0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

17.4K

Stars

TypeScript

Language

1.0M

Lines of Code

2.7K

Files

189

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 0.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 136 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 53 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 90 finding(s).

PR Review Velocity Impact 1.3/100 · LOW

Which changes need focused human review? 189 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 5HIGH 4MEDIUM 5LOW 175

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 189 distinct pattern matches across 11 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 Identifiers90 hits · 90 pts

Severity	File	Line	Snippet	Context
LOW	packages/tools/jsdocs/src/Jsdocs.ts	709	function packageExportTargetMatches(value: unknown, star: string \| null, expectedTarget: string): boolean {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	887	function isSkippableDirectiveComment(line: string): boolean {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	1445	function isForbiddenMarkdownHeading(line: string, inFence: boolean): boolean {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	1786	function undocumentedSeeLinkTarget(	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2304	function createJSDocApiSeeLinkResolver(apis: ReadonlyArray<JSDocApi>) {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2397	function unresolvedPublicSeeDiagnostic(link: JSDocApiSeeLink): JSDocModelDiagnostic \| undefined {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2407	function appendPublicSeeDiagnostics(	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2458	function appendModulePublicSeeDiagnostics(	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2498	function buildJSDocApisWithPublicSeeDiagnostics(	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2534	function createExampleImportPolicy(files: ReadonlyArray<JSDocModelFile>): ExampleImportPolicy {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2638	function appendExampleImportDiagnostics(files: ReadonlyArray<JSDocModelFile>): ReadonlyArray<JSDocModelFile> {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2897	function signatureParameterDeclaration(parameter: ts.Symbol): ts.ParameterDeclaration \| undefined {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2908	function signatureFunctionThisKind(type: ts.Type, checker: ts.TypeChecker, location: ts.Node): string {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	2923	function signatureTransformCountKind(count: number): string {	CODE
LOW	packages/tools/jsdocs/src/Jsdocs.ts	3190	function parseDeclarationMembersTs(	CODE
LOW	…ges/tools/openapi-generator/src/JsonSchemaGenerator.ts	286	function renderSchemaTypeAndRuntime(	CODE
LOW	…ges/tools/openapi-generator/src/JsonSchemaGenerator.ts	321	function renderRecursiveReferenceDeclaration(	CODE
LOW	…ges/tools/openapi-generator/src/JsonSchemaGenerator.ts	347	function collectForwardReferencedRecursives(	CODE
LOW	…ges/tools/openapi-generator/src/JsonSchemaGenerator.ts	381	function makeRecursiveInternalNameMap(	CODE
LOW	…ages/tools/openapi-generator/src/HttpApiTransformer.ts	440	function getOrSecurityMiddlewareName(schemes: ReadonlyArray<string>): string {	CODE
LOW	…ages/tools/openapi-generator/src/HttpApiTransformer.ts	440	function getOrSecurityMiddlewareName(schemes: ReadonlyArray<string>): string {	CODE
LOW	…ages/tools/openapi-generator/src/HttpApiTransformer.ts	460	function getAndSecurityMiddlewareName(schemes: ReadonlyArray<string>): string {	CODE
LOW	…ages/tools/openapi-generator/src/HttpApiTransformer.ts	460	function getAndSecurityMiddlewareName(schemes: ReadonlyArray<string>): string {	CODE
LOW	…/tools/oxc/src/oxlint/rules/no-js-extension-imports.ts	55	function handleExportAllDeclaration(node: ESTree.ExportAllDeclaration) {	CODE
LOW	…/tools/oxc/src/oxlint/rules/no-js-extension-imports.ts	59	function handleExportNamedDeclaration(node: ESTree.ExportNamedDeclaration) {	CODE
LOW	…kages/tools/oxc/src/oxlint/rules/no-unused-internal.ts	160	function hasPrivateOrProtectedModifier(node: ts.Node): boolean {	CODE
LOW	…kages/tools/oxc/src/oxlint/rules/no-unused-internal.ts	195	function getTopLevelDeclarationNameNodes(node: ts.Node): Array<ts.Identifier> {	CODE
LOW	…kages/tools/oxc/src/oxlint/rules/no-unused-internal.ts	538	function scanFunctionLikeSignature(	CODE
LOW	…kages/tools/oxc/src/oxlint/rules/no-unused-internal.ts	571	function scanInterfaceMemberSignature(	CODE
LOW	…ages/effect/test/schema/toStandardJSONSchemaV1.test.ts	6	function standardConvertToJSONSchemaInput(	CODE
LOW	…ages/effect/test/schema/toStandardJSONSchemaV1.test.ts	15	function standardConvertToJSONSchemaOutput(	CODE
LOW	packages/effect/test/schema/jsonSchemaRoundTrip.test.ts	39	function assertJsonSchemaEquivalent(	CODE
LOW	packages/effect/test/schema/jsonSchemaRoundTrip.test.ts	47	function assertJsonSchemaImportRoundTrip(	CODE
LOW	packages/effect/test/schema/jsonSchemaRoundTrip.test.ts	64	function assertRepresentationRoundTrip(	CODE
LOW	packages/effect/test/schema/jsonSchemaRoundTrip.test.ts	83	function assertLooseRepresentationRoundTrip(	CODE
LOW	…/test/schema/representation/fromRepresentation.test.ts	30	function assertRepresentationRoundtrip(	CODE
LOW	…fect/test/schema/representation/toCodeDocument.test.ts	79	function canonicalizeGeneratedCode(input: unknown): unknown {	CODE
LOW	…t/schema/representation/fromJsonSchemaDocument.test.ts	14	function toSchemaFromJsonSchemaDocument(	CODE
LOW	packages/effect/src/JsonSchema.ts	231	function rewriteOpenApiComponentsReference(reference: string): string {	CODE
LOW	packages/effect/src/JsonSchema.ts	703	export function sanitizeOpenApiComponentsSchemasKey(s: string): string {	CODE
LOW	packages/effect/src/JsonSchema.ts	1385	function convertOpenApiExclusiveBound(	CODE
LOW	packages/effect/src/SchemaRepresentation.ts	712	function makeFixedDeclarationReviver(id: string, schema: Schema.Top): DeclarationReviver<null> {	CODE
LOW	packages/effect/src/SchemaRepresentation.ts	2774	export function toJsonSchemaMultiDocument(	CODE
LOW	packages/effect/src/SchemaRepresentation.ts	3275	export function fromJsonSchemaMultiDocument(	CODE
LOW	packages/effect/src/SchemaAST.ts	1447	function formatTemplateLiteralPath(path: string \| number): string {	CODE
LOW	packages/effect/src/SchemaAST.ts	1629	function templateLiteralTransformation(template: TemplateLiteral) {	CODE
LOW	packages/effect/src/SchemaAST.ts	2693	function isIndexSignatureParameterSide(ast: AST): ast is IndexSignatureParameter {	CODE
LOW	packages/effect/src/SchemaAST.ts	2707	function isIndexSignatureParameterEncodedSide(ast: AST): boolean {	CODE
LOW	packages/effect/src/SchemaAST.ts	2722	function isIndexSignatureParameter(ast: AST): ast is IndexSignatureParameter {	CODE
LOW	packages/effect/src/SchemaAST.ts	3867	function catchSingleUnionCandidate(	CODE
LOW	packages/effect/src/SchemaAST.ts	4447	export function applyToSelfOrLastLinkEncoding(f: (ast: AST) => AST) {	CODE
LOW	packages/effect/src/SchemaAST.ts	4455	export function applyToSelfOrLastLinkEncodingIdempotent(	CODE
LOW	packages/effect/src/SchemaAST.ts	4690	function canPreserveEncodingChecks(ast: AST): boolean {	CODE
LOW	packages/effect/src/SchemaAST.ts	4850	function segmentTemplateLiteralParts(	CODE
LOW	packages/effect/src/http-api/HttpApiSchema.ts	1450	function findHttpApiStatusAnnotation(	CODE
LOW	packages/effect/src/http-api/HttpApiSchema.ts	1527	export function getResponseEncodingSchema(schema: Schema.Constraint): ResponseEncoding {	CODE
LOW	packages/effect/src/http-api/HttpApiEndpoint.ts	1538	function validateResponseExclusivity(	CODE
LOW	packages/effect/src/http-api/HttpApiClient.ts	1005	function toCodecArrayBufferWithHeaders(	CODE
LOW	packages/effect/src/http-api/HttpApiClient.ts	1160	function groupSchemasByContentType(	CODE
LOW	packages/effect/src/http-api/HttpApiClient.ts	1179	function failUnsupportedContentType(	CODE
30 more matches not shown…

Fake / Example Data45 hits · 60 pts

Severity	File	Line	Snippet	Context
LOW	packages/platform/deno/test/DenoHttpServer.test.ts	557	assert.strictEqual((yield* response.text).trim(), "lorem ipsum dolar sit amet")	CODE
LOW	…ckages/platform/browser/test/IndexedDbDatabase.test.ts	232	name: "John Doe",	CODE
LOW	…ckages/platform/browser/test/IndexedDbDatabase.test.ts	248	{ userId: 1, name: "John Doe", email: "john.doe@example.com" }	CODE
LOW	packages/platform/node/test/NodeHttpServer.test.ts	744	expect(text.trim()).toEqual("lorem ipsum dolar sit amet")	CODE
LOW	packages/effect/SCHEMA.md	7219	const encoding = Schema.encodeEffect(User)({ id: "user-123", name: "John Doe" })	CODE
LOW	packages/effect/HTTPAPI.md	1287	return { id: 1, name: "John Doe" }	CODE
LOW	packages/effect/benchmark/encoding/Xml.ts	16	` <description>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor ` +	CODE
LOW	packages/effect/benchmark/encoding/Xml.ts	16	` <description>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor ` +	CODE
LOW	packages/effect/benchmark/schema/Optic.ts	41	name: "John Doe",	CODE
LOW	packages/effect/benchmark/schema/Optic.ts	44	street: "123 Main St",	CODE
LOW	packages/effect/test/FileSystem.test-utils.ts	31	expect(text.trim()).toEqual("lorem ipsum dolar sit amet")	CODE
LOW	packages/effect/test/FileSystem.test-utils.ts	268	expect(text).toBe("lorem ipsum")	CODE
LOW⚡	packages/effect/test/FileSystem.test-utils.ts	463	assert.strictEqual(yield* file.write(new TextEncoder().encode("lorem ipsum")), 11)	CODE
LOW⚡	packages/effect/test/FileSystem.test-utils.ts	465	yield* file.write(new TextEncoder().encode("dolor sit amet"))	CODE
LOW⚡	packages/effect/test/FileSystem.test-utils.ts	467	expect(text).toBe("lorem ipsum dolor sit amet")	CODE
LOW⚡	packages/effect/test/FileSystem.test-utils.ts	467	expect(text).toBe("lorem ipsum dolor sit amet")	CODE
LOW⚡	packages/effect/test/FileSystem.test-utils.ts	472	expect(text).toBe("lorem ipsum dolor sit hello world")	CODE
LOW	packages/effect/test/FileSystem.test-utils.ts	555	yield* file.write(new TextEncoder().encode("lorem ipsum dolor sit amet"))	CODE
LOW	packages/effect/test/FileSystem.test-utils.ts	555	yield* file.write(new TextEncoder().encode("lorem ipsum dolor sit amet"))	CODE
LOW	packages/effect/test/FileSystem.test-utils.ts	574	yield* file.write(new TextEncoder().encode("lorem ipsum dolor sit amet"))	CODE
LOW	packages/effect/test/FileSystem.test-utils.ts	574	yield* file.write(new TextEncoder().encode("lorem ipsum dolor sit amet"))	CODE
LOW	packages/effect/test/cli/Prompt.test.ts	398	assert.strictEqual(result, "Jane Doe")	CODE
LOW	packages/effect/test/cli/Prompt.test.ts	447	assert.strictEqual(result, "Jane Doe")	CODE
LOW	packages/effect/typetest/httpapi/HttpApiClient.tst.ts	395	expect(selectedUsers.lookup).type.not.toBeCallableWith({ query: { email: "admin@example.com" } })	CODE
LOW	packages/effect/src/Record.ts	455	* const person: Record<string, unknown> = { name: "John Doe", age: 35 }	COMMENT
LOW	packages/effect/src/Record.ts	457	* R.get(person, "name") // => Option.some("John Doe")	COMMENT
LOW	packages/effect/src/Option.ts	1240	* address: Option.some({ street: Option.some("123 Main St") })	COMMENT
LOW	packages/effect/src/Option.ts	1245	* ) // => Option.some("123 Main St")	COMMENT
LOW	packages/effect/src/Iterable.ts	924	* Array.from(fullNames) // => ["John Doe", "Jane Smith", "Bob Johnson"]	COMMENT
LOW	packages/effect/src/cli/Param.ts	406	* // Usage in CLI: --name "John Doe" or as positional argument	COMMENT
LOW	packages/effect/src/cli/Flag.ts	52	* // Usage: --name "John Doe"	COMMENT
LOW⚡	packages/effect/src/ai/LanguageModel.ts	508	* { name: "John Doe", email: "john@example.com" },	COMMENT
LOW⚡	packages/effect/src/ai/LanguageModel.ts	509	* [Response.makePart("text", { text: '{"name":"John Doe","email":"john@example.com"}' })]	COMMENT
LOW⚡	packages/effect/src/ai/LanguageModel.ts	512	* response.value // => { name: "John Doe", email: "john@example.com" }	COMMENT
LOW⚡	packages/effect/src/ai/LanguageModel.ts	513	* response.text // => '{"name":"John Doe","email":"john@example.com"}'	COMMENT
LOW	packages/effect/src/ai/Chat.ts	376	* text: '{"name":"John Doe","email":"john@example.com","phone":"555-1234"}'	COMMENT
LOW	packages/effect/src/ai/Chat.ts	376	* text: '{"name":"John Doe","email":"john@example.com","phone":"555-1234"}'	COMMENT
LOW	packages/effect/src/ai/Chat.ts	391	* await Effect.runPromise(extractContact.pipe(Effect.provide(FakeLanguageModel))) // => ["John Doe", "john@example.co	COMMENT
LOW	packages/effect/src/ai/Chat.ts	391	* await Effect.runPromise(extractContact.pipe(Effect.provide(FakeLanguageModel))) // => ["John Doe", "john@example.co	COMMENT
LOW	packages/sql/mysql2/test/SqlErrorClassification.test.ts	79	sqlMessage: "Duplicate entry 'user@example.com' for key 'ignored_key'"	CODE
LOW	packages/sql/mysql2/test/SqlErrorClassification.test.ts	85	sqlMessage: "Duplicate entry 'user@example.com' for key 'users_email_key'"	CODE
LOW	packages/sql/mysql2/test/SqlErrorClassification.test.ts	97	sqlMessage: "Duplicate entry 'user@example.com' for key users_email_key"	CODE
LOW⚡	packages/sql/mysql2/test/SqlErrorClassification.test.ts	110	sqlMessage: "Duplicate entry 'user@example.com' for key ' '"	CODE
LOW⚡	packages/sql/mysql2/test/SqlErrorClassification.test.ts	116	sqlMessage: "Duplicate entry 'user@example.com'"	CODE
LOW⚡	packages/sql/mysql2/test/SqlErrorClassification.test.ts	123	message: { text: "Duplicate entry 'user@example.com' for key 'users_email_key'" }	CODE

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/effect/test/workflow/DurableQueue.test.ts	101	const failure = polled.value.exit.cause.reasons.find(Cause.isFailReason)	CODE
CRITICAL	packages/effect/src/observability/OtlpLogger.ts	264	logRecord.traceId = options.fiber.cache.span.traceId.padStart(32, "0")	CODE
CRITICAL	packages/ai/openai/src/OpenAiTool.ts	99	Generated.CodeInterpreterToolCall.fields.status.literals.filter((status) => status !== "completed")	CODE
CRITICAL	packages/ai/openai/src/OpenAiTool.ts	143	Generated.FileSearchToolCall.fields.status.literals.filter((status) => status !== "completed")	CODE
CRITICAL	packages/ai/openai/src/OpenAiTool.ts	193	Generated.ImageGenToolCall.fields.status.literals.filter((status) => status !== "completed")	CODE

Over-Commented Block35 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	packages/atom/solid/test/index.test.tsx	161	//	COMMENT
LOW	packages/atom/solid/test/index.test.tsx	181	// resource?.()	COMMENT
LOW	packages/atom/solid/test/index.test.tsx	201	// await Promise.resolve()	COMMENT
LOW	packages/atom/react/src/ReactHydration.ts	61	// SSR, hydration needs to happen _before_ children render. Also, if hydrating	COMMENT
LOW	packages/platform/node/test/RpcServer.test.ts	221	Layer.provideMerge(TcpServer),	COMMENT
LOW	packages/effect/HTTPAPI.md	241	// │ ┌─── Endpoint path	COMMENT
LOW	packages/effect/test/Pathfinding.test.ts	1	import { describe, it } from "@effect/vitest"	COMMENT
LOW	packages/effect/test/Stream.test.ts	3201	// cost: (_, n) => n,	COMMENT
LOW	packages/effect/test/Stream.test.ts	5401	yield* TestClock.adjust(Duration.millis(50))	COMMENT
LOW	packages/effect/test/Stream.test.ts	5421	// yield* (TestClock.adjust(Duration.millis(70)))	COMMENT
LOW	packages/effect/test/Stream.test.ts	5441	// start: 0	COMMENT
LOW	packages/effect/test/reactivity/Atom.test.ts	2781		COMMENT
LOW	packages/effect/test/reactivity/Atom.test.ts	2801	// const errored = Atom.make(Effect.fail("error")).pipe(	COMMENT
LOW	packages/effect/test/reactivity/Atom.test.ts	2821	// const pending = Atom.make(Effect.promise(() => promise)).pipe(Atom.serializable({	COMMENT
LOW	packages/effect/test/reactivity/Atom.test.ts	2841	// "value": {	COMMENT
LOW	packages/effect/test/reactivity/Atom.test.ts	2861	// },	COMMENT
LOW	packages/effect/test/reactivity/Atom.test.ts	2881	// expect(r2.get(basicSerializable)).toEqual(0)	COMMENT
LOW	packages/effect/src/crypto/internal/chacha.ts	321	// - RFC/IETF ChaCha20 uses a 32-bit counter.	COMMENT
LOW	packages/effect/src/cluster/Sharding.ts	761	// Release every held shard through the per-shard path. Their entities are	COMMENT
LOW	packages/effect/src/encoding/SchemaBinary.ts	3501		COMMENT
LOW	packages/effect/src/ai/Tool.ts	2041	// - https://github.com/hapijs/bourne/graphs/contributors	COMMENT
LOW	packages/effect/src/persistence/CircuitBreaker.ts	1461		COMMENT
LOW	packages/ai/anthropic/codegen.yml	21	# curl -sL 'https://storage.googleapis.com/stainless-sdk-openapi-specs/anthropic%2Fanthropic-29a6b7ba51942cd606e5bf4	COMMENT
LOW	packages/sql/sqlite-bun/src/SqliteMigrator.ts	41	ReadonlyArray<readonly [id: number, name: string]>,	COMMENT
LOW	packages/sql/sqlite-bun/src/SqliteMigrator.ts	61	//	COMMENT
LOW	packages/sql/mysql2/src/MysqlMigrator.ts	41	) => Effect.Effect<	COMMENT
LOW	packages/sql/mysql2/src/MysqlMigrator.ts	61	// ...args	COMMENT
LOW	packages/sql/mysql2/src/MysqlMigrator.ts	81	// Effect.all([dumpSchema, dumpMigrations], { concurrency: 2 }),	COMMENT
LOW	packages/sql/mssql/test/Client.test.ts	261	// )	COMMENT
LOW	packages/sql/sqlite-node/src/SqliteMigrator.ts	41	ReadonlyArray<readonly [id: number, name: string]>,	COMMENT
LOW	packages/sql/sqlite-node/src/SqliteMigrator.ts	61	//	COMMENT
LOW	.github/workflows/release.yml	41	# automatically to ensure workflows get triggered on the changesets	COMMENT
LOW	ai-docs/src/71_ai/20_tools.ts	61	})	COMMENT
LOW	ai-docs/src/52_graphql/20_testing.ts	41		COMMENT
LOW	ai-docs/src/40_sql/10_basics.ts	21	//	COMMENT

Cross-Language Confusion (JS/TS)3 hits · 18 pts

Severity	File	Line	Snippet	Context
HIGH	packages/effect/test/ConfigProvider.test.ts	682	it("should return None on non-existing paths", async () => {	CODE
HIGH	packages/effect/test/Cache.test.ts	1165	it.effect("all keys return None after invalidateAll", () =>	CODE
HIGH	packages/effect/src/Cache.ts	576	* // Expired entries return None	COMMENT

Modern AI Meta-Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	ai-docs/src/71_ai/30_chat.ts	21	// Tools for the agentic loop	COMMENT
MEDIUM	ai-docs/src/71_ai/30_chat.ts	57	// Ask a question and use an agentic loop with tool calls to answer it.	COMMENT
MEDIUM	ai-docs/src/71_ai/30_chat.ts	105	// 2. Create agentic loops with tools	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/ai/anthropic/src/AnthropicTool.ts	2267	* The search query generated by Claude.	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/effect/src/Match.ts	1713	* describeTruthiness(true) // => "Definitely true"	COMMENT
MEDIUM	packages/effect/src/Match.ts	1714	* describeTruthiness(false) // => "Definitely false"	COMMENT

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	scripts/bundle-compare-selected.sh	6	# Usage:	COMMENT
LOW	scripts/bundle-analyze.sh	6	# Usage:	COMMENT
LOW	packages/effect/src/Match.ts	2531	* // Example usage:	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/effect/src/cluster/Runners.ts	211	// For requests, after persisting the request, we need to check if the	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/sql/sqlite-react-native/src/SqliteClient.ts	321	* Basic query execution function, it is async don't forget to await it	COMMENT

Effect-TS/effect

Open-Source Code Quality, Security and Technical Debt Review