2.3

Adjusted Signal

2.3

Raw Pattern Score

100%

Time Factor

2026-11-01

Last Push

3.4K

Stars

TypeScript

Language

184.4K

Lines of Code

585

Files

417

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 11.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 416 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 10.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 410 finding(s).

PR Review Velocity Impact 10.9/100 · LOW

Which changes need focused human review? 417 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 5LOW 412

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 417 distinct pattern matches across 4 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 Identifiers410 hits · 414 pts

Severity	File	Line	Snippet	Context
LOW	test/flows.test.ts	2967	async function writeFlowStartupModelAgent(home: string): Promise<string> {	CODE
LOW	test/terminal.test.ts	404	function createManagerWithOutputCeiling(raw: string \| undefined): TerminalManager {	CODE
LOW	test/runtime-offline-controls.test.ts	30	async function controlAfterCancelledFirstPrompt(control: Control): Promise<void> {	CODE
LOW	test/runtime-manager.test.ts	5224	function createModelsClientFactory(options: {	CODE
LOW	test/queue-test-helpers.ts	121	export function createSingleRequestServer(	CODE
LOW	test/replay-viewer-graph-geometry.test.ts	290	function assertRoutesAvoidInteriors(	CODE
LOW	test/replay-viewer-close.test.ts	37	function controlledLifecycleConfig(): string {	CODE
LOW	test/jsonrpc-test-helpers.ts	23	export function extractAgentMessageChunkText(message: Record<string, unknown>): string \| undefined {	CODE
LOW	test/replay-viewer-loader.test.ts	972	async function withLiveReadRecoveryLoader(	CODE
LOW	test/replay-viewer-lossless.test.ts	356	async function repeatedCheckpointProgression(root: string, runId: string) {	CODE
LOW	test/replay-viewer-lossless.test.ts	401	async function incompleteCaptureControls() {	CODE
LOW	test/mock-agent.ts	57	function readQueueLifecycleControl(filePath: string): QueueLifecycleControl {	CODE
LOW	test/mock-agent.ts	63	function assertQueueLifecycleControl(value: unknown): asserts value is QueueLifecycleControl {	CODE
LOW	test/mock-agent.ts	289	function parsePositiveIntegerOption(args: string[], index: number, flag: string): number {	CODE
LOW	test/mock-agent.ts	709	function buildMockSessionInventory(cwd: string): SessionInfo[] {	CODE
LOW	test/output.test.ts	988	function renderDirectedSuppression(frames: DirectedSuppressionFrame[]): unknown[] {	CODE
LOW	test/auth-env.test.ts	6	function buildSyntheticAuthEnvironment(	CODE
LOW	test/conformance-process-cleanup.test.ts	36	async function writeRetirementFailurePreload(root: string, nonce: string): Promise<string> {	CODE
LOW	test/client.test.ts	3100	function delegatedOperationRequest(	CODE
LOW	test/client.test.ts	3132	function pendingPermissionQuestion() {	CODE
LOW	test/terminal-taskkill.test.ts	69	async function installWindowsHangingTaskkill(bin: string): Promise<void> {	CODE
LOW	test/integration.test.ts	5814	async function configuredHarnessInvocation(	CODE
LOW	test/integration.test.ts	6627	async function assertNoNewSleepProcesses(	CODE
LOW	test/replay-viewer-live-sync.test.ts	1025	async function writeLiveSessionRunBundle(	CODE
LOW	test/replay-viewer-live-sync.test.ts	1236	async function selectedReadRecoveryFixture() {	CODE
LOW	test/flows-failed-capture.test.ts	709	function assertCapturedPromptReply(	CODE
LOW	test/flows-failed-capture.test.ts	735	async function assertPublishedDiagnostic(bundle: Bundle, prompt: string, marker: string) {	CODE
LOW	test/replay-viewer-view-model.test.ts	1418	function assertMergeEdgeGeometryAgreement(graph: MergeEdgeGraph, layout: MergeEdgeLayout \| null) {	CODE
LOW	test/cli.test.ts	40	function readPackageVersionForTest(): string {	CODE
LOW	test/session-export-import.test.ts	720	async function importArchiveSavedUnderCommand(	CODE
LOW	references/openclaw-acp-client.ts	68	function resolveToolKindForPermission(	CODE
LOW	references/openclaw-acp-client.ts	116	function resolveToolNameForPermission(params: RequestPermissionRequest): string \| undefined {	CODE
LOW	examples/flows/pr-triage/review-text.js	1	export function selectLocalCodexReviewText(stdout, stderr) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	807	function promptReproduceBugAndTestFix(pr, outputs) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	836	function promptTestFeatureDirectly(pr, outputs) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	866	function promptJudgeInitialConflicts(pr, outputs) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	891	function promptResolveInitialConflicts(pr, outputs) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	943	function promptDoSuperficialRefactor(pr) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	1033	function promptJudgeFinalConflicts(pr, outputs) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	1057	function promptResolveFinalConflicts(pr, outputs) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	1107	function promptCommentAndEscalateReadyForLanding(pr, outputs, steps) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	1132	function promptCommentAndEscalateNeedsJudgment(pr, outputs, steps) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	1266	function normalizeGitHubReviewComment(comment) {	CODE
LOW	examples/flows/pr-triage/pr-triage.flow.ts	1279	function normalizeGitHubIssueComment(comment) {	CODE
LOW	examples/flows/replay-viewer/server/live-source.ts	12	export function createFilesystemRunSource(runsDir: string = defaultRunsDir()): ViewerRunSource {	CODE
LOW	…flows/replay-viewer/server/filesystem-bundle-reader.ts	5	export function createFilesystemBundleReader(	CODE
LOW	examples/flows/replay-viewer/server/live-sync.ts	77	export function createReplayLiveSyncServer(options: ReplayLiveSyncOptions): ReplayLiveSyncServer {	CODE
LOW	examples/flows/replay-viewer/server/live-sync.ts	460	function reportSubscribedRunReadError(	CODE
LOW	examples/flows/replay-viewer/server/live-sync.ts	488	function isRecoverableRunReadError(error: unknown): boolean {	CODE
LOW	examples/flows/replay-viewer/server/viewer-server.ts	254	export async function requestViewerServerShutdown(baseUrl: string): Promise<boolean> {	CODE
LOW	…ows/replay-viewer/src/hooks/use-playback-controller.ts	223	export function resolveSelectedStepIndexAfterBundleUpdate(	CODE
LOW	examples/flows/replay-viewer/src/lib/bundle-reader.ts	13	export function createRecentRunBundleReader(run: RunBundleSummary): BundleReader {	CODE
LOW	…amples/flows/replay-viewer/src/lib/view-model-graph.ts	472	function isSettledTerminalSelection(	CODE
LOW	…amples/flows/replay-viewer/src/lib/view-model-graph.ts	506	function createNodePositionResolver(	CODE
LOW	…amples/flows/replay-viewer/src/lib/view-model-graph.ts	540	function deriveFallbackNodePosition(	CODE
LOW	…amples/flows/replay-viewer/src/lib/view-model-graph.ts	955	function sortRankByNeighborBarycenter(	CODE
LOW	…amples/flows/replay-viewer/src/lib/view-model-graph.ts	975	function computeNeighborBarycenter(	CODE
LOW	examples/flows/replay-viewer/src/lib/run-projection.ts	103	function hasUnrecordedCurrentAttempt(bundle: LoadedRunBundle): boolean {	CODE
LOW	examples/flows/replay-viewer/src/lib/run-url.ts	22	export function readRequestedRunIdFromWindow(): string \| null {	CODE
LOW	examples/flows/replay-viewer/src/lib/run-url.ts	38	function readRequestedRunIdFromPath(pathname: string): string \| null {	CODE
350 more matches not shown…

Modern AI Meta-Vocabulary5 hits · 13 pts

Severity	File	Line	Snippet	Context
MEDIUM	agents/Claude.md	54	and [ACPX filesystem guardrails](../docs/permissions.md#working-directory-and-filesystem-guardrails).	CODE
MEDIUM	docs/custom-agents.md	84	an OS sandbox. See [Permissions](permissions.md#working-directory-and-filesystem-guardrails) for the	CODE
MEDIUM	docs/permissions.md	167	## Working directory and filesystem guardrails	COMMENT
MEDIUM	skills/acpx/SKILL.md	192	### Compare (multi-agent one-shot)	COMMENT
MEDIUM	skills/acpx/SKILL.md	533	## Flows (multi-agent workflows)	COMMENT

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	test/queue-owner-lifecycle.test.ts	1121		COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/crabbox/SKILL.md	256	history. No safe injection path? Report live auth blocked. No fake-key upgrade to	CODE

openclaw/acpx

Open-Source Code Quality, Security and Technical Debt Review