0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

7.5K

Stars

TypeScript

Language

125.2K

Lines of Code

654

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 2.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 52 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 23 finding(s).

PR Review Velocity Impact 3.7/100 · LOW

Which changes need focused human review? 66 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 2MEDIUM 9LOW 55

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 66 distinct pattern matches across 7 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.

Over-Commented Block35 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	packages/database/test/backends.ts	61	// name: 'pglite',	COMMENT
LOW	packages/database/src/GameDatabase.ts	501	// The segments service was created at construction time so users could	COMMENT
LOW	packages/database/src/GameDatabase.ts	561	// -------------------------------------------------------------------------	COMMENT
LOW	packages/drivers/drizzle-driver/src/PostgresDriver.ts	201	// 1. Client A reserves seat, sees 1 reserved seat, locked should stay false	COMMENT
LOW	packages/core/src/Room.ts	1401	// it goes out. No-op unless the state declares such a field, and skipped	COMMENT
LOW	packages/core/src/MatchMaker.ts	1081	// bots/tests/cron) skip auth — there's no transport, no headers, no	COMMENT
LOW	packages/auth/src/index.ts	61	// Behavior matrix:	COMMENT
LOW	packages/admin/src-backend/index.ts	501	// `rooms` resource for RBAC — guard() against `list` for read,	COMMENT
LOW	packages/admin/src-backend/auth/guard.ts	81		COMMENT
LOW	packages/admin/src-backend/catalog/builder.ts	121	...(linkTo ? { linkTo } : {}),	COMMENT
LOW	packages/admin/src/pages/show.tsx	41	// Default tab differs by layout:	COMMENT
LOW	packages/admin/src/pages/internals/format-cell.tsx	121	);	COMMENT
LOW	packages/admin/src/pages/rooms/show.tsx	81	// otherwise the 2s tick can replace the field's value out from	COMMENT
LOW	packages/admin/src/pages/rooms/show.tsx	541	// copies into a log query. Tiny drift (the	COMMENT
LOW	packages/admin/src/pages/rooms/show.tsx	801	// 'all' filters on either key or value matches — most natural	COMMENT
LOW	packages/sdk/test/reconciler-roundtrip.test.ts	1	import './util';	COMMENT
LOW	packages/sdk/test/tree-shaking.test.ts	1	import { describe, test } from "vitest";	COMMENT
LOW	packages/sdk/test/predict-reckon-elapsed.test.ts	1	import './util';	COMMENT
LOW	packages/sdk/test/predict-lagcomp-metadata.test.ts	1	import './util';	COMMENT
LOW	packages/sdk/src/Room.ts	621	if (this.leaveCode !== undefined) { return; }	COMMENT
LOW	packages/sdk/src/core/schema-reflect.ts	1	// -----------------------------------------------------------------------------	COMMENT
LOW	packages/sdk/src/input/InputHandle.ts	301	// Cached framed-packet view into `_scratch`; re-made when the packet size	COMMENT
LOW	packages/sdk/src/input/InputHandle.ts	321	private static readonly BUFFER_HEADROOM = 1.5;	COMMENT
LOW	packages/sdk/src/input/InputHandle.ts	341	private _lastStamp = 0;	COMMENT
LOW	packages/sdk/src/input/InputHandle.ts	361	private _stampRender = false;	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	241	// homogeneous attachAll groups collapse to a single packed record. Mutating	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	261	//	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	281	const SLOT_RING_HEAD = 6;	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	841	onRemove: (...args: any[]) => () => void;	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	1021	// Default ON: reckon draws on renderNow() when the clock offers it	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	1781	// Default forward horizon = SNAPSHOT AGE, exactly.	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	1801	const elapsedMs = opts.elapsedMs ?? (present ?? (() => performance.now()));	COMMENT
LOW	packages/sdk/src/predict/Predictor.ts	1821	// instance of the same type; each frame we refill its `$values`	COMMENT
LOW	bundles/colyseus/test/RoomReconnection.test.ts	601		COMMENT
LOW	bundles/colyseus/test/RoomReconnection.test.ts	641	assert.ok(!matchMaker.getLocalRoomById(newConn.roomId));	COMMENT

Decorative Section Separators8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	bundles/colyseus/src/vite.ts	42	// ─── Virtual module IDs ───────────────────────────────────────────────	COMMENT
MEDIUM	bundles/colyseus/src/vite.ts	58	// ─── Options ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	bundles/colyseus/src/vite.ts	88	// ─── Internal types ───────────────────────────────────────────────────	COMMENT
MEDIUM	bundles/colyseus/src/vite.ts	99	// ─── Helpers ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	bundles/colyseus/src/vite.ts	112	// ─── Virtual module generators ────────────────────────────────────────	COMMENT
MEDIUM	bundles/colyseus/src/vite.ts	175	// ─── Exported helpers (for testing) ───────────────────────────────────	COMMENT
MEDIUM	bundles/colyseus/src/vite.ts	205	// ─── Module runner ────────────────────────────────────────────────────	COMMENT
MEDIUM	bundles/colyseus/src/vite.ts	250	// ─── Plugin ───────────────────────────────────────────────────────────	COMMENT

Hyper-Verbose Identifiers15 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	packages/database/src/utils.ts	197	export function generateAlterAddColumnSQL(	CODE
LOW	packages/transport/h3-transport/src/utils/mkcert.ts	349	export async function generateWebTransportCertificate(attrs: any, options: { days?: number, extensions?: any[] }) {	CODE
LOW	packages/core/src/RoomPlugin.ts	429	export function installPluginHookWrappers(	CODE
LOW	packages/core/src/MatchMaker.ts	1280	async function concurrentJoinOrCreateRoomLock(	CODE
LOW	packages/core/src/Server.ts	653	export function unregisterRoomDefinitions(roomNames: Iterable<string>) {	CODE
LOW	packages/core/src/router/node.ts	93	export function createNodeMatchmakingMiddleware() {	CODE
LOW	packages/auth/src/endpoints.ts	237	export function resetPasswordPostEndpoint(prefix: string = auth.prefix) {	CODE
LOW	packages/admin/src-backend/index.ts	238	function assertJwtSecretConfigured(): void {	CODE
LOW	packages/admin/src-backend/index.ts	286	function applyBuiltInResourceDefaults(	CODE
LOW	packages/sdk/src/debug.ts	46	function ensureGlobalUpdateInterval() {	CODE
LOW	packages/sdk/src/debug/state-inspector.ts	64	function saveStateInspectorPreferences() {	CODE
LOW	packages/room-plugins/geoip/src/GeoIPPlugin.ts	151	function scheduleRefreshIfApplicable(key: string, opts: GeoIPPluginOptions): void {	CODE
LOW	packages/traefik/src/index.ts	149	async function getTraefikConfigFromRedis(presence: RedisPresence, options: TraefikOptions): Promise<object> {	CODE
LOW	packages/traefik/src/index.ts	300	async function isKeyspaceNotificationsEnabled(presence: RedisPresence): Promise<boolean> {	CODE
LOW	bundles/colyseus/src/vite.ts	118	export function createColyseusViteServerEntry(options: ColyseusViteOptions) {	CODE

Cross-Language Confusion (JS/TS)2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	packages/playground/src/components/SDKCodeExamples.tsx	240	print("Error:", err)	CODE
HIGH	packages/playground/src/components/SDKCodeExamples.tsx	242	print(response)	CODE

Fake / Example Data4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/Room.ts	818	* username: "John Doe",	COMMENT
LOW	packages/example/test/admin-e2e.test.ts	33	const BOOTSTRAP_EMAIL = 'admin@example.com';	CODE
LOW	packages/example/src/app.config.ts	58	description: "List all things lorem ipsum dolor sit amet lorem ipsum dolor sit amet lorem ipsum dolor sit amet lor	CODE
LOW	packages/example/src/app.config.ts	58	description: "List all things lorem ipsum dolor sit amet lorem ipsum dolor sit amet lorem ipsum dolor sit amet lor	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/transport/h3-transport/src/H3Transport.ts	114	// Dev: prefer a browser-TRUSTED cert via mkcert (seamless — no flags, no	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/publish_and_release.yml	140	# Check if build-release-assets script exists	COMMENT

colyseus/colyseus

Open-Source Code Quality, Security and Technical Debt Review