0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-20

Last Push

9.1K

Stars

TypeScript

Language

132.4K

Lines of Code

667

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 1.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 44 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

Are imports declared and package/API names verified? 31 finding(s).

Agent Over-Engineering Ratio 1.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 20 finding(s).

PR Review Velocity Impact 3.2/100 · LOW

Which changes need focused human review? 79 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 4LOW 75

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 79 distinct pattern matches across 6 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.

Fake / Example Data31 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	package-lock.json	3307	"node_modules/artillery-plugin-fake-data": {	CODE
LOW	package-lock.json	3308	"resolved": "packages/artillery-plugin-fake-data",	CODE
LOW	package-lock.json	9044	"packages/artillery-plugin-fake-data": {	CODE
LOW	package-lock.json	9052	"packages/artillery-plugin-fake-data/node_modules/@faker-js/faker": {	CODE
LOW	package-lock.json	11078	"artillery-plugin-fake-data": "*",	CODE
LOW	packages/types/package.json	24	"artillery-plugin-fake-data": "*",	CODE
LOW	packages/types/schema/config.js	19	const { FakeDataPlugin } = require('./plugins/fake-data');	CODE
LOW	packages/types/schema/config.js	76	'fake-data': FakeDataPlugin,	CODE
LOW	packages/types/schema/plugins/fake-data.js	5	} = require('artillery-plugin-fake-data');	CODE
LOW	packages/types/schema/plugins/fake-data.js	35	'This plugin adds access to random realistic test data generation using Faker. You can configure the options of each	CODE
LOW⚡	packages/artillery-plugin-fake-data/README.md	1	# artillery-plugin-fake-data	COMMENT
LOW⚡	packages/artillery-plugin-fake-data/README.md	11	Earlier versions of this plugin used [falso](https://ngneat.github.io/falso/). The most commonly used falso-style names	CODE
LOW⚡	packages/artillery-plugin-fake-data/README.md	15	📖 [Plugin documentation](https://www.artillery.io/docs/reference/extensions/fake-data)	CODE
LOW	packages/artillery-plugin-fake-data/package.json	2	"name": "artillery-plugin-fake-data",	CODE
LOW	packages/artillery-plugin-fake-data/index.ts	98	script.config['fake-data'] \|\| script.config.plugins['fake-data'];	CODE
LOW	packages/artillery-plugin-fake-data/index.ts	117	`[fake-data] $${aliasName} is deprecated and will be removed in a future release. Use $${funcName} instead.`	CODE
LOW	packages/artillery-plugin-fake-data/test/index.spec.js	18	'fake-data': pluginConfig	CODE
LOW⚡	packages/artillery-plugin-fake-data/test/index.spec.js	134	test('reads config from config.fake-data as well as config.plugins.fake-data', (t, done) => {	CODE
LOW⚡	packages/artillery-plugin-fake-data/test/index.spec.js	137	'fake-data': { internetPassword: { length: 7 } },	CODE
LOW⚡	packages/artillery-plugin-fake-data/test/index.spec.js	138	plugins: { 'fake-data': {} }	CODE
LOW	packages/artillery/types.d.ts	875	'fake-data'?: FakeDataPluginConfig;	CODE
LOW	packages/artillery/types.d.ts	1003	* Configuration map of faker functions for the fake-data plugin.	COMMENT
LOW	…artillery/test/core/unit/large-json-payload-669kb.json	353	"about": "Ut consectetur consectetur Lorem quis anim esse ad deserunt. Est amet voluptate esse cillum id culpa aliqu	CODE
LOW	…artillery/test/core/unit/large-json-payload-669kb.json	1665	"about": "Amet labore occaecat occaecat enim ea duis excepteur officia sit culpa eu incididunt mollit. Culpa aute co	CODE
LOW	…artillery/test/core/unit/large-json-payload-669kb.json	6614	"about": "Eiusmod enim deserunt incididunt consectetur anim laborum commodo Lorem ipsum enim mollit. Irure velit qui	CODE
LOW	…artillery/test/core/unit/large-json-payload-669kb.json	10278	"about": "Do amet laboris magna do. Exercitation et minim sit duis enim officia nisi sit pariatur velit dolore dolor	CODE
LOW	packages/artillery/lib/builtin-packages.ts	22	'artillery-plugin-fake-data',	CODE
LOW	…kages/artillery/lib/platform/aws-ecs/legacy/plugins.ts	12	'fake-data'	CODE
LOW	packages/artillery/lib/cmds/run.ts	594	'fake-data',	CODE
LOW	packages/artillery/lib/create-bom/built-in-plugins.ts	12	'fake-data'	CODE
LOW	.github/workflows/npm-publish.yml	29	- 'packages/artillery-plugin-fake-data/**'	CODE

Over-Commented Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	examples/k8s-testing-with-kubectl-artillery/README.md	181		COMMENT
LOW	examples/k8s-testing-with-kubectl-artillery/README.md	201	# p99: ......................................................................... 120.3	COMMENT
LOW	examples/k8s-testing-with-kubectl-artillery/README.md	221	# vusers.created: ................................................................ 1	COMMENT
LOW	examples/scenario-weights/scenario-weights.yml	1	# In Artillery, each VU will be assigned to one of the defined	COMMENT
LOW	packages/artillery-plugin-slack/index.ts	1	// IMPORTANT: this file must stay free of TypeScript-only syntax	COMMENT
LOW	packages/types/test/simple.test.ts	121	done();	COMMENT
LOW	packages/types/test/simple.test.ts	141	// `),	COMMENT
LOW	packages/types/test/engine.websocket.test.ts	21	- log: Debug here	COMMENT
LOW	packages/types/test/engine.websocket.test.ts	41	// );	COMMENT
LOW	packages/artillery-plugin-expect/types.d.ts	1	// Loose declarations for external TypeScript consumers.	COMMENT
LOW	packages/artillery-plugin-ensure/index.ts	1	// IMPORTANT: this file must stay free of TypeScript-only syntax	COMMENT
LOW	packages/artillery/types.d.ts	1	// Public type surface for the `artillery` package - and the canonical	COMMENT
LOW	…es/artillery/test/core/quarantine/test_environments.js	21	await updateGlobalObject();	COMMENT
LOW	…es/artillery/test/core/quarantine/test_environments.js	41	// report.errors.ETIMEDOUT && report.errors.ETIMEDOUT > 1,	COMMENT
LOW	…llery/test/core/quarantine/concurrent-requests.test.js	61	// ee.on('phaseCompleted', function () {	COMMENT
LOW	packages/artillery/lib/launch-platform.ts	241	// TODO: load the plugin, subscribe to events	COMMENT
LOW	packages/artillery/lib/index.ts	1	// IMPORTANT: this file must stay free of TypeScript-only syntax	COMMENT
LOW	packages/artillery/lib/core/index.ts	1	// IMPORTANT: this file must stay free of TypeScript-only syntax	COMMENT
LOW	packages/artillery/lib/commons/index.ts	1	// IMPORTANT: this file must stay free of TypeScript-only syntax	COMMENT
LOW	packages/artillery/lib/platform/local/worker.ts	161	// individual runner instances here - those are handled in	COMMENT
LOW	packages/artillery/lib/typings/untyped-deps.d.ts	1	// Ambient declarations for dependencies that ship no usable types.	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	61	# ✏️ If the Autobuild fails above, remove it and uncomment the following three lines	COMMENT
LOW	.github/workflows/npm-publish.yml	1	name: Publish artillery to npm	COMMENT

Hyper-Verbose Identifiers16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	examples/artillery-plugin-hello-world/index.js	9	function ArtilleryHelloWorldPlugin(script, events) {	CODE
LOW	…s/browser-load-testing-playwright/browser-load-test.ts	28	testFunction: async function checkOutArtilleryCoreConceptsFlow(	CODE
LOW	examples/browser-load-testing-playwright/flows.js	6	async function checkOutArtilleryCoreConceptsFlow(	CODE
LOW	examples/browser-load-testing-playwright/flows.js	59	async function multistepWithCustomMetrics(page, _userContext, _events, test) {	CODE
LOW	packages/artillery-plugin-expect/index.ts	92	function expectationsPluginOnError(	CODE
LOW	packages/artillery-plugin-expect/index.ts	110	function expectationsPluginCheckExpectations(	CODE
LOW	packages/artillery-plugin-memory-inspector/index.ts	29	function ArtilleryPluginMemoryInspector(script, events) {	CODE
LOW	…-metrics/lib/open-telemetry/translators/vendor-adot.js	6	function getADOTRelevantReporterConfigs(publishMetricsConfig) {	CODE
LOW	…-metrics/lib/open-telemetry/translators/vendor-adot.js	20	function resolveADOTConfigSettings(options) {	CODE
LOW	…publish-metrics/tracing/playwright-trace-assertions.js	49	async function runPlaywrightTraceAssertions(t, testRunData, expectedOutcome) {	CODE
LOW	…ages/artillery/lib/util/prepare-test-execution-plan.ts	191	function replaceProcessorIfTypescript(	CODE
LOW	…s/artillery/lib/platform/aws-ecs/legacy/run-cluster.ts	910	function checkFargateResourceConfig(cpu: number, memory: number) {	CODE
LOW	…s/artillery/lib/platform/aws-ecs/legacy/run-cluster.ts	1008	async function maybeGetSubnetIdsForFargate(context: RunClusterContext) {	CODE
LOW	…s/artillery/lib/platform/aws-ecs/legacy/run-cluster.ts	1048	async function createADOTDefinitionIfNeeded(context: RunClusterContext) {	CODE
LOW	…egacy/plugins/artillery-plugin-inspect-script/index.ts	9	function ArtilleryInspectScriptPlugin(	CODE
LOW	packages/artillery/lib/cmds/run.ts	686	function getPluginMetricsToSuppress(script: Record<string, any>): string[] {	CODE

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/k8s-testing-with-kubectl-artillery/README.md	178	# --------------------------------------	COMMENT
MEDIUM	examples/k8s-testing-with-kubectl-artillery/README.md	180	# --------------------------------------	COMMENT
MEDIUM	examples/k8s-testing-with-kubectl-artillery/README.md	206	# --------------------------------	COMMENT
MEDIUM	examples/k8s-testing-with-kubectl-artillery/README.md	208	# --------------------------------	COMMENT

TODO Padding3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	packages/types/schema/scenario.js	112	//TODO: implement full schema consistent with scenario - right now it's Joi.any() on items	COMMENT
LOW	packages/artillery/test/unit/fargate-bom.test.js	12	// TODO: Add tests for other functions in bom.js	COMMENT
LOW	…ckages/artillery/lib/platform/az/aqs-queue-consumer.ts	59	// TODO: Handle errors - no auth, no queue, network etc	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…s/browser-playwright-reuse-authentication/scenario.yml	16	# NOTE: add this if you want to run the test in fargate. make sure to remove headless:false too	COMMENT

artilleryio/artillery

Open-Source Code Quality, Security and Technical Debt Review