llms-txt.ts	20	### Creating a Todo App Backend	COMMENT
MEDIUM	services/agent-runtime/tests/test_hitl.py	86	# Create a registry with the interrupt tool	COMMENT

Excessive Try-Catch Wrapping12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	services/agent-runtime/src/agent_runtime/runner.py	299	except Exception as exc:	CODE
LOW	services/agent-runtime/src/agent_runtime/compiler.py	78	except Exception as e:	CODE
LOW	services/agent-runtime/src/agent_runtime/compiler.py	154	except Exception as e:	CODE
LOW	services/agent-runtime/src/agent_runtime/cancel.py	43	except Exception:	CODE
LOW	services/agent-runtime/src/agent_runtime/events.py	45	except Exception:	CODE
LOW	…rvices/agent-runtime/src/agent_runtime/safe_request.py	41	except Exception as exc:	CODE
LOW	…rvices/agent-runtime/src/agent_runtime/redis_client.py	17	except Exception:	CODE
LOW	services/agent-runtime/src/agent_runtime/heartbeat.py	41	except Exception:	CODE
LOW	services/agent-runtime/src/agent_runtime/webhooks.py	54	except Exception:	CODE
LOW	services/agent-runtime/src/agent_runtime/webhooks.py	62	except Exception:	CODE
LOW	services/agent-runtime/src/agent_runtime/webhooks.py	92	except Exception as exc:	CODE
LOW	services/agent-runtime/src/agent_runtime/routes/runs.py	79	except Exception:	CODE

Modern Structural Boilerplate8 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	services/agent-runtime/tests/test_runner_lifecycle.py	158	async def _set_graph_spec(pg_pool, run_id: str, graph_spec: dict) -> None:	CODE
LOW⚡	services/agent-runtime/tests/test_runner_lifecycle.py	171	async def _set_run_input(pg_pool, run_id: str, input_data: dict) -> None:	CODE
LOW	services/agent-runtime/src/agent_runtime/cancel.py	5	logger = logging.getLogger(__name__)	CODE
LOW	services/agent-runtime/src/agent_runtime/events.py	8	logger = logging.getLogger(__name__)	CODE
LOW	services/agent-runtime/src/agent_runtime/app.py	17	logger = logging.getLogger(__name__)	CODE
LOW	services/agent-runtime/src/agent_runtime/webhooks.py	11	logger = logging.getLogger(__name__)	CODE
LOW	…ices/agent-runtime/src/agent_runtime/tools/__init__.py	16	__all__ = [	CODE
LOW	services/agent-runtime/src/agent_runtime/routes/runs.py	21	logger = logging.getLogger(__name__)	CODE

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	services/agent-runtime/tests/live/fake_openrouter.py	21	CODE
LOW	services/agent-runtime/src/agent_runtime/runner.py	90	CODE
LOW	services/agent-runtime/src/agent_runtime/compiler.py	28	CODE
LOW	services/agent-runtime/src/agent_runtime/compiler.py	174	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	services/control-api/src/services/neon-task-worker.ts	1124	// robust to any future refactor that might decouple those two writes.	COMMENT

Magic Placeholder Names1 hit · 2 pts

Severity	File	Line	Snippet	Context
HIGH	.gitleaks.toml	17	'''YOUR_API_KEY''',	STRING

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/rotate-do-invoker-token.sh	14	# Usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	dispatch-worker/index.js	97	export async function handleRequest(request, env, ctx) {	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings