3.9

Adjusted Signal

3.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

4.1K

Stars

TypeScript

Language

275.1K

Lines of Code

818

Files

1.1K

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 17.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1067 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 17.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1062 finding(s).

PR Review Velocity Impact 17.8/100 · LOW

Which changes need focused human review? 1072 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 3LOW 1069

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 1072 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 Identifiers1062 hits · 1050 pts

Severity	File	Line	Snippet	Context
LOW	index.ts	12	export default function registerSubagentExtension(pi: ExtensionAPI): void {	CODE
LOW	tools/oxlint/anti-slop/shared/reflect-method.ts	24	export function isGlobalReflectMethodCall(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	142	function isEffectivelyEmptyTypeLiteral(type: ESTree.TSTypeLiteral): boolean {	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	146	function isEffectivelyEmptyInterface(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	158	function resolvedSubstitutionArgument(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	307	export function classifyUnsafeDictionaryValue(	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	467	export function isPopulatedObjectExpression(expression: ESTree.Expression): boolean {	CODE
LOW	tools/oxlint/anti-slop/shared/dictionary-types.ts	480	export function isKnownEvidenceExpression(expression: ESTree.Expression): boolean {	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	34	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	125	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	60	function isInsideTypeAliasDeclaration(node: ESTree.Node): boolean {	CODE
LOW	…ols/oxlint/anti-slop/rules/no-shape-in-symbol-names.ts	6	function containsForbiddenSymbolName(name: string): boolean {	CODE
LOW	test/unit/schemas.test.ts	136	function hasAnyOfArrayWithStringItems(schema: JsonSchemaNode \| undefined): boolean {	CODE
LOW	test/unit/agent-frontmatter.test.ts	28	function createNestedLinkedWorktree(): { repo: string; worktree: string } {	CODE
LOW	test/unit/agent-frontmatter.test.ts	43	function writeLinkedWorktreePackage(repo: string): { packageAgentName: string; packageAgentPath: string; settingsPath: s	CODE
LOW	test/unit/fleet.test.ts	39	function writeForegroundHistoryFile(resultsDir: string, run: { runId: string }): void {	CODE
LOW	test/unit/host-peer-runtime-imports.test.ts	28	function extractStaticImportSpecifiers(source: string): string[] {	CODE
LOW	test/unit/workflow-resume-hint.test.ts	91	function writeManagedWorktreeHandoff(root: string, childRunId: string): void {	CODE
LOW	test/unit/worktree.test.ts	85	function assertRetainedHookFailure(error: unknown, message: RegExp): true {	CODE
LOW	test/unit/async-interrupt-action.test.ts	121	function createWorkflowForegroundControl(	CODE
LOW	test/unit/herdr-inspector.test.ts	24	function sessionRootsFromRunCommand(command: string): string[] {	CODE
LOW	test/integration/fork-context-execution.test.ts	63	function makeSessionManagerRecorder(options: SessionStubOptions = {}) {	CODE
LOW	test/integration/fork-context-execution.test.ts	134	function makeExecutorWithDiscoverAgents(discoverAgentsImpl: typeof discoverAgents, config: Record<string, unknown> = {}	CODE
LOW	test/integration/fork-context-execution.test.ts	202	function makeForkingSessionManagerRecorder(options: { sessionFile: string; leafId: string }) {	CODE
LOW	test/integration/fork-context-execution.test.ts	273	function makeSignedThinkingSessionManager(childSessionFile: string) {	CODE
LOW	test/integration/async-job-tracker.test.ts	149	function createNativeSupervisorHarness(sessionId: string) {	CODE
LOW	test/integration/async-job-tracker.test.ts	177	function startSupervisorAttentionRun(asyncRoot: string, runId: string, timers: { tick(ms: number): void }) {	CODE
LOW	test/integration/slash-commands.test.ts	233	async function captureSlashCommandParams(	CODE
LOW	test/support/runner-child-session-factory.ts	11	export default function createRunnerChildSessionFactory() {	CODE
LOW	test/support/single-execution-fixture.ts	283	export function installSingleExecutionHooks() {	CODE
LOW	test/support/async-execution-fixture.ts	609	export function installAsyncExecutionHooks(): void {	CODE
LOW	test/support/async-result-timeout-evidence.ts	5	export function asyncResultTimeoutEvidence(asyncDir: string, id: string): string[] {	CODE
LOW	test/support/asking-child-session-factory.ts	9	export default function askingChildSessionFactory(): ChildSessionFactory {	CODE
LOW	src/extension/doctor.ts	115	function formatConfiguredSessionDir(input: DoctorReportInput): string {	CODE
LOW	src/extension/doctor.ts	190	function formatActiveAsyncCapacitySection(input: DoctorReportInput): string[] {	CODE
LOW	src/extension/doctor.ts	199	function formatPermissionSystemSection(): string[] {	CODE
LOW	src/extension/doctor.ts	221	function formatWorkflowScriptSection(): string[] {	CODE
LOW	src/extension/steering-notices.ts	21	export function handleSubagentSteeringNotice(input: {	CODE
LOW	src/extension/control-notices.ts	38	export function handleSubagentControlNotice(input: {	CODE
LOW	src/extension/schemas.ts	30	function isTopLevelParameterDescription(path: string[]): boolean {	CODE
LOW	src/extension/schemas.ts	317	export function createSubagentParamsSchema(disabled?: DisabledFeatureSurface): typeof SubagentParams {	CODE
LOW	src/extension/rpc.ts	396	function normalizeTargetParamsFromRecord(input: Record<string, unknown>): Pick<SubagentParamsLike, "id" \| "runId" \| "dir	CODE
LOW	src/extension/rpc.ts	856	export function registerSubagentRpcBridge(options: RegisterSubagentRpcBridgeOptions): {	CODE
LOW	src/extension/fanout-child.ts	61	function resolveNestedControlRoute(config: ChildRuntimeConfig): NestedRoute \| undefined {	CODE
LOW	src/extension/fanout-child.ts	80	function createNestedControlInboxState(): NestedControlInboxState {	CODE
LOW	src/extension/fanout-child.ts	84	function startNestedControlInboxListener(pi: ExtensionAPI, state: SubagentState, route: NestedRoute, inboxState: NestedC	CODE
LOW	src/extension/fanout-child.ts	152	export default function registerFanoutChildSubagentExtension(pi: ExtensionAPI, childConfig: ChildRuntimeConfig): void {	CODE
LOW	src/extension/subagent-options.ts	18	export function flattenSubagentToolOptions(params: Record<string, unknown>, disabled?: DisabledFeatureSurface): Subagent	CODE
LOW	src/extension/tool-description.ts	90	export function buildSubagentToolPromptMetadata(config: Pick<ExtensionConfig, "toolDescriptionMode"> = {}, disabledFeatu	CODE
LOW	src/extension/tool-description.ts	95	export function resolveToolDescriptionMode(config: Pick<ExtensionConfig, "toolDescriptionMode">, options?: ToolDescripti	CODE
LOW	src/extension/tool-description.ts	134	function loadCustomToolDescription(options?: ToolDescriptionOptions): string \| undefined {	CODE
1002 more matches not shown…

Modern AI Meta-Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	CHANGELOG.md	2903	- Removed exported `resolveSessionRoot()` function and `SessionRootInput` interface. These were introduced by PR #46 but	CODE
MEDIUM	docs/workflows.md	1	# Workflows and orchestration	COMMENT
MEDIUM	docs/workflows.md	5	## Recommended orchestration pattern	COMMENT

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	test/unit/workflow-detach-reconcile.test.ts	367	const status = { ...pausedWorkflow("placeholder", { runId: undefined, sessionFile }), runId: workflowRunId, sessionId:	CODE
LOW	test/unit/workflow-detach-reconcile.test.ts	388	const status = { ...pausedWorkflow("placeholder", { runId: undefined, sessionFile: undefined }), runId: workflowRunId,	CODE
LOW	test/unit/workflow-detach-reconcile.test.ts	413	const status = { ...pausedWorkflow("placeholder", { runId: undefined, sessionFile: undefined }), runId: workflowRunId,	CODE
LOW	test/unit/workflow-detach-reconcile.test.ts	438	const status = { ...pausedWorkflow("placeholder", { runId: undefined, sessionFile: "/tmp/replacement-child.jsonl" }),	CODE
LOW	src/runs/background/subagent-runner-bootstrap.ts	80	throw new Error("Invalid runner configuration: 'placeholder' must be a string.");	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/extension/rpc.ts	735	async function handleRequest(	CODE

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	src/shared/fork-context.ts	1	// Forking a parent transcript into a child copies the parent's assistant messages verbatim, signed	COMMENT

nicobailon/pi-subagents

Open-Source Code Quality, Security and Technical Debt Review