2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

4.7K

Stars

TypeScript

Language

866.3K

Lines of Code

4.1K

Files

1.4K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 7.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1248 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 73 finding(s).

Agent Over-Engineering Ratio 7.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1162 finding(s).

PR Review Velocity Impact 9.6/100 · LOW

Which changes need focused human review? 1421 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 3HIGH 8MEDIUM 126LOW 1284

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 1421 distinct pattern matches across 13 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

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

Hyper-Verbose Identifiers1062 hits · 1050 pts

Severity	File	Line	Snippet	Context
LOW	tools/e2e/e2eCleanup.ts	178	async function deleteAgentMemoryNamespaces() {	CODE
LOW	tools/e2e/e2eCleanup.ts	193	async function deleteContainerApplications() {	CODE
LOW	tools/deployments/changeset-version.ts	140	export function getNextNpmPrereleaseVersion({	CODE
LOW	tools/deployments/changeset-version.ts	236	export function getNextMiniflarePrereleaseVersion({	CODE
LOW	tools/deployments/changeset-version.ts	251	function getPackagesBeforeVersioning(): PreviousPackage[] {	CODE
LOW	tools/deployments/update-default-compat-date.ts	58	export function getCompatDateForWorkerdVersion(version: string): string {	CODE
LOW	tools/deployments/update-default-compat-date.ts	76	export function getPinnedWorkerdCompatDate(): string {	CODE
LOW	tools/deployments/update-default-compat-date.ts	105	export function getInstalledWorkerdVersion(): string {	CODE
LOW	tools/deployments/validate-package-dependencies.ts	105	export function getNonWorkspaceDependencies(	CODE
LOW	tools/deployments/validate-package-dependencies.ts	167	export function validatePackageDependencies(	CODE
LOW	tools/deployments/validate-package-dependencies.ts	243	export function getPackageNameFromSpecifier(spec: string): string {	CODE
LOW	tools/deployments/validate-package-dependencies.ts	400	export async function scanDistForExternalImports(	CODE
LOW	tools/deployments/validate-private-packages.ts	62	async function checkPrivatePackageScopes(): Promise<string[]> {	CODE
LOW	tools/deployments/deploy-non-npm-packages.ts	83	export function findDeployablePackageNames(): Set<string> {	CODE
LOW	packages/vitest-plugin/types/cloudflare-test.d.ts	157	export function createScheduledController(	CODE
LOW	packages/vitest-plugin/types/cloudflare-test.d.ts	312	export function introspectWorkflowInstance(	CODE
LOW	packages/vitest-plugin/test/helpers.ts	15	function checkCloudflareTestInjectTypes(	CODE
LOW	packages/vitest-plugin/src/worker/wait-until.ts	91	export function registerHandlerAndGlobalWaitUntil(promise: Promise<unknown>) {	CODE
LOW	packages/vitest-plugin/src/worker/workflows.ts	39	export async function introspectWorkflowInstance(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	41	function assertRPCPropertyAccessible(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	100	function getRPCPropertyCallableThenable(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	243	async function getWorkerEntrypointExport(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	269	async function getWorkerEntrypointRPCProperty(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	306	export function createWorkerEntrypointWrapper(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	399	async function getDurableObjectRPCProperty(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	426	export function createDurableObjectWrapper(	CODE
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	549	export function createWorkflowEntrypointWrapper(entrypoint: string) {	CODE
LOW	packages/vitest-plugin/src/worker/events.ts	103	export function createScheduledController(	CODE
LOW	packages/vitest-plugin/src/worker/index.ts	40	function structuredSerializableStringify(value: unknown): string {	CODE
LOW	packages/vitest-plugin/src/worker/index.ts	43	function structuredSerializableParse(value: string): unknown {	CODE
LOW	packages/vitest-plugin/src/worker/index.ts	154	function isDifferentIOContextError(e: unknown) {	CODE
LOW	packages/vitest-plugin/src/pool/helpers.ts	22	export function getRelativeProjectConfigPath(project: TestProject): string {	CODE
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	110	function isWithinTypeModuleContext(filePath: string): boolean {	CODE
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	521	function maybeGetForceTypeModuleContents(	CODE
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	564	function loadJavaScriptOrJsonModule(	CODE
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	738	export async function handleModuleFallbackRequest(	CODE
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	935	function moduleUrlToResolutionTarget(specifier: string): V2ModulePath {	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	50	export function structuredSerializableStringify(value: unknown): string {	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	70	export function structuredSerializableParse(value: string): unknown {	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	129	function isDurableObjectDesignatorToSelf(	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	148	function isWorkflowDesignatorToSelf(	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	172	export function getDurableObjectDesignators(	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	278	function rewriteStreamingTailSelfReferences(	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	299	async function buildProjectWorkerOptions(	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	707	async function buildProjectMiniflareOptions(	CODE
LOW	packages/vitest-plugin/src/pool/index.ts	887	export function assertCompatibleVitestVersion(ctx: Vitest) {	CODE
LOW	packages/vitest-plugin/src/pool/config.ts	158	function normalizeMiniflareWorkerOptions(value: Record<string, unknown>): void {	CODE
LOW	packages/vitest-plugin/src/pool/config.ts	253	// function warnDeprecatedModuleRules(): void {	COMMENT
LOW	packages/vitest-plugin/src/pool/config.ts	305	export async function disposeAllRemoteProxySessions(): Promise<void> {	CODE
LOW	packages/devprod-status-bot/src/index.ts	292	function isRepositoryAdvisoryEvent(	CODE
LOW	packages/devprod-status-bot/src/index.ts	347	function isVersionPackagesPRCheckRun(message: WebhookEvent): {	CODE
LOW	packages/devprod-status-bot/src/index.ts	459	async function sendRepositoryAdvisoryAlert(	CODE
LOW	packages/devprod-status-bot/src/index.ts	576	async function sendVersionPackagesCIFailureAlert(	CODE
LOW	packages/devprod-status-bot/src/index.ts	647	async function sendUpcomingMeetingMessage(webhookUrl: string, ai: Ai) {	CODE
LOW	…ckages/local-explorer-ui/src/drivers/sqlite/parsers.ts	832	export function parseSQLiteCreateTableScript(	CODE
LOW	…kages/local-explorer-ui/src/drivers/sqlite/generate.ts	197	export function buildSQLiteSchemaDiffStatement(	CODE
LOW	packages/local-explorer-ui/src/utils/agent-prompt.ts	8	export function getLocalExplorerApiEndpoint(	CODE
LOW	packages/local-explorer-ui/src/utils/agent-prompt.ts	18	export function createLocalExplorerPrompt(apiEndpoint: string): string {	CODE
LOW	packages/local-explorer-ui/src/utils/observability.ts	104	export function isObservabilityDisabledError(error: unknown): boolean {	CODE
LOW	packages/local-explorer-ui/src/utils/observability.ts	823	function hasRunnerDispatchSignature(spans: Span[]): boolean {	CODE
1002 more matches not shown…

Decorative Section Separators100 hits · 315 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	pnpm-workspace.yaml	18	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	pnpm-workspace.yaml	20	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	pnpm-workspace.yaml	24	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	pnpm-workspace.yaml	27	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	pnpm-workspace.yaml	52	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	pnpm-workspace.yaml	56	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	pnpm-workspace.yaml	76	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	pnpm-workspace.yaml	78	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	pnpm-workspace.yaml	103	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	pnpm-workspace.yaml	105	# ──────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/miniflare/test/plugins/assets/index.spec.ts	237	// ─── Watch / reload behaviour ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/config/src/inference.ts	15	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/inference.ts	17	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/inference.ts	54	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/inference.ts	57	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/inference.ts	206	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/inference.ts	209	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/inference.ts	241	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/inference.ts	244	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/bindings.ts	13	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/bindings.ts	15	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/bindings.ts	709	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/bindings.ts	711	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	213	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	215	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	359	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	361	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	877	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	879	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	983	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	985	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	1081	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	1083	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	1110	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	1112	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	1139	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/convert.ts	1141	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/triggers.ts	1	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/triggers.ts	4	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/exports.ts	1	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/config/src/exports.ts	13	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
MEDIUM	packages/wrangler/src/experimental-config/load.ts	89	// ── Cloudflare config ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/experimental-config/load.ts	114	// ── Wrangler (tooling) config ───────────────────────────────────────	COMMENT
MEDIUM⚡	packages/wrangler/src/experimental-config/load.ts	136	// ── Conversion + merge ──────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/wrangler/src/experimental-config/load.ts	145	// ── Normalised types ────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/wrangler/src/experimental-config/load.ts	151	// ── Dependencies (union of both files) ──────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	18	// ── Shared test data ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	123	// ── Help / Namespace ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	185	// ── Command tests ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	202	// ── list ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	336	// ── create ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	1397	// ── custom_metadata ─────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	1766	// ── get ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	1812	// ── update ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	1894	// ── delete ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	1949	// ── stats ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	1996	// ── search ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	2227	// ── namespace ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	2457	// ── jobs ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/wrangler/src/__tests__/ai-search.test.ts	2694	// ── MSW Mock Handlers ─────────────────────────────────────────────────────────	COMMENT
40 more matches not shown…

Over-Commented Block135 hits · 135 pts

Severity	File	Line	Snippet	Context
LOW	vitest.shared.ts	1	import { defineConfig } from "vitest/config";	COMMENT
LOW	pnpm-workspace.yaml	1	packages:	COMMENT
LOW	pnpm-workspace.yaml	21		COMMENT
LOW	tools/e2e/runIndividualE2EFiles.ts	1	import assert from "node:assert";	COMMENT
LOW	tools/e2e/runIndividualE2EFiles.ts	21	// ```bash	COMMENT
LOW	packages/vitest-plugin/types/cloudflare-test.d.ts	761	// Permission is hereby granted, free of charge, to any person obtaining a copy	COMMENT
LOW	packages/vitest-plugin/src/worker/entrypoints.ts	201	"webSocketClose",	COMMENT
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	441	}	COMMENT
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	761	assert(rawSpecifierParam !== null, "Expected specifier search param");	COMMENT
LOW	packages/vitest-plugin/src/pool/module-fallback.ts	781	// becomes the referrer workerd sends for every import statement inside that	COMMENT
LOW	packages/containers-shared/src/diff.ts	1	// Modified code from package jsdiff (https://github.com/kpdecker/jsdiff/tree/master)	COMMENT
LOW	packages/containers-shared/src/diff.ts	21	//	COMMENT
LOW	packages/containers-shared/src/diff.ts	101	// point considering moves to lower diagonals.	COMMENT
LOW	packages/deploy-helpers/src/triggers/deploy.ts	101	);	COMMENT
LOW	…oy-helpers/src/deploy/helpers/validate-worker-props.ts	341	);	COMMENT
LOW	…elpers/src/deploy/helpers/create-worker-upload-form.ts	761	// The above code adds the `__STATIC_CONTENT_MANIFEST` module to the root	COMMENT
LOW	packages/deploy-helpers/src/preview/preview.ts	141	throw new UserError("Build Output was not created by a Preview build.", {	COMMENT
LOW	packages/deploy-helpers/src/preview/preview.ts	821	request.placement =	COMMENT
LOW	packages/miniflare/types/events.d.ts	1	// Types adapted from https://github.com/microsoft/TypeScript/blob/main/lib/lib.webworker.d.ts	COMMENT
LOW	packages/miniflare/types/webassembly.d.ts	1	/* eslint-disable @typescript-eslint/no-unsafe-function-type -- WebAssembly API type declarations use Function as a gene	COMMENT
LOW	…re/test/plugins/shared/remote-bindings-connect.spec.ts	21	import { singleModuleManifest, useDispose } from "../../test-shared";	COMMENT
LOW	…re/test/plugins/shared/remote-bindings-connect.spec.ts	401	});	COMMENT
LOW	packages/miniflare/scripts/filter-openapi.ts	241	// 9. Strip all x-* extensions from the final spec (single pass)	COMMENT
LOW	packages/miniflare/src/index.ts	861	#dispatchConnectDatagramSockets = new Set<dgram.Socket>();	COMMENT
LOW	packages/miniflare/src/index.ts	881	// Store `#init()` `Promise`, so we can propagate initialisation errors in	COMMENT
LOW	packages/miniflare/src/plugins/core/proxy/fetch-sync.ts	121	*/	COMMENT
LOW	packages/miniflare/src/plugins/core/proxy/client.ts	161	address: number;	COMMENT
LOW	packages/miniflare/src/plugins/core/proxy/client.ts	681	#createFunction(key: string) {	COMMENT
LOW	…ins/core/inspector-proxy/inspector-proxy-controller.ts	201	// want to enable this transformation when we detect hosted DevTools has	COMMENT
LOW	…ins/core/inspector-proxy/inspector-proxy-controller.ts	221	// Upgrade: websocket	COMMENT
LOW	packages/miniflare/src/plugins/core/errors/sourcemap.ts	1	import assert from "node:assert";	COMMENT
LOW	packages/miniflare/src/plugins/core/errors/index.ts	321	// Hand the revived, source-mapped error to the embedder — the one place	COMMENT
LOW	…ages/miniflare/src/plugins/shared/unsafe-unique-key.ts	1	// Value of `unsafeUniqueKey` that forces the use of "colo local" ephemeral	COMMENT
LOW	packages/miniflare/src/plugins/shared/constants.ts	121	} catch {	COMMENT
LOW	…kages/miniflare/src/plugins/browser-rendering/index.ts	241	},	COMMENT
LOW	…kages/miniflare/src/plugins/browser-rendering/index.ts	281	} catch (e) {	COMMENT
LOW	packages/miniflare/src/runtime/index.ts	101	}	COMMENT
LOW	packages/miniflare/src/shared/dev-registry.ts	121	// reliably. The registry directory is small, so the cost is	COMMENT
LOW	packages/miniflare/src/http/websocket.ts	181	// itself which will dispatch a close event to us, completing the closing	COMMENT
LOW	packages/miniflare/src/http/cert.ts	21	// openssl.cnf	COMMENT
LOW	packages/miniflare/src/http/cert.ts	41	// stateOrProvinceName = State or Province Name	COMMENT
LOW	packages/miniflare/src/http/cert.ts	61	// subjectAltName = @alt_names	COMMENT
LOW	packages/miniflare/src/workers/core/outbound.worker.ts	1	// General-purpose outbound interceptor for user Workers.	COMMENT
LOW	packages/miniflare/src/workers/core/devalue.ts	221	// `instanceof` checks against a specific `Headers`/`Request`/`Response`	COMMENT
LOW	packages/miniflare/src/workers/core/constants.ts	161	// request. This gives us WebSocket support, and is much more efficient, since	COMMENT
LOW	packages/miniflare/src/workers/shared/blob.worker.ts	181	// streaming reads and writes.	COMMENT
LOW	…ckages/miniflare/src/workers/shared/keyvalue.worker.ts	201	// (NOTE: `Awaitable` allows metadata to be a `Promise`, this is used by	COMMENT
LOW	…flare/src/workers/ratelimit/ratelimit-object.worker.ts	21	success: boolean;	COMMENT
LOW	…iniflare/src/workers/local-explorer/resources/email.ts	501	items.push(candidate.item);	COMMENT
LOW	packages/miniflare/src/workers/email/storage.ts	1	// Shared types for the local email store.	COMMENT
LOW	packages/miniflare/src/workers/r2/bucket.worker.ts	61	// ===== Notes on Multipart Uploads =====	COMMENT
LOW	packages/miniflare/src/workers/r2/bucket.worker.ts	81	// deleted. This is because uploads can be aborted more than once, and even	COMMENT
LOW	packages/miniflare/src/workers/r2/bucket.worker.ts	621	// as we could hit open file descriptor limits. Similarly, we don't want to	COMMENT
LOW	packages/miniflare/src/workers/r2/serve.worker.ts	81	// Some conditional header failed, but `bucket.get()` reports the	COMMENT
LOW	packages/miniflare/src/workers/r2/s3/index.worker.ts	1	// S3-compatible API for local R2 buckets. Status codes, headers, XML bodies,	COMMENT
LOW	packages/miniflare/src/workers/r2/s3/index.worker.ts	21	// - Flexible checksums: real R2 validates, stores, and echoes	COMMENT
LOW	packages/miniflare/src/workers/r2/s3/index.worker.ts	41	// semantics deliberately do not apply:	COMMENT
LOW	packages/miniflare/src/workers/r2/s3/auth.worker.ts	1	// AWS Signature Version 4 verification for the local S3-compatible endpoint.	COMMENT
LOW	packages/config/src/load.ts	101	"cloudflare.config.ts loading requires Node.js v22.18.0 or higher."	COMMENT
LOW	packages/config/src/exports.ts	1	// ═══════════════════════════════════════════════════════════════════════════	COMMENT
75 more matches not shown…

Fake / Example Data63 hits · 64 pts

Severity	File	Line	Snippet	Context
LOW	…s/local-explorer-ui/src/__tests__/utils/studio.test.ts	117	const sql = `SELECT 'Hello' FROM "t" WHERE "name" = 'John Doe'`;	CODE
LOW	…s/local-explorer-ui/src/__tests__/utils/studio.test.ts	123	{ type: "STRING", value: "'John Doe'" },	CODE
LOW	packages/miniflare/CHANGELOG.md	1190	"email": "user@example.com",	CODE
LOW	packages/miniflare/CHANGELOG.md	2359	{ name: "Jane Doe", email: "jane@example.com" },	CODE
LOW	packages/miniflare/test/config/v4-convert.spec.ts	214	identity: { email: "user@example.com" },	CODE
LOW	packages/miniflare/test/config/v4-convert.spec.ts	221	identity: { email: "user@example.com" },	CODE
LOW	packages/miniflare/test/config/v4-schema.spec.ts	229	destination_address: "user@example.com",	CODE
LOW	packages/miniflare/test/config/v4-schema.spec.ts	230	allowed_destination_addresses: ["user@example.com"],	CODE
LOW	packages/miniflare/test/plugins/core/access.spec.ts	101	identity: { email: "user@example.com", sub: "user-123" },	CODE
LOW	packages/miniflare/test/plugins/core/access.spec.ts	113	identity: { email: "user@example.com", sub: "user-123" },	CODE
LOW	packages/miniflare/test/plugins/email/index.spec.ts	1722	from: { name: "John Doe", email: "john@example.com" },	CODE
LOW	packages/miniflare/test/plugins/email/index.spec.ts	1733	expect(message).toContain('"John Doe" <john@example.com>');	CODE
LOW	packages/miniflare/test/plugins/email/index.spec.ts	1747	from: { name: "John Doe", email: "john@example.com" },	CODE
LOW	packages/miniflare/test/plugins/email/index.spec.ts	1788	{ name: "Jane Doe", email: "jane@example.com" },	CODE
LOW	packages/miniflare/test/plugins/email/index.spec.ts	1805	'To: plain@example.com, "Jane Doe" <jane@example.com>'	CODE
LOW	packages/miniflare/test/plugins/email/index.spec.ts	1982	from: '"John Doe" <john@example.com>',	CODE
LOW	packages/miniflare/test/plugins/email/index.spec.ts	1995	expect(message).toContain('From: "John Doe" <john@example.com>');	CODE
LOW	packages/config/src/__tests__/schema.test.ts	163	identity: { email: "user@example.com" },	CODE
LOW	packages/config/src/__tests__/schema.test.ts	187	access: { dev: { identity: { email: "user@example.com" } } },	CODE
LOW	packages/config/src/__tests__/convert.test.ts	116	identity: { email: "user@example.com" },	CODE
LOW	packages/config/src/__tests__/convert.test.ts	126	identity: { email: "user@example.com" },	CODE
LOW	…udflare/templates/openapi/ts/src/endpoints/taskList.ts	55	description: "Lorem Ipsum",	CODE
LOW	…flare/templates/openapi/ts/src/endpoints/taskDelete.ts	46	description: "Lorem Ipsum",	CODE
LOW	packages/wrangler/src/__tests__/email-routing.test.ts	47	matchers: [{ type: "literal", field: "to", value: "user@example.com" }],	CODE
LOW	packages/wrangler/src/__tests__/email-routing.test.ts	500	matchers: [{ type: "literal", field: "to", value: "user@example.com" }],	CODE
LOW	packages/wrangler/src/__tests__/email-routing.test.ts	1049	"email sending send --from sender@example.com --from-name 'John Doe' --to recipient@example.com --subject 'Test' --t	CODE
LOW	packages/wrangler/src/__tests__/email-routing.test.ts	1053	from: { address: "sender@example.com", name: "John Doe" },	CODE
LOW	…_tests__/unstable-get-miniflare-worker-options.test.ts	196	email: "user@example.com",	CODE
LOW	…_tests__/unstable-get-miniflare-worker-options.test.ts	211	email: "user@example.com",	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	106	email: "user@example.com",	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	141	email: "user@example.com",	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	154	vi.stubEnv("CLOUDFLARE_EMAIL", "user@example.com");	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	160	email: "user@example.com",	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	173	vi.stubEnv("CLOUDFLARE_EMAIL", "user@example.com");	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	180	email: "user@example.com",	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	206	email: "user@example.com",	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	463	email: "user@example.com",	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	507	expect(output.email).toBe("user@example.com");	CODE
LOW	packages/wrangler/src/__tests__/whoami.test.ts	597	HttpResponse.json(createFetchResult({ email: "user@example.com" }))	CODE
LOW	…/wrangler/src/__tests__/versions/versions.view.test.ts	292	author_email: "test@test.com",	CODE
LOW	…/wrangler/src/__tests__/versions/versions.view.test.ts	338	author_email: "test@test.com",	CODE
LOW	…/wrangler/src/__tests__/versions/versions.view.test.ts	386	author_email: "test@test.com",	CODE
LOW	…/wrangler/src/__tests__/versions/versions.view.test.ts	436	author_email: "test@test.com",	CODE
LOW	…/wrangler/src/__tests__/versions/versions.view.test.ts	492	author_email: "test@test.com",	CODE
LOW	…/wrangler/src/__tests__/versions/versions.view.test.ts	545	author_email: "test@test.com",	CODE
LOW	…_tests__/versions/deployments/deployments.view.test.ts	19	const result = runWrangler("deployments view dummy-id");	CODE
LOW	…es/wrangler/src/__tests__/helpers/msw/handlers/user.ts	59	email: "user@example.com",	CODE
LOW	…ges/wrangler/src/__tests__/vectorize/vectorize.test.ts	1299	[22, '{"prop_14": {"address": {"$eq": "123 Main St"}}}'], // Invalid operator	CODE
LOW⚡	packages/workers-auth/tests/credentials.test.ts	49	vi.stubEnv("CLOUDFLARE_EMAIL", "user@example.com");	CODE
LOW⚡	packages/workers-auth/tests/credentials.test.ts	52	authEmail: "user@example.com",	CODE
LOW⚡	packages/workers-auth/tests/credentials.test.ts	61	vi.stubEnv("CLOUDFLARE_EMAIL", "user@example.com");	CODE
LOW	packages/workers-auth/tests/cf/index.test.ts	121	vi.stubEnv("CLOUDFLARE_EMAIL", "user@example.com");	CODE
LOW	…cloudflare/src/__tests__/resolve-plugin-config.spec.ts	898	allowedMail: ["alice@example.com", "*@example.org"],	CODE
LOW	…cloudflare/src/__tests__/resolve-plugin-config.spec.ts	908	allowedMail: ["alice@example.com", "*@example.org"],	CODE
LOW	packages/workers-utils/tests/tunnel.test.ts	146	allowedMail: ["alice@example.com", "*@example.org"],	CODE
LOW	packages/workers-utils/tests/tunnel.test.ts	165	"*@example.org",	CODE
LOW	packages/workers-utils/tests/cloudflared.test.ts	164	spawnCloudflared(["tunnel", "--allowed-mail", "user@example.com"], {	CODE
LOW	packages/workers-utils/tests/cloudflared.test.ts	184	spawnCloudflared(["tunnel", flag, "user@example.com"], {	CODE
LOW	packages/workers-utils/tests/cloudflared.test.ts	213	spawnCloudflared(["tunnel", "--allowed-mail", "user@example.com"])	CODE
LOW	packages/workers-utils/tests/cloudflared.test.ts	229	spawnCloudflared(["tunnel", "--allowed-mail", "user@example.com"])	CODE
3 more matches not shown…

Modern AI Meta-Vocabulary20 hits · 48 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/create-cloudflare/CHANGELOG.md	87	- [#16422](https://github.com/cloudflare/workers-sdk/pull/16422) [`559bf16`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	697	- [#14896](https://github.com/cloudflare/workers-sdk/pull/14896) [`7d4565d`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	697	- [#14896](https://github.com/cloudflare/workers-sdk/pull/14896) [`7d4565d`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	1079	- [#14653](https://github.com/cloudflare/workers-sdk/pull/14653) [`e812d2e`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	1156	- [#14544](https://github.com/cloudflare/workers-sdk/pull/14544) [`53f5a59`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	1436	- [#14113](https://github.com/cloudflare/workers-sdk/pull/14113) [`063d98e`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	1436	- [#14113](https://github.com/cloudflare/workers-sdk/pull/14113) [`063d98e`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	1448	- [#14096](https://github.com/cloudflare/workers-sdk/pull/14096) [`a5b7690`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	1872	- [#13316](https://github.com/cloudflare/workers-sdk/pull/13316) [`21d0b53`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	2240	- [#12648](https://github.com/cloudflare/workers-sdk/pull/12648) [`3d6e421`](https://github.com/cloudflare/workers-sdk/c	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	6024	- [#5301](https://github.com/cloudflare/workers-sdk/pull/5301) [`0abafdb`](https://github.com/cloudflare/workers-sdk/com	CODE
MEDIUM	packages/create-cloudflare/CHANGELOG.md	6024	- [#5301](https://github.com/cloudflare/workers-sdk/pull/5301) [`0abafdb`](https://github.com/cloudflare/workers-sdk/com	CODE
MEDIUM	packages/create-cloudflare/e2e/helpers/spawn.ts	156	// where they are wrong for the throwaway projects these tests scaffold.	COMMENT
MEDIUM	packages/create-cloudflare/e2e/helpers/spawn.ts	173	// These tests scaffold third-party framework projects and run their code	COMMENT
MEDIUM	packages/create-cloudflare/e2e/helpers/index.ts	45	// Remove the scaffold and its sibling package caches together.	COMMENT
MEDIUM	…ages/create-cloudflare/src/__tests__/templates.test.ts	306	// Most frameworks scaffold the application with their own CLI and only	COMMENT
MEDIUM	packages/wrangler/src/utils/detect-agent.ts	7	// is sufficient for identifying most agentic environments.	COMMENT
MEDIUM	packages/wrangler/src/pages/delegate-to-workers.ts	198	// Detect the agentic environment once and reuse the result: `isAgent` gates	COMMENT
MEDIUM	packages/vite-plugin-cloudflare/src/detect-agent.ts	5	// out in CI. Environment variables are enough to identify agentic environments.	COMMENT
MEDIUM	…e-plugin-cloudflare/src/__tests__/detect-agent.spec.ts	19	// Warp embeds agentic features but has a human at the keyboard. The	COMMENT

Cross-Language Confusion (JS/TS)7 hits · 45 pts

Severity	File	Line	Snippet	Context
HIGH	packages/containers-shared/src/diff.ts	373	print(	CODE
HIGH	packages/wrangler/e2e/dev.test.ts	675	print(f"foobar {mul(4,3)}")	CODE
HIGH⚡	packages/wrangler/e2e/dev.test.ts	757	print(f"hello {mul(2,3)}")	CODE
HIGH⚡	packages/wrangler/e2e/dev.test.ts	760	print("excluded_module found")	CODE
HIGH⚡	packages/wrangler/e2e/dev.test.ts	762	print("excluded_module not found")	CODE
HIGH⚡	packages/wrangler/e2e/dev.test.ts	763	print(f"end")	CODE
HIGH	packages/wrangler/src/__tests__/tail-printing.test.ts	52	print(Buffer.from(JSON.stringify(event)));	CODE

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	…kages/vitest-plugin/src/pool/cloudflare-pool-worker.ts	163	const configPlugin = this.options.project.vite.config.plugins.find(	CODE
CRITICAL	packages/wrangler/src/tunnel/client.ts	164	const response = await sdk.zeroTrust.tunnels.cloudflared.token.get(	CODE
CRITICAL	packages/wrangler/src/api/test-harness.ts	878	void session.primaryDevEnv.proxy.ready.promise.then(	CODE

Structural Annotation Overuse13 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	packages/miniflare/CONTRIBUTING.md	66	### Step 1: implement the simulator	COMMENT
LOW	packages/miniflare/CONTRIBUTING.md	87	### Step 2: define a plugin with options	COMMENT
LOW	packages/miniflare/CONTRIBUTING.md	103	### Step 3: implement `getBindings()`	COMMENT
LOW⚡	packages/miniflare/CONTRIBUTING.md	120	### Step 4: implement `getNodeBindings()`	COMMENT
LOW⚡	packages/miniflare/CONTRIBUTING.md	128	### Step 5: implement `getServices()`	COMMENT
LOW⚡	packages/miniflare/CONTRIBUTING.md	137	### Step 6: register your plugin	COMMENT
LOW⚡	packages/miniflare/CONTRIBUTING.md	143	### Step 7: implement additional `Miniflare` APIs	COMMENT
LOW	…ckages/miniflare/test/plugins/hyperdrive/proxy.spec.ts	131	// Step 1: read the SSLRequest packet	COMMENT
LOW	.github/skills/issue-review.md	20	### Step 1: Load Issue Details	COMMENT
LOW	.github/skills/issue-review.md	38	### Step 2: Check for Closeable Issues	COMMENT
LOW	.github/skills/issue-review.md	210	### Step 3: Check for Insufficient Information	COMMENT
LOW	.github/skills/issue-review.md	232	### Step 4: Identify Component	COMMENT
LOW	.github/skills/issue-review.md	258	### Step 5: Assess Reproducibility and Severity	COMMENT

AI Slop Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ckages/local-explorer-ui/src/drivers/sqlite/parsers.ts	677	// This makes it more robust in the face of missing commas between constraint definitions,	COMMENT
MEDIUM	…ges/create-cloudflare/templates/common/js/src/index.js	33	// You can also use more robust routing	COMMENT
MEDIUM	…ges/create-cloudflare/templates/common/ts/src/index.ts	36	// You can also use more robust routing	COMMENT
MEDIUM	.github/workflows/test-and-check.yml	231	# tests; the comprehensive vitest-plugin-examples fixture still runs.	COMMENT

Overly Generic Function Names8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	packages/miniflare/src/plugins/artifacts/git-sidecar.ts	219	async function handleRequest(	CODE
LOW	packages/edge-preview-authenticated-proxy/src/index.ts	176	async function handleRequest(request: Request, env: Env) {	CODE
LOW	packages/wrangler/src/__tests__/type-generation.test.ts	1650	}); async function handleRequest(request) { return new Response('Hello worker!', {headers: { 'content-type': 'text/pl	CODE
LOW	packages/wrangler/src/__tests__/type-generation.test.ts	3560	}); async function handleRequest(request) { return new Response('Hello worker!', {headers: { 'content-type': 'text/	CODE
LOW	…/wrangler/src/__tests__/deploy/durable-objects.test.ts	859	"# Helper module\ndef helper(): pass"	CODE
LOW	…/wrangler/src/__tests__/deploy/durable-objects.test.ts	864	"helper.py": "# Helper module\ndef helper(): pass",	CODE
LOW	packages/autoconfig/src/frameworks/react-router.ts	379	export default async function handleRequest(	CODE
LOW	packages/autoconfig/src/frameworks/react-router.ts	429	export default async function handleRequest(	CODE

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/wrangler/src/dev.ts	466	// TODO(consider): do we need really need to do this? I've added the condition to throw to match the previous implicit	COMMENT

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…e/templates/hello-world-durable-object/py/src/entry.py	53	# Create a stub to open a communication channel with the Durable Object	COMMENT
MEDIUM	…hello-world-durable-object-with-assets/py/src/entry.py	53	# Create a stub to open a communication channel with the Durable Object	COMMENT

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…eploy-helpers/src/deploy/helpers/provision-bindings.ts	665	// ...and the user HAS specified a name in their config, so we need to check if the database_name they provided	COMMENT
LOW	…ckages/miniflare/test/plugins/hyperdrive/proxy.spec.ts	131	// Step 1: read the SSLRequest packet	COMMENT
LOW	packages/wrangler/src/__tests__/deploy/helpers.ts	271	//TODO: This is getting called multiple times in the test, we need to check if that is happening in Production --Jacob 2	COMMENT

cloudflare/workers-sdk

Open-Source Code Quality, Security and Technical Debt Review