0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

3.6K

Stars

TypeScript

Language

480.9K

Lines of Code

2.8K

Files

112

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 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 78 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 34 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 44 finding(s).

PR Review Velocity Impact 1.2/100 · LOW

Which changes need focused human review? 112 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 0HIGH 0MEDIUM 0LOW 112

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 112 distinct pattern matches across 6 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 Identifiers44 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	test/src/account-abstraction.ts	214	export async function createVerifyingPaymasterServer(	CODE
LOW	test/src/utils.ts	175	export async function deployOffchainLookupExample({	CODE
LOW	vectors/src/transaction.ts	37	export async function generateTransactionVectors() {	CODE
LOW	scripts/generateTempoAbis.ts	536	function routerCallbackDataParameter(checkout: string) {	CODE
LOW	src/celo/fees.ts	59	async function estimateFeePerGasInFeeCurrency(	CODE
LOW	src/celo/fees.ts	85	async function estimateMaxPriorityFeePerGasInFeeCurrency(	CODE
LOW	src/experimental/erc7846/actions/connect.ts	96	function formatRequestCapabilities(	CODE
LOW	src/experimental/erc7846/actions/connect.ts	164	function formatResponseCapabilities(	CODE
LOW	…t-abstraction/utils/formatters/userOperationRequest.ts	11	export function formatUserOperationRequest(	CODE
LOW	…t-abstraction/utils/formatters/userOperationReceipt.ts	9	export function formatUserOperationReceipt(	CODE
LOW	…ction/utils/userOperation/getUserOperationTypedData.ts	31	export function getUserOperationTypedData(	CODE
LOW	…raction/actions/bundler/waitForUserOperationReceipt.ts	69	export function waitForUserOperationReceipt(	CODE
LOW	src/op-stack/serializers.ts	49	function serializeTransactionDeposit(	CODE
LOW	src/op-stack/utils/getWithdrawalHashStorageSlot.ts	21	export function getWithdrawalHashStorageSlot({	CODE
LOW	src/op-stack/utils/extractWithdrawalMessageLogs.ts	28	export function extractWithdrawalMessageLogs({	CODE
LOW	src/op-stack/utils/extractTransactionDepositedLogs.ts	28	export function extractTransactionDepositedLogs({	CODE
LOW	src/utils/stateOverride.ts	62	export function serializeAccountStateOverride(	CODE
LOW	src/utils/transaction/serializeTransaction.ts	392	function serializeTransactionLegacy(	CODE
LOW	src/utils/ens/errors.ts	11	export function isNullUniversalResolverError(err: unknown): boolean {	CODE
LOW	src/utils/signature/signatureToCompactSignature.ts	30	export function signatureToCompactSignature(	CODE
LOW	src/utils/signature/compactSignatureToSignature.ts	30	export function compactSignatureToSignature({	CODE
LOW	src/utils/signature/recoverTransactionAddress.ts	31	export async function recoverTransactionAddress(	CODE
LOW	src/utils/signature/serializeCompactSignature.ts	23	export function serializeCompactSignature({	CODE
LOW	src/utils/hash/normalizeSignature.test.ts	100	test('function submitBlocksWithCallbacks(bool isDataCompressed, bytes calldata data, ((uint16,(uint16,uint16,uint16,byte	CODE
LOW	src/utils/hash/normalizeSignature.test.ts	103	'function submitBlocksWithCallbacks(bool isDataCompressed, bytes calldata data, ((uint16,(uint16,uint16,uint16,byt	CODE
LOW	src/utils/authorization/serializeAuthorizationList.ts	16	export function serializeAuthorizationList(	CODE
LOW	src/tempo/Account.ts	823	export function getKeyAuthorizationSignPayload(	CODE
LOW	src/tempo/internal/utils.ts	105	function findDeclaredTokenBySymbol(	CODE
LOW	src/tempo/internal/relay/utils.ts	21	export function formatFillTransactionRequest(	CODE
LOW	src/tempo/internal/relay/utils.ts	35	export function normalizeFillTransactionRequest(	CODE
LOW	src/tempo/internal/relay/utils.ts	69	function normalizeKeyAuthorization(value: unknown) {	CODE
LOW	src/tempo/internal/relay/utils.ts	97	export function isSerializedTempoTransaction(	CODE
LOW	src/tempo/internal/relay/utils.ts	108	export function normalizeTempoTransaction(	CODE
LOW	src/tempo/internal/relay/accounts.ts	1205	async function getSubmittedTransactionHash(	CODE
LOW	src/tempo/internal/relay/accounts.ts	1434	function isSerializedTempoTransaction(value: unknown): value is Hex.Hex {	CODE
LOW	src/tempo/internal/relay/feePayer.accounts.test.ts	180	async function configurableKeyAuthorization(	CODE
LOW	src/tempo/actions/earn.ts	3097	function resolveMinimumShareAmount(parameters: MinimumShareAmountParameters) {	CODE
LOW	src/tempo/actions/earn.ts	3106	async function assertPreparedZoneRequestChain(	CODE
LOW	src/tempo/actions/receivePolicy.ts	1296	function assertValidRecoveryAuthority(recoveryAuthority: Address) {	CODE
LOW	…sync/utils/paymaster/getApprovalBasedPaymasterInput.ts	19	export function getApprovalBasedPaymasterInput(	CODE
LOW	src/zksync/actions/claimFailedDeposit.ts	257	'function bridgeRecoverFailedTransfer(uint256 _chainId, address _depositSender, bytes32 _assetId, bytes _assetData	CODE
LOW	src/actions/public/call.ts	541	function hasStateOverrideForAddress(	CODE
LOW	src/actions/public/call.ts	555	function toDeploylessCallViaBytecodeData(parameters: { code: Hex; data: Hex }) {	CODE
LOW	src/actions/public/call.ts	568	function toDeploylessCallViaFactoryData(parameters: {	CODE

Fake / Example Data34 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW⚡	test/kzg/lorem-ipsum.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut ultricies orci quam, sit amet eleifend ante fringilla nec. P	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	1	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut ultricies orci quam, sit amet eleifend ante fringilla nec. P	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	3	Sed semper elementum massa non viverra. Sed sit amet magna et ipsum tristique vulputate. Pellentesque in libero sem. Sus	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	217	Fusce vel enim pellentesque, elementum diam eu, vulputate velit. Nunc libero tellus, elementum id quam sit amet, auctor	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	217	Fusce vel enim pellentesque, elementum diam eu, vulputate velit. Nunc libero tellus, elementum id quam sit amet, auctor	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	219	Vestibulum ante ipsum primis in faucibus orci luctus et ultrices posuere cubilia curae; Vestibulum facilisis, purus eu p	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	223	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam eu lacus lectus. Fusce a tellus lacus. Interdum et males	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	223	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam eu lacus lectus. Fusce a tellus lacus. Interdum et males	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	301	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut ultricies orci quam, sit amet eleifend ante fringilla nec. P	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	301	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut ultricies orci quam, sit amet eleifend ante fringilla nec. P	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	303	Sed semper elementum massa non viverra. Sed sit amet magna et ipsum tristique vulputate. Pellentesque in libero sem. Sus	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	517	Fusce vel enim pellentesque, elementum diam eu, vulputate velit. Nunc libero tellus, elementum id quam sit amet, auctor	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	517	Fusce vel enim pellentesque, elementum diam eu, vulputate velit. Nunc libero tellus, elementum id quam sit amet, auctor	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	519	Vestibulum ante ipsum primis in faucibus orci luctus et ultrices posuere cubilia curae; Vestibulum facilisis, purus eu p	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	523	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam eu lacus lectus. Fusce a tellus lacus. Interdum et males	CODE
LOW⚡	test/kzg/lorem-ipsum.txt	523	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam eu lacus lectus. Fusce a tellus lacus. Interdum et males	CODE
LOW	test/kzg/lorem-ipsum.txt	23	Mauris ultricies elit urna, vel aliquet purus auctor vitae. Praesent viverra odio tellus, quis posuere nulla aliquet at.	CODE
LOW	test/kzg/lorem-ipsum.txt	23	Mauris ultricies elit urna, vel aliquet purus auctor vitae. Praesent viverra odio tellus, quis posuere nulla aliquet at.	CODE
LOW	test/kzg/lorem-ipsum.txt	253	Donec sem nisl, ultrices a tellus ut, pellentesque facilisis nulla. Sed et sapien ut eros condimentum porttitor. Fusce s	CODE
LOW	test/kzg/lorem-ipsum.txt	253	Donec sem nisl, ultrices a tellus ut, pellentesque facilisis nulla. Sed et sapien ut eros condimentum porttitor. Fusce s	CODE
LOW	test/kzg/lorem-ipsum.txt	287	Fusce venenatis interdum elit, quis rutrum orci posuere non. In eleifend est quis diam facilisis, ac malesuada massa orn	CODE
LOW	test/kzg/lorem-ipsum.txt	287	Fusce venenatis interdum elit, quis rutrum orci posuere non. In eleifend est quis diam facilisis, ac malesuada massa orn	CODE
LOW	test/kzg/lorem-ipsum.txt	323	Mauris ultricies elit urna, vel aliquet purus auctor vitae. Praesent viverra odio tellus, quis posuere nulla aliquet at.	CODE
LOW	test/kzg/lorem-ipsum.txt	323	Mauris ultricies elit urna, vel aliquet purus auctor vitae. Praesent viverra odio tellus, quis posuere nulla aliquet at.	CODE
LOW	test/kzg/lorem-ipsum.txt	553	Donec sem nisl, ultrices a tellus ut, pellentesque facilisis nulla. Sed et sapien ut eros condimentum porttitor. Fusce s	CODE
LOW	test/kzg/lorem-ipsum.txt	553	Donec sem nisl, ultrices a tellus ut, pellentesque facilisis nulla. Sed et sapien ut eros condimentum porttitor. Fusce s	CODE
LOW	test/kzg/lorem-ipsum.txt	587	Fusce venenatis interdum elit, quis rutrum orci posuere non. In eleifend est quis diam facilisis, ac malesuada massa orn	CODE
LOW	test/kzg/lorem-ipsum.txt	587	Fusce venenatis interdum elit, quis rutrum orci posuere non. In eleifend est quis diam facilisis, ac malesuada massa orn	CODE
LOW	src/utils/abi/encodeAbiParameters.test.ts	841	// cast abi-encode "a(string)" "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc faucibus lorem a liber	COMMENT
LOW	src/utils/abi/encodeAbiParameters.test.ts	841	// cast abi-encode "a(string)" "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc faucibus lorem a liber	COMMENT
LOW	src/utils/abi/encodeAbiParameters.test.ts	852	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc faucibus lorem a libero auctor condimentum. D	CODE
LOW	src/utils/abi/encodeAbiParameters.test.ts	852	'Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc faucibus lorem a libero auctor condimentum. D	CODE
LOW	src/utils/abi/decodeAbiParameters.test.ts	449	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc faucibus lorem a libero auctor condimentum. Don	CODE
LOW	src/utils/abi/decodeAbiParameters.test.ts	449	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nunc faucibus lorem a libero auctor condimentum. Don	CODE

Over-Commented Block28 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	test/setup.global.ts	1	import * as executionInstances from './src/anvil.js'	COMMENT
LOW	environments/next/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	environments/tsc/tsconfig.json	1	{	COMMENT
LOW	environments/tsc/tsconfig.json	21	// "jsxFragmentFactory": "", /* Specify the JSX Fragment reference used for fragments when t	COMMENT
LOW	environments/tsc/tsconfig.json	41	// "resolvePackageJsonImports": true, /* Use the package.json 'imports' field when resolving imports.	COMMENT
LOW	environments/tsc/tsconfig.json	61	// "noEmit": true, /* Disable emitting files from a compilation. */	COMMENT
LOW	site/pages/experimental/erc7846/connect.md	101	// @log: }]	COMMENT
LOW	site/pages/experimental/erc7846/connect.md	141	// @log: address: '0x90F79bf6EB2c4f870365E785982E1f101E93b906',	COMMENT
LOW	…es/account-abstraction/actions/bundler/introduction.md	1	# TODO	COMMENT
LOW	site/pages/docs/actions/public/simulateCalls.md	101	// @log: [	COMMENT
LOW	site/pages/docs/actions/public/simulateCalls.md	181	// @log: address: "0xeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeee",	COMMENT
LOW	site/pages/docs/actions/public/simulateCalls.md	201	// @log: },	COMMENT
LOW	site/pages/docs/actions/public/simulateCalls.md	261	to: '0xFBA3912Ca04dd458c843e2EE08967fC04f3579c2',	COMMENT
LOW	site/pages/docs/actions/public/getBlockReceipts.md	21	// @log: {	COMMENT
LOW	site/pages/docs/actions/public/watchBlocks.md	21	const unwatch = publicClient.watchBlocks( // [!code focus:99]	COMMENT
LOW	site/pages/docs/actions/public/fillTransaction.md	21	import { account, publicClient } from './client'	COMMENT
LOW	…pages/docs/actions/wallet/prepareTransactionRequest.md	21	})	COMMENT
LOW	site/pages/docs/glossary/errors.md	1	# Errors [Glossary of Errors in viem.]	COMMENT
LOW	site/pages/docs/glossary/errors.md	21	### `AbiFunctionNotFoundError`	COMMENT
LOW	site/pages/docs/glossary/errors.md	41		COMMENT
LOW	site/pages/docs/glossary/errors.md	61	### `ContractFunctionZeroDataError`	COMMENT
LOW	site/pages/docs/glossary/errors.md	81	### `EnsAvatarInvalidMetadataError`	COMMENT
LOW	site/pages/docs/glossary/errors.md	101	### `IntrinsicGasTooLowError`	COMMENT
LOW	site/pages/docs/glossary/errors.md	121	### `InvalidParamsRpcError`	COMMENT
LOW	site/pages/docs/glossary/errors.md	141		COMMENT
LOW	…-abstraction/actions/bundler/sendUserOperation.test.ts	721		COMMENT
LOW	src/utils/buildRequest.ts	301	if (error.code === LimitExceededRpcError.code) return true	COMMENT
LOW	src/actions/wallet/prepareTransactionRequest.ts	381	)	COMMENT

Verbosity Indicators3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	src/tempo/actions/token.test.ts	3249	// Step 1: Prepare update quote token (should emit NextQuoteTokenSet)	COMMENT
LOW⚡	src/tempo/actions/token.test.ts	3255	// Step 2: Finalize the update (should emit QuoteTokenUpdateFinalized)	COMMENT
LOW	src/actions/public/waitForTransactionReceipt.ts	349	// We need to check if it has potentially been replaced.	COMMENT

Structural Annotation Overuse2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW⚡	src/tempo/actions/token.test.ts	3249	// Step 1: Prepare update quote token (should emit NextQuoteTokenSet)	COMMENT
LOW⚡	src/tempo/actions/token.test.ts	3255	// Step 2: Finalize the update (should emit QuoteTokenUpdateFinalized)	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/tempo/Relay.ts	212	export function handleRequest(	CODE

wevm/viem

Open-Source Code Quality, Security and Technical Debt Review