0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

22.2K

Stars

TypeScript

Language

142.5K

Lines of Code

850

Files

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 1.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 30 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 0.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 26 finding(s).

PR Review Velocity Impact 1.5/100 · LOW

Which changes need focused human review? 37 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 1MEDIUM 0LOW 36

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 37 distinct pattern matches across 5 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 Identifiers26 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	packages/fake-driver/lib/commands/find.ts	11	export function getExistingElementForNode(this: FakeDriver, node: FakeElement): string \| null {	CODE
LOW	packages/base-driver/lib/express/websocket.ts	62	export async function removeAllWebSocketHandlers(this: AppiumServer): Promise<boolean> {	CODE
LOW	packages/base-driver/lib/express/middleware.ts	44	export function allowCrossDomainAsyncExecute(basePath: string): RequestHandler {	CODE
LOW	packages/base-driver/lib/express/middleware.ts	45	function allowCrossDomainAsyncExecuteHandler(req: Request, res: Response, next: NextFunction): void {	CODE
LOW	packages/base-driver/lib/express/middleware.ts	114	export function tryHandleWebSocketUpgrade({	CODE
LOW	packages/base-driver/lib/protocol/errors.ts	943	function generateBadParametersMessage(paramRequirements: ParameterRequirements, paramNames: string[]): string {	CODE
LOW	packages/base-driver/lib/protocol/errors.ts	1073	export function errorFromMJSONWPStatusCode(code: number, value: string \| {message: string} = ''): ProtocolError {	CODE
LOW	packages/base-driver/lib/protocol/protocol.ts	228	export function validateExecuteMethodParams(params: any[], paramSpec?: PayloadParams): any[] {	CODE
LOW	packages/base-driver/lib/protocol/protocol.ts	363	function hasMultipleRequiredParamSets(	CODE
LOW	packages/base-driver/lib/basedriver/helpers.ts	500	export function filenameFromContentDisposition(header: string): string \| undefined {	CODE
LOW	…e-driver/lib/basedriver/commands/bidi-subscriptions.ts	21	export function refreshEventSubscriptions(driver: BidiSubscriptionDriver): void {	CODE
LOW	packages/base-driver/lib/helpers/levenshtein-match.ts	21	export function rankLevenshteinCandidates(	CODE
LOW	packages/base-driver/lib/helpers/levenshtein-match.ts	61	export function sortByLevenshteinDistance(target: string, candidates: readonly string[]): string[] {	CODE
LOW	packages/support/test/unit/logger/helpers.ts	37	export function assertOutputDoesntContain(writers: ReturnType<typeof setupWriters>, output: string) {	CODE
LOW	packages/support/lib/zip.ts	390	async function assertFileDestinationWithinRoot(	CODE
LOW	packages/support/lib/zip.ts	700	async function processYauzlEntriesSequentially(	CODE
LOW	packages/support/lib/env.ts	36	export const findAppiumDependencyPackage = memoize(async function findAppiumDependencyPackage(	CODE
LOW	packages/support/lib/env.ts	92	function isMissingPackageJsonError(err: unknown): boolean {	CODE
LOW	packages/appium/test/e2e/e2e-helpers.ts	164	export async function readAppiumArgErrorFixture(name: string): Promise<string> {	CODE
LOW	packages/appium/test/e2e/e2e-helpers.ts	170	export function formatAppiumArgErrorOutput(stderr: string): string {	CODE
LOW	packages/appium/lib/inspector-commands.ts	99	function methodMapToRestCommandsInfo(mm: MethodMap<any>): Record<string, RestMethodsToCommandsMap> {	CODE
LOW	packages/appium/lib/inspector-commands.ts	116	function executeMethodMapToCommandsInfo(emm: ExecuteMethodMap<any>): RestMethodsToCommandsMap {	CODE
LOW	packages/appium/lib/bootstrap/main-helpers.ts	55	export function determineAppiumHomeSource(appiumHomeFromArgs?: string \| null): string {	CODE
LOW	packages/appium/lib/bootstrap/main-helpers.ts	214	function logDefaultCapabilitiesWarning(caps: ParsedArgs<CliCommandServer>['defaultCapabilities']): void {	CODE
LOW	packages/appium/lib/cli/extension-command.ts	1320	async function getRemoteExtensionLatestStableMajors(pkgName: string): Promise<string[]> {	CODE
LOW	packages/appium/lib/cli/extension-command.ts	1341	async function getRemoteExtensionVersionReq(pkgName: string, pkgVer?: string): Promise<string \| null> {	CODE

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	packages/fake-plugin/lib/plugin.ts	21	'/session/:sessionId/fake_data': {	CODE
LOW	packages/appium/test/e2e/plugin.e2e.spec.ts	171	await axios.post(`${testServerBaseSessionUrl}/${sessionId}/fake_data`, {	CODE
LOW	packages/appium/test/e2e/plugin.e2e.spec.ts	174	assert.deepStrictEqual((await axios.get(`${testServerBaseSessionUrl}/${sessionId}/fake_data`)).data.value, {	CODE
LOW	packages/appium/docs/ja/developing/build-plugins.md	345	'/session/:sessionId/fake_data': {	CODE
LOW	packages/appium/docs/zh/developing/build-plugins.md	256	'/session/:sessionId/fake_data': {	CODE
LOW	packages/appium/docs/en/developing/build-plugins.md	341	'/session/:sessionId/fake_data': {	CODE

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	packages/appium/lib/extension/extension-config.ts	260	print(_activeNames?: ExtName<ExtType>[]): void {	CODE

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/images-plugin/lib/types.ts	21	// if the image returned by getScreenshot differs in size or aspect ratio	COMMENT
LOW	packages/images-plugin/lib/types.ts	41	// e.g. If a user has an image of 270 x 32 pixels which was originally 1080 x 126 pixels,	COMMENT
LOW	packages/appium/lib/appium.ts	681		COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/build.yml	70	# Check if package.json has test:e2e script and it's not a no-op	COMMENT

appium/appium

Open-Source Code Quality, Security and Technical Debt Review