2.0

Adjusted Signal

2.0

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.3K

Stars

TypeScript

Language

82.1K

Lines of Code

304

Files

165

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 9.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 165 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 9.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 163 finding(s).

PR Review Velocity Impact 9.7/100 · LOW

Which changes need focused human review? 165 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 164

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 165 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 Identifiers163 hits · 164 pts

Severity	File	Line	Snippet	Context
LOW	tools/oxlint/anti-slop/shared/function-parameters.ts	13	export function functionParameterTypeAnnotation(	CODE
LOW	tools/oxlint/anti-slop/shared/function-parameters.ts	29	export function functionParameterBindingName(	CODE
LOW	tools/oxlint/anti-slop/shared/reflect-method.ts	13	export function isGlobalReflectMethodCall(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	128	function isEffectivelyEmptyTypeLiteral(type: ESTree.TSTypeLiteral): boolean {	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	132	function isEffectivelyEmptyInterface(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	144	function resolvedSubstitutionArgument(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	296	export function classifyUnsafeDictionaryValue(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	480	export function isPopulatedObjectExpression(expression: ESTree.Expression): boolean {	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	493	export function isKnownEvidenceExpression(expression: ESTree.Expression): boolean {	CODE
LOW	tools/oxlint/anti-slop/shared/type-alias-resolution.ts	117	export function createTypeAliasEnvironment(	CODE
LOW	…ols/oxlint/anti-slop/shared/lexical-type-parameters.ts	14	function collectInferTypeParameterNames(	CODE
LOW	…ols/oxlint/anti-slop/shared/lexical-type-parameters.ts	35	export function lexicalTypeParameterNames(	CODE
LOW	tools/oxlint/anti-slop/rules/no-widen-then-assert.ts	18	function unwrapExpressionParentheses(expression: ESTree.Expression): ESTree.Expression {	CODE
LOW	tools/oxlint/anti-slop/rules/no-widen-then-assert.ts	143	function isDefinitelyNarrowerRecordType(type: ESTree.TSType): boolean {	CODE
LOW	tools/oxlint/anti-slop/rules/no-widen-then-assert.ts	171	function resolvedVariableForIdentifier(	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	6	function isTypeAssertionExpression(node: ESTree.Node): node is TypeAssertionExpression {	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	10	function unwrapParenthesizedExpression(expression: ESTree.Expression): ESTree.Expression {	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	27	function isOutermostAssertionInChain(node: TypeAssertionExpression): boolean {	CODE
LOW	…s/oxlint/anti-slop/rules/no-chained-type-assertions.ts	39	function isForbiddenAssertionChain(node: TypeAssertionExpression): boolean {	CODE
LOW	tools/oxlint/anti-slop/rules/no-known-value-widening.ts	138	function hasKnownCallArgumentEvidence(	CODE
LOW	tools/oxlint/anti-slop/rules/no-known-value-widening.ts	192	function typePredicateSubjectIndex(	CODE
LOW	tools/oxlint/anti-slop/rules/no-known-value-widening.ts	253	function isDictionaryAccumulatorTarget(destination: WideningTarget): boolean {	CODE
LOW	…/anti-slop/rules/no-conditional-empty-object-spread.ts	16	function isConditionalEmptyObjectSpread(node: ESTree.Expression): boolean {	CODE
LOW	…ls/oxlint/anti-slop/rules/no-unsafe-dictionary-type.ts	61	function isInsideTypeAliasDeclaration(node: ESTree.Node): boolean {	CODE
LOW	…ls/oxlint/anti-slop/rules/no-unsafe-dictionary-type.ts	80	function isInsideTypeParameterConstraint(node: ESTree.TSType): boolean {	CODE
LOW	…lop/rules/require-safety-comment-for-type-assertion.ts	47	function hasSafetyJustificationBefore(	CODE
LOW	…ols/oxlint/anti-slop/rules/no-shape-in-symbol-names.ts	6	function containsForbiddenSymbolName(name: string): boolean {	CODE
LOW	test/package-install-smoke.test.ts	16	function testPackedPackageLaunchers(): void {	CODE
LOW	src/workspaces.ts	739	function unavailableWorkspaceError(workspaceId: string): Error {	CODE
LOW	src/workspaces.ts	745	export async function ensureCheckoutWorkspaceRoot(	CODE
LOW	src/local-agent-pi-sandbox.ts	73	export function createUserNamespaceDenialDetector() {	CODE
LOW	src/local-agent-pi-sandbox.ts	349	function createSandboxedBashOperations(workspace: string): BashOperations {	CODE
LOW	src/local-agent-pi-sandbox.ts	545	function createPiSandboxFilesystem(workspace: string): FilesystemConfig {	CODE
LOW	src/local-agent-grok.ts	140	export function parseGrokPromptCompletion(input: WireInput): GrokPromptCompletion \| undefined {	CODE
LOW	src/roots.ts	55	export async function resolveCanonicalAllowedPath(	CODE
LOW	src/roots.ts	79	export async function resolvePathInsideCanonicalRoot(	CODE
LOW	src/local-agent-presentation.ts	85	export function presentAgentTargetCatalog(catalog: LocalAgentCatalog): AgentTargetCatalogOutput {	CODE
LOW	src/incoming-artifacts.ts	21	function hasAsciiControlCharacters(value: string): boolean {	CODE
LOW	src/incoming-artifacts.ts	156	export function createOpenAIIncomingArtifactAdapter(	CODE
LOW	src/incoming-artifacts.ts	256	export function describeIncomingArtifactValue(	CODE
LOW	src/incoming-artifacts.ts	341	function validateIncomingArtifactSource(source: IncomingArtifactSource): void {	CODE
LOW	src/incoming-artifacts.ts	384	function isOpenAIFileReferenceCandidate(value: WireInput): value is JsonObject {	CODE
LOW	src/incoming-artifacts.ts	394	function normalizeOpenAIFileReference(value: WireInput): OpenAIFileReference {	CODE
LOW	src/incoming-artifacts.ts	490	function normalizeSuppliedOpenAIFileName(value: string \| undefined): string \| undefined {	CODE
LOW	src/review-checkpoints.ts	62	export function createReviewCheckpointManager(): ReviewCheckpointManager {	CODE
LOW	src/review-checkpoints.ts	320	async function createWorkingTreeSnapshot(gitRoot: string, parent?: string): Promise<string> {	CODE
LOW	src/review-checkpoints.ts	387	async function resolveReviewCommitOrUndefined(	CODE
LOW	src/worktree-prune.ts	14	export async function pruneStaleManagedWorktrees(	CODE
LOW	src/local-agent-opencode.ts	327	function isOpenCodeTransportFailure(error: WireInput): boolean {	CODE
LOW	src/local-agent-opencode.ts	404	function assertOpenCodePromptSucceeded(value: WireInput): void {	CODE
LOW	src/local-agent-opencode.ts	430	export function extractOpenCodeFinalResponse(value: WireInput): string {	CODE
LOW	src/local-agent-opencode.ts	439	function extractLastOpenCodeAssistantMessageText(messages: WireInput[]): string {	CODE
LOW	src/local-agent-opencode.ts	457	function extractOpenCodeAssistantMessageText(value: WireInput): string {	CODE
LOW	src/local-agent-opencode.ts	484	function stringifyStructuredMessage(value: WireInput): string {	CODE
LOW	src/user-config.ts	67	export function devspaceLegacyConfigBackupPath(env: NodeJS.ProcessEnv = process.env): string {	CODE
LOW	src/local-agent-opencode-v2.ts	409	function isOpenCodeTransportFailure(error: WireInput): boolean {	CODE
LOW	src/local-agent-availability.ts	25	export function getLocalAgentProviderAvailabilitySnapshot(	CODE
LOW	src/local-agent-availability.ts	45	function checkLocalAgentProviderAvailability(	CODE
LOW	src/local-agent-availability.ts	99	export function localAgentProviderAvailability(	CODE
LOW	src/artifact-destination-windows.ts	13	export async function prepareWindowsArtifactDestinationDirectory(	CODE
103 more matches not shown…

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	website/package-lock.json	10075	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	install/install.sh	1	#!/bin/sh	COMMENT

Waishnav/devspace

Open-Source Code Quality, Security and Technical Debt Review