2.7

Adjusted Signal

2.7

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

5.1K

Stars

TypeScript

Language

91.0K

Lines of Code

521

Files

234

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 12.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 234 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 12.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 230 finding(s).

PR Review Velocity Impact 12.2/100 · LOW

Which changes need focused human review? 234 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 1LOW 233

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 234 distinct pattern matches across 3 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 Identifiers230 hits · 236 pts

Severity	File	Line	Snippet	Context
LOW	tests/e2e-fixture-servers.test.ts	521	async function startDelayedSseHeadersProxy(targetUrl: string, delayMs: number): Promise<RunningHttpProxy> {	CODE
LOW	tests/oauth-bridge-get-post-concurrency.test.ts	235	function installFakeCallbackServer(): void {	CODE
LOW	tests/record-replay-cli.test.ts	161	async function expectPrivateRecordingPermissions(filePath: string): Promise<void> {	CODE
LOW	tests/chrome-devtools-relay-proxy.test.ts	291	function expectEphemeralAuthorization(authorization: string): void {	CODE
LOW	tests/runtime-elicitation.test.ts	28	function expectNoInjectedControlSequences(output: string): void {	CODE
LOW	tests/runtime-elicitation.test.ts	396	function promoteInMemoryPairToModern(	CODE
LOW	tests/oauth-session.test.ts	1067	async function startSeparatedOAuthDiscoveryServers(): Promise<{	CODE
LOW	tests/chrome-relay-fixture.test.ts	11	function caseInsensitiveEnvironment(values: NodeJS.ProcessEnv): NodeJS.ProcessEnv {	CODE
LOW	tests/runtime-chrome-relay-handoff.test.ts	169	function assertCredentialFreeSpawn(shape: SpawnShape): void {	CODE
LOW	tests/emit-ts.test.ts	934	function compileUnderRepositoryConfig(rootNames: string[]): EmittedDiagnostic[] {	CODE
LOW	tests/helpers/runtime-test-helpers.ts	32	export function getRuntimeConnectionCache(runtime: Runtime): RuntimeConnectionCache {	CODE
LOW	tests/helpers/runtime-test-helpers.ts	89	export function createPendingAuthorizationSession() {	CODE
LOW	tests/helpers/chrome-relay-fixture.ts	4	export function isolateChromeRelayTestEnvironment(home: string, env: NodeJS.ProcessEnv = process.env): () => void {	CODE
LOW	tests/helpers/chrome-relay-fixture.ts	26	export function assertSyntheticRelayCredentialPath(	CODE
LOW	src/browser-relay-auth-v2.ts	41	export function canonicalizeBrowserRelayProof(	CODE
LOW	src/fs-json.ts	214	async function resolvePathFollowingSymlinks(filePath: string): Promise<string> {	CODE
LOW	src/fs-json.ts	237	async function canonicalizeParentDirectory(filePath: string): Promise<string> {	CODE
LOW	src/oauth-client-info.ts	4	export function buildStaticClientInformation(	CODE
LOW	src/runtime-process-utils.ts	18	export async function captureTransportProcessTree(transport: Transport): Promise<TransportProcessTree> {	CODE
LOW	src/runtime-process-utils.ts	83	async function ensureProcessTreeTerminated(	CODE
LOW	src/runtime-process-utils.ts	184	async function listDescendantPidsWindows(rootPid: number): Promise<number[]> {	CODE
LOW	src/runtime-process-utils.ts	236	function collectDescendantsFromChildren(rootPid: number, children: Map<number, number[]>): number[] {	CODE
LOW	src/config-normalize.ts	113	function resolveConfigEnvPlaceholders(name: string, raw: RawEntry, env = process.env): RawEntry {	CODE
LOW⚡	src/chrome-devtools-relay.ts	168	export function recordChromeDevtoolsRelayDecision(server: string, decision: ChromeDevtoolsRelayDecision): void {	CODE
LOW⚡	src/chrome-devtools-relay.ts	172	export function getChromeDevtoolsRelayDecision(server: string): ChromeDevtoolsRelayDecision \| undefined {	CODE
LOW⚡	src/chrome-devtools-relay.ts	176	export function formatChromeDevtoolsRelayDecision(decision: ChromeDevtoolsRelayDecision): string {	CODE
LOW⚡	src/chrome-devtools-relay.ts	180	export function resolveChromeDevtoolsRelayProbeTimeoutMs(env: NodeJS.ProcessEnv = process.env): number {	CODE
LOW⚡	src/chrome-devtools-relay.ts	188	export function resolveChromeDevtoolsRelayPolicy(	CODE
LOW⚡	src/chrome-devtools-relay.ts	473	export function hashChromeDevtoolsRelayEnvironment(	CODE
LOW⚡	src/chrome-devtools-relay.ts	480	export function resolveChromeDevtoolsRelayEnvironment(	CODE
LOW⚡	src/chrome-devtools-relay.ts	487	function selectChromeDevtoolsRelayRuntimeEnvironment(env: NodeJS.ProcessEnv): NodeJS.ProcessEnv {	CODE
LOW⚡	src/chrome-devtools-relay.ts	496	function sanitizeRelayIdentityEnvironment(env: NodeJS.ProcessEnv): NodeJS.ProcessEnv {	CODE
LOW	src/chrome-devtools-relay.ts	199	export function isChromeDevtoolsAutoConnectCommand(command: string, args: readonly string[]): boolean {	CODE
LOW	src/chrome-devtools-relay.ts	225	function resolveOpenClawCredentialDir(env: NodeJS.ProcessEnv): string {	CODE
LOW	src/chrome-devtools-relay.ts	308	export function shouldAttemptChromeDevtoolsRelay(	CODE
LOW	src/chrome-devtools-relay.ts	321	export async function rewriteChromeDevtoolsArgsForRelay(	CODE
LOW	src/chrome-devtools-relay.ts	507	export function chromeDevtoolsRelayEnvironmentKeys(	CODE
LOW	src/chrome-devtools-relay.ts	551	export function hashChromeDevtoolsRelayProcessEnvironment(	CODE
LOW	src/chrome-devtools-relay.ts	559	export async function resolveChromeDevtoolsRelayRuntimeIdentity(	CODE
LOW	src/chrome-devtools-relay.ts	577	function createRelayCredentialIdResolver(): (credentialPath: string) => string {	CODE
LOW	src/chrome-devtools-relay.ts	609	function relayEnvironmentIdentityValues(	CODE
LOW	src/chrome-devtools-relay.ts	672	function relayEnvironmentIdentityValue(key: string, env: NodeJS.ProcessEnv): string \| number \| null {	CODE
LOW	src/chrome-devtools-relay.ts	690	function relayIdentityDependsOnCwd(env: NodeJS.ProcessEnv): boolean {	CODE
LOW	src/chrome-devtools-relay.ts	714	function parseRelayDiscoveryIdentity(encoded: string): RelayDiscoveryIdentity \| undefined {	CODE
LOW	src/chrome-devtools-relay.ts	753	function referencedEnvironmentVariables(value: string): string[] {	CODE
LOW	src/chrome-devtools-relay.ts	762	function resolveRelayDefinitionEnvOverrides(	CODE
LOW	src/chrome-devtools-relay.ts	774	function resolveRelayIdentityEnvOverrides(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	160	export function runOpenClawRelayDiscovery(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	228	export function resolveOpenClawRelayDiscoveryCommandPlan(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	251	function resolveWindowsCommandInterpreter(env: NodeJS.ProcessEnv): string \| undefined {	CODE
LOW	src/chrome-devtools-relay-discovery.ts	268	function resolveWindowsOpenClawShim(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	289	function isSafeWindowsSystemToolPath(value: string, basename: string): boolean {	CODE
LOW	src/chrome-devtools-relay-discovery.ts	305	function isConventionalWindowsSystemCmd(value: string): boolean {	CODE
LOW	src/chrome-devtools-relay-discovery.ts	314	function isSafeWindowsAbsolutePath(value: string): boolean {	CODE
LOW	src/chrome-devtools-relay-discovery.ts	368	function sanitizeOpenClawDiscoveryCommandEnvironment(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	391	function createOpenClawRelayDiscoveryTerminationPlan(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	410	async function terminateOpenClawRelayDiscoveryProcessTree(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	478	function validateDiscoveryCommandResult(	CODE
LOW	src/chrome-devtools-relay-discovery.ts	617	function openClawDiscoveryEnvironment(env: NodeJS.ProcessEnv): NodeJS.ProcessEnv {	CODE
LOW	src/chrome-devtools-compat.ts	24	export function applyChromeDevtoolsCompat(	CODE
170 more matches not shown…

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tests/cli-stdout-pipe-truncation.integration.test.ts	21		COMMENT
LOW	tests/setup/isolate-home.ts	1	import fs from 'node:fs';	COMMENT
LOW	tests/helpers/timing.ts	1	// Shared platform scaling for test timing budgets.	COMMENT

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/test-release.sh	483	# Workflow and orchestration boundaries: protected current default branch,	COMMENT

openclaw/mcporter

Open-Source Code Quality, Security and Technical Debt Review