AI Slop Code Risk Monitor

UsefulSoftwareCo/executor

SlopCodeMonitor badge for UsefulSoftwareCo/executor Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment.

2.6 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for UsefulSoftwareCo/executor, a TypeScript project with 4,305 GitHub stars. SynthScan examined 517,495 lines of code across 2337 source files, recording 966 pattern matches distributed across 10 syntactic categories. The legacy adjusted pattern signal is 2.6 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

2.6
Adjusted Signal
2.6
Raw Pattern Score
100%
Time Factor
2026-10-31
Last Push
4.3K
Stars
TypeScript
Language
517.5K
Lines of Code
2.3K
Files
966
Pattern Hits
2026-10-31
Scan Date
0.01
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 8.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 857 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.3/100 · LOW

Are imports declared and package/API names verified? 32 finding(s).

Agent Over-Engineering Ratio 2.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 137 finding(s).

PR Review Velocity Impact 12.2/100 · LOW

Which changes need focused human review? 966 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 23HIGH 0MEDIUM 89LOW 854

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 966 distinct pattern matches across 10 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block783 hits · 780 pts
SeverityFileLineSnippetContext
LOW.astro/types.d.ts1/// <reference types="astro/client" />COMMENT
LOWexamples/promise-sdk/src/main.ts121// type: "apiKey",COMMENT
LOWexamples/all-plugins/src/main.ts1// ---------------------------------------------------------------------------COMMENT
LOWexamples/all-plugins/src/main.ts101 // credentials: {COMMENT
LOWpackages/core/fumadb/src/adapters/drizzle/query.ts41 // Even a single row cannot fit the advertised budget. Clamping to one rowCOMMENT
LOWpackages/core/vite-plugin/src/index.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/vite-plugin/src/index.ts121COMMENT
LOWpackages/core/vite-plugin/src/index.ts181 `plugin's UI will not be bundled. Check that the package is ` +COMMENT
LOWpackages/core/vite-plugin/src/index.ts241// Consumers wanting strong typing for `virtual:executor/plugins-client`COMMENT
LOWpackages/core/config/src/schema.ts101COMMENT
LOWpackages/core/config/src/load-plugins.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/config/src/sink.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/executor.ts241// grant redeems a token the first already consumed, and a provider thatCOMMENT
LOWpackages/core/sdk/src/executor.ts581// the same store through a `reach: "tenant"` context so it can answerCOMMENT
LOWpackages/core/sdk/src/executor.ts2061 // Shared with every other execution stack built over this same handle —COMMENT
LOWpackages/core/sdk/src/executor.ts2081 // Reach stays "bound"; only the write axis changes. SeeCOMMENT
LOWpackages/core/sdk/src/executor.ts2241 * Optional methods stay optional — a provider that cannot enumerate must notCOMMENT
LOWpackages/core/sdk/src/executor.ts2881 // (refresh token first) bounds the damage once a grant hasCOMMENT
LOWpackages/core/sdk/src/executor.ts2921 fetch: config.fetch,COMMENT
LOWpackages/core/sdk/src/executor.ts2941 // called a SUCCESS is this grant's death certificateCOMMENT
LOWpackages/core/sdk/src/executor.ts3061 // settle, so a 401 arriving after a refresh completed starts a freshCOMMENT
LOWpackages/core/sdk/src/executor.ts3621 status: "degraded",COMMENT
LOWpackages/core/sdk/src/executor.ts3681 : { tools_synced_at: Date.now() };COMMENT
LOWpackages/core/sdk/src/executor.ts3701 // the sync time so the stale-catalog check does not re-attempt thisCOMMENT
LOWpackages/core/sdk/src/executor.ts4041 // one credential input. An empty binding (no inputs at all — e.g. anCOMMENT
LOWpackages/core/sdk/src/executor.ts4281 };COMMENT
LOWpackages/core/sdk/src/executor.ts4321 b("row_id", "=", insertedRowId),COMMENT
LOWpackages/core/sdk/src/executor.ts4381 );COMMENT
LOWpackages/core/sdk/src/executor.ts5321 // `provider_state` wholesale, re-opens probing. Nothing is written:COMMENT
LOWpackages/core/sdk/src/executor.ts5361 const spec = describeHealthCheckForRow(integrationRow) ?? undefined;COMMENT
LOWpackages/core/sdk/src/executor.ts5661 const toolsSyncTtlMs =COMMENT
LOWpackages/core/sdk/src/executor.ts5721 ? b.isNull("tools_synced_at")COMMENT
LOWpackages/core/sdk/src/executor.ts6641COMMENT
LOWpackages/core/sdk/src/executor.ts6661 // handler at construction), so an abandoned read cannotCOMMENT
LOWpackages/core/sdk/src/executor.ts6801 // the two run concurrently. Both start only afterCOMMENT
LOWpackages/core/sdk/src/executor.ts6861 }),COMMENT
LOWpackages/core/sdk/src/executor.ts6901 // Interrupting an already-completed (or already-joined) fiber is aCOMMENT
LOWpackages/core/sdk/src/executor.ts6961 // One integration-row read + one projector run. Resolve the method thisCOMMENT
LOWpackages/core/sdk/src/executor.ts7181 ),COMMENT
LOWpackages/core/sdk/src/oauth.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/subject-registry.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/blob.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/executor-fuma-db.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/insufficient-scope.ts1// Detecting a scope-insufficient upstream rejection. A 403 that means "thisCOMMENT
LOWpackages/core/sdk/src/policies.ts61export type PolicySource = "user" | "plugin-default";COMMENT
LOWpackages/core/sdk/src/promise-executor.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/promise-executor.ts21 type InvokeOptions as EffectInvokeOptions,COMMENT
LOW…kages/core/sdk/src/sqlite-oauth-client-gc-migration.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/oauth-discovery.ts1// ---------------------------------------------------------------------------COMMENT
LOWpackages/core/sdk/src/migration-spec.ts121//COMMENT
LOWpackages/core/sdk/src/migration-spec.ts341 };COMMENT
LOWpackages/core/sdk/src/migration-spec.ts581export const migrateExpiresAt = (input: {COMMENT
LOWpackages/core/sdk/src/migration-spec.ts661COMMENT
LOWpackages/core/sdk/src/migration-spec.ts701 if (slotKey.endsWith(":connection")) return "oauth-access";COMMENT
LOWpackages/core/sdk/src/migration-spec.ts1021 : {}),COMMENT
LOWpackages/core/sdk/src/fuma-runtime.test.ts1// Regression for the "StorageError: Failed query: …" reports in production.COMMENT
LOWpackages/core/sdk/src/public-origin.ts1// Shared resolution of a host's PUBLIC ORIGIN — the pinned base URL every hostCOMMENT
LOWpackages/core/sdk/src/core-schema.ts141 // name, so cloud backfills `name` from it (migration 0006) and otherCOMMENT
LOWpackages/core/sdk/src/core-schema.ts161 // write under the owner policy — lazily rebuild on their next read.COMMENT
LOWpackages/core/sdk/src/core-schema.ts221 description: nullableTextColumn("description"),COMMENT
723 more matches not shown…
Decorative Section Separators76 hits · 246 pts
SeverityFileLineSnippetContext
MEDIUMpackages/core/api/src/update-check.ts152// ── dist-tags resolution ──────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/api/src/update-check.ts252// ── checkForUpdate ─────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/api/src/admin/admin-users.test.ts654 // ── Host identity join ────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/api/src/admin/admin-users.test.ts1033 // ── ?search= ──────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/api/src/account/api.ts20// ── Neutral errors ─────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/api/src/account/api.ts49// ── Shared shapes ────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/core/api/src/account/api.ts182// ── Group ────────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/app/src/web/shell.tsx23// ── Env ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/app/src/web/shell.tsx36// ── NavItem ──────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/app/src/web/shell.tsx55// ── PluginNav ────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/app/src/web/shell.tsx102// ── IntegrationList ───────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/app/src/web/shell.tsx167// ── SidebarContent ───────────────────────────────────────────────────────COMMENT
MEDIUMpackages/app/src/web/shell.tsx287// ── Shell ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/components/update-card.tsx54// ── useLatestVersion ────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/components/update-card.tsx106// ── Card chrome ──────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/components/update-card.tsx142// ── NpmUpdateCard (npm-installed CLI: copyable command) ───────────────────COMMENT
MEDIUMpackages/react/src/components/update-card.tsx230// ── DesktopUpdateCard (desktop app: native restart action) ────────────────COMMENT
MEDIUMpackages/react/src/components/update-card.tsx278// ── SidebarUpdateCard (the only export the shells consume) ────────────────COMMENT
MEDIUMpackages/react/src/lib/admin-users-display.ts21// ── Last seen ───────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/lib/admin-users-display.ts69// ── Identity ────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/lib/admin-users-display.ts142// ── Connections ─────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/lib/admin-users-display.ts236// ── Connect links ───────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/lib/admin-users-display.ts266// ── Paging ──────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/api/analytics.tsx36 // ── Integrations ─────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/api/analytics.tsx69 // ── Connections & auth ───────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/api/analytics.tsx110 // ── Tools ────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx127 // ── Policies page ────────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx137 // ── Artifacts page ───────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx142 // ── API keys ─────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx150 // ── Organization ─────────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx156 // ── Executions & approvals ───────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx165 // ── MCP install / onboarding ─────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx177 // ── Command palette ──────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx183 // ── Docs / help ──────────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/analytics.tsx186 // ── Cloud: auth & onboarding ─────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/api/analytics.tsx206 // ── Cloud: billing & support ─────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/account-atoms.tsx13// ── Identity ─────────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/account-atoms.tsx20// ── API keys ───────────────────────────────────────────────────────────────COMMENT
MEDIUM⚡packages/react/src/api/account-atoms.tsx29// ── Org API keys ────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/api/account-atoms.tsx42// ── Organization members ─────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/pages/admin-users.tsx104// ── Access denied ───────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/pages/admin-users.tsx123// ── Health ──────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/pages/admin-users.tsx149// ── Integration icons ───────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/pages/admin-users.tsx260// ── Identity ────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/pages/admin-users.tsx365// ── Detail sheet ────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/pages/admin-users.tsx526// ── Search ──────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/pages/admin-users.tsx603// ── Page ────────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx116// ── Brand ────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx126// ── NavItem ──────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx145// ── DocsLink ───────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx184// ── IntegrationList ───────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx252// ── Avatar / initials ──────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx277// ── UserFooter ──────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx344// ── SidebarContent ───────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/shell.tsx429// ── Shell ─────────────────────────────────────────────────────────────────COMMENT
MEDIUMpackages/react/src/multiplayer/auth-hint.tsx61// ── Browser-side cookie maintenance (AuthProvider) ───────────────────────────COMMENT
MEDIUMe2e/selfhost/mcp-opencode-consent.test.ts65 // ── Terminal: drive the real OpenCode binary ─────────────────────────COMMENT
MEDIUMe2e/selfhost/mcp-opencode-consent.test.ts112 // ── Browser: approve the connection on the real consent screen ───────COMMENT
MEDIUMe2e/cloud/org-api-keys-console.test.ts44 // ── The admin's view: mint, verify, revoke ──────────────────────────────COMMENT
MEDIUMe2e/cloud/org-api-keys-console.test.ts123 // ── The plain member's view ───────────────────────────────────────────COMMENT
16 more matches not shown…
Hallucination Indicators23 hits · 230 pts
SeverityFileLineSnippetContext
CRITICALpackages/core/sdk/src/pending-approval.test.ts14 code: 'return await tools.github.user.main.issues.create({"title":"x"})',CODE
CRITICALpackages/hosts/mcp/src/artifacts-tools.test.ts2208 code: "function App(){ useQuery(tools.vercel.user.personalVercel.domains.getDomains.queryOptions({})); returCODE
CRITICALpackages/hosts/mcp/src/artifacts-tools.test.ts2283 'return await tools.vercel.user.personalVercel.domains.getDomains({"limit":100})',CODE
CRITICALpackages/hosts/mcp/src/artifacts-tools.test.ts2305 expect(prod.executed).toEqual(["return await tools.linear.org.linearProd.issues.list({})"]);CODE
CRITICALpackages/hosts/mcp/src/artifacts-tools.test.ts2313 expect(staging.executed).toEqual(["return await tools.linear.user.myLinear.issues.list({})"]);CODE
CRITICALpackages/hosts/mcp/src/artifacts-tools.test.ts2357 action: { code: "return await tools.stripe.org.acme.charges.list({})" },CODE
CRITICALpackages/hosts/mcp/src/artifacts-tools.test.ts2389 code: "function App(){ useQuery(tools.inventory.org.main.listItems.queryOptions({})); return <div/>; }",CODE
CRITICALpackages/hosts/mcp/src/artifact-bindings.test.ts111 `useQuery(tools.vercel.user.personalVercel.domains.getDomains.queryOptions({}));`,CODE
CRITICALpackages/hosts/mcp/src/artifact-bindings.test.ts120 oldStyleAddressRejection(`useQuery(tools.inventory.org.main.listItems.queryOptions({}));`),CODE
CRITICALpackages/hosts/mcp/src/artifact-bindings.test.ts138 oldStyleAddressRejection(`useQuery(tools.acme.admin.user.get.queryOptions({}));`),CODE
CRITICAL…/kernel/runtime-dynamic-worker/src/integration.test.ts283 await tools.mp.org.main.body.submit({ body: { file, name: "Acme" } });CODE
CRITICAL…/kernel/runtime-dynamic-worker/src/integration.test.ts313 await tools.u8.org.main.body.submit({ body: { file: bytes } });CODE
CRITICAL…/kernel/runtime-dynamic-worker/src/integration.test.ts345 await tools.j.org.main.body.submit({ body: { name: "Acme", count: 7, ok: true } });CODE
CRITICAL…/kernel/runtime-dynamic-worker/src/integration.test.ts366 await tools.oct.org.main.body.submit({ body: payload });CODE
CRITICAL…s/kernel/runtime-dynamic-worker/src/invocation.test.ts997 const result = yield* executor.execute("async () => tools.a.b.c.d.e({})", invoker);CODE
CRITICALe2e/scenarios/oauth-client-handoff.test.ts78const handoff = await tools.executor.coreTools.oauth.clients.createHandoff({CODE
CRITICALe2e/scenarios/oauth-client-handoff.test.ts101const handoff = await tools.executor.coreTools.oauth.clients.createHandoff({CODE
CRITICALe2e/scenarios/oauth-client-handoff.test.ts199const result = await tools.executor.coreTools.oauth.clients.create({CODE
CRITICALe2e/scenarios/oauth-client-handoff.test.ts211const result = await tools.executor.coreTools.oauth.clients.list({});CODE
CRITICALe2e/scenarios/oauth-client-handoff.test.ts264const handoff = await tools.executor.coreTools.oauth.clients.createHandoff({CODE
CRITICALe2e/scenarios/oauth-client-handoff.test.ts278const result = await tools.executor.coreTools.oauth.clients.list({});CODE
CRITICALapps/desktop/scripts/smoke-sidecar.ts558const list = unwrapToolData(await tools.petstore.org.main.pets.listPets({}));CODE
CRITICALapps/desktop/scripts/smoke-sidecar.ts559const fetchedData = unwrapToolData(await tools.petstore.org.main.pets.getPet({ petId: list[1].id }));CODE
Hyper-Verbose Identifiers60 hits · 62 pts
SeverityFileLineSnippetContext
LOW…in-executor/rules/no-cross-package-relative-imports.js33function getCrossPackageRelativeImport(filename, specifier) {CODE
LOW…xlint-plugin-executor/rules/no-effect-internal-tags.js62function reportIfEffectTagComparison(CODE
LOW…xlint-plugin-executor/rules/no-effect-internal-tags.js92function isEffectTagForImportedModule(tag, importedEffectModules) {CODE
LOW…s/core/fumadb/src/migration-engine/auto-from-schema.ts22export function generateMigrationFromSchema(CODE
LOW…s/core/fumadb/src/migration-engine/auto-from-schema.ts248 function onTableUnusedForeignKeyCheck(CODE
LOW…s/core/fumadb/src/migration-engine/auto-from-schema.ts271 function onTableUnusedColumnsCheck(CODE
LOW…ore/fumadb/src/adapters/kysely/migration/introspect.ts625async function postgresqlIntrospectAttnumToName(CODE
LOW…ore/fumadb/src/adapters/kysely/migration/introspect.ts751async function introspectUniqueConstraints(CODE
LOW…ore/fumadb/src/adapters/kysely/migration/introspect.ts843async function introspectTableForeignKeys(CODE
LOW…s/core/fumadb/src/adapters/kysely/migration/execute.ts77function createUniqueIndexOrConstraint(CODE
LOW…s/core/fumadb/src/adapters/kysely/migration/execute.ts91function dropUniqueIndexOrConstraint(CODE
LOW…s/core/fumadb/src/adapters/kysely/migration/execute.ts388function mssqlDropDefaultConstraint(tableName: string, columnName: string) {CODE
LOWpackages/core/fumadb/src/adapters/drizzle/query.ts32function parameterBoundedBatchSize(CODE
LOWpackages/core/sdk/src/owner-policy.ts217export function assertExecutorOwnerPolicyTable(table: AnyTable, tableKey?: string): void {CODE
LOWpackages/plugins/toolkits/src/page.tsx414function ToolkitConnectionIconStack(props: { connections: readonly ConfiguredConnectionView[] }) {CODE
LOW…s/plugins/mcp/src/react/McpRemoteIntegrationFields.tsx34export function McpRemoteIntegrationFields(props: {CODE
LOWpackages/plugins/mcp/src/react/auth-method-config.ts75export function mcpAuthMethodInputFromEditorValue(CODE
LOWpackages/plugins/mcp/src/react/auth-method-config.ts91export function editorValueFromMcpAuthMethod(method: McpAuthMethod): AuthTemplateEditorValue {CODE
LOWpackages/plugins/mcp/src/react/auth-method-config.ts123export function mcpAuthMethodInputsFromPlacements(CODE
LOW…es/plugins/openapi/src/react/AddOpenApiIntegration.tsx113export function AddOpenApiHealthCheckSection(props: {CODE
LOW…ckages/plugins/openapi/src/react/auth-method-config.ts77export function editorValueFromAuthentication(template: Authentication): AuthTemplateEditorValue {CODE
LOW…ckages/plugins/openapi/src/react/auth-method-config.ts112export function authenticationFromEditorValue(CODE
LOW…/openapi/src/react/OpenApiIntegrationDetailsFields.tsx26export function OpenApiIntegrationDetailsFields(props: {CODE
LOWpackages/plugins/openapi/src/react/plugin-client.tsx17export default function createOpenApiClientPlugin(config?: OpenApiClientConfig) {CODE
LOW…ckages/plugins/graphql/src/react/auth-method-config.ts41export function graphqlAuthMethodInputFromEditorValue(CODE
LOW…ckages/plugins/graphql/src/react/auth-method-config.ts49export function editorValueFromGraphqlAuthMethod(CODE
LOW…ckages/plugins/graphql/src/react/auth-method-config.ts73export function graphqlAuthMethodInputsFromPlacements(CODE
LOWpackages/react/src/plugins/oauth-sign-in.tsx150export function oauthClientIdMetadataDocumentUrl(options?: {CODE
LOWpackages/react/src/plugins/oauth-reconnect.ts141export function retryReconnectClientsOnMenuOpen(CODE
LOW…kages/react/src/plugins/use-effective-oauth-client.tsx174export function selectClientsForEndpoints(CODE
LOW…kages/react/src/plugins/use-effective-oauth-client.tsx288export function useOAuthClientsForIntegration(opts: {CODE
LOW…kages/react/src/plugins/use-effective-oauth-client.tsx366export function selectDcrClientsForIntegration(CODE
LOWpackages/react/src/plugins/integration-identity.tsx43export function integrationDisplayNameFromUrl(url: string, integrationKind: string): string | null {CODE
LOWpackages/react/src/plugins/integration-identity.tsx129export function integrationDisplayNameFromStdio(CODE
LOWpackages/react/src/plugins/integration-identity.tsx217export function IntegrationIdentityFields({CODE
LOWpackages/react/src/plugins/integration-identity.tsx247export function IntegrationIdentityFieldRows({CODE
LOWpackages/react/src/components/chart.tsx324function getPayloadConfigFromPayload(config: ChartConfig, payload: unknown, key: string) {CODE
LOW…react/src/components/integration-icon-with-account.tsx3export function IntegrationIconWithAccount(props: {CODE
LOWpackages/react/src/components/add-account-modal.tsx154export function createCredentialPayloadOrigin(args: {CODE
LOWpackages/react/src/components/card-stack.tsx340function CardStackEntryDescription({ className, ...props }: React.ComponentProps<"p">) {CODE
LOWpackages/react/src/components/health-check-editor.tsx263function HealthCheckLivePreviewBlock(props: {CODE
LOWpackages/react/src/components/elicitation-approval.tsx293function ElicitationApprovalFields({CODE
LOWpackages/react/src/components/elicitation-approval.tsx371function ElicitationApprovalFieldControl({CODE
LOWpackages/react/src/lib/shiki.ts211export function createCodeHighlighterPlugin(): CodeHighlighterPlugin {CODE
LOWpackages/react/src/lib/auth-placements.tsx47export function placementFromHeaderPattern(pattern: string): Placement | null {CODE
LOWpackages/react/src/lib/auth-placements.tsx226export function authMethodsFromDescriptors(CODE
LOWpackages/react/src/api/server-connection.tsx154export function ExecutorServerConnectionProvider(CODE
LOW⚡packages/react/src/api/server-connection.tsx223export function useExecutorServerConnection(): ExecutorServerConnection {CODE
LOW⚡packages/react/src/api/server-connection.tsx229export function useSetExecutorServerConnection(): (input: ExecutorServerConnectionInput) => void {CODE
LOW⚡packages/react/src/api/server-connection.tsx235export function useExecutorServerConnectionControls(): ExecutorServerConnectionContextValue {CODE
LOWpackages/react/src/api/artifact-renderer.tsx93export function useArtifactRendererLoader(): ArtifactRendererLoader | null {CODE
LOWpackages/react/src/api/artifact-renderer.tsx175export function usePreloadArtifactRenderer(): void {CODE
LOWpackages/react/src/pages/integration-detail.tsx716function NoConnectionToolsEmptyState(props: {CODE
LOWpackages/react/src/pages/integration-detail.tsx737function IntegrationDetailSkeleton() {CODE
LOWpackages/react/src/pages/integrations.tsx236function IntegrationFamilyGroupCard(props: {CODE
LOWpackages/react/src/routes/artifacts.$artifactId.tsx9function ArtifactDetailRouteComponent() {CODE
LOWapps/cloud/scripts/dev-db.ts59async function hasDrizzleMigrationHistory(path: string): Promise<boolean> {CODE
LOW…/cloud/src/web/components/create-organization-form.tsx13export function useCreateOrganizationForm(options: {CODE
LOWapps/cloud/src/web/components/org-menu-slot.tsx51function OrganizationSwitcherItems(props: { activeOrganizationId: string | null }) {CODE
LOWapps/cloud/src/routes/app/billing.tsx90function useRefreshAfterCardUpdate(card: CardOnFile | null, refetch: () => void): boolean {CODE
Modern AI Meta-Vocabulary8 hits · 24 pts
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MEDIUMpackages/plugins/mcp/src/sdk/plugin.test.ts62// The call-tool fixtures share one JSON-RPC scaffold (handshake, tool listing,COMMENT
MEDIUMpackages/plugins/openapi/src/sdk/plugin.test.ts1050 // agentic add path (MCP/API) does exactly this. Without server-sideCOMMENT
MEDIUMpackages/plugins/openapi/src/sdk/derive-auth.ts4// caller omits `authenticationTemplate` (the agentic/API path has no clientCOMMENT
MEDIUMpackages/react/src/components/page.tsx4// Settings page scaffoldCOMMENT
MEDIUMe2e/scenarios/no-auth-connection.test.ts1// The agentic no-auth wire-up: an agent registers a public REST API over MCPCOMMENT
MEDIUMe2e/scenarios/connect-handoff.test.ts1// The agentic connect handoff: an agent adds an API over MCP, asks for aCOMMENT
MEDIUMe2e/scenarios/connect-handoff.test.ts43// with no authenticationTemplate exercises exactly the agentic path: theCOMMENT
MEDIUMapps/host-selfhost/docker-compose.yml8# generated keys across restarts and upgrades. Nothing else to orchestrate.COMMENT
AI Slop Vocabulary4 hits · 12 pts
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MEDIUMpackages/onboarding-demo/src/catalog.ts11// categorised first (the "leverage AI for the generation" step). The keywordCOMMENT
MEDIUM.github/workflows/preview-sweep.yml6# open. A second pass (sweep-e2e) cleans up after the e2e harness on the sameCOMMENT
MEDIUMe2e/setup/desktop-macos.globalsetup.ts62 // Push the bundle (tar-stream, robust over the just-booted link) and clearCOMMENT
MEDIUMapps/cli/src/service.ts498 // install is robust regardless of how it was invoked.COMMENT
Fake / Example Data9 hits · 9 pts
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LOW.agents/skills/wrdn-effect-atom-optimistic/SKILL.md18 - `useState`, `useReducer`, `useRef` holding "pending" / "placeholder" / "in-flight" / "optimistic" values keyed by rCODE
LOWpackages/core/api/src/account/org-slug.test.ts7 expect(slugifyOrgName("Acme Corp")).toBe("acme-corp");CODE
LOWpackages/core/api/src/account/org-slug.test.ts138 expect(await generateOrgSlug("Acme Corp", taken([]))).toBe("acme-corp");CODE
LOWpackages/core/api/src/account/org-slug.test.ts142 const slug = await generateOrgSlug("Acme Corp", taken(["acme-corp"]));CODE
LOWpackages/core/api/src/account/org-slug.test.ts153 const slug = await generateOrgSlug("Acme Corp", async (candidate) => {CODE
LOWpackages/react/src/components/add-account-modal.test.ts212 ).toBe("user@example.com");CODE
LOWapps/host-selfhost/vite.config.ts39 process.env.EXECUTOR_BOOTSTRAP_ADMIN_EMAIL ??= "admin@example.com";CODE
LOWapps/host-cloudflare/src/auth/cloudflare-access.test.ts13 adminEmails: ["admin@example.com"],CODE
LOW.skills/effect-use-pattern/SKILL.md179 client.customers.create({ email: "user@example.com" }),CODE
Self-Referential Comments1 hit · 3 pts
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MEDIUMpackages/hosts/mcp-apps-shell/src/shell/shell-app.tsx149 * ## This function is not consulted in fill modeCOMMENT
TODO Padding1 hit · 2 pts
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LOWpackages/core/fumadb/src/adapters/prisma/query.ts18// TODO: implement comparing values with another table's columnsCOMMENT
Excessive Try-Catch Wrapping1 hit · 1 pts
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LOWe2e/src/vm/desktop.ts174 except Exception: pass`;CODE