AI Slop Code Risk Monitor

11ty/eleventy

Name: 11ty/eleventy — JavaScript Code Quality & Security Review | AI Slop Code Risk Monitor
Creator: AI Slop Code Risk Monitor

Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

A simpler site generator. Transforms a directory of templates (of varying types) into HTML.

0.6 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for 11ty/eleventy, a JavaScript project with 19,999 GitHub stars. SynthScan examined 66,761 lines of code across 445 source files, recording 38 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 0.6 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

20.0K

Stars

JavaScript

Language

66.8K

Lines of Code

445

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 2.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 38 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 1.5/100 · LOW

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

PR Review Velocity Impact 2.8/100 · LOW

Which changes need focused human review? 38 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 0LOW 38

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 38 distinct pattern matches across 2 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 Identifiers20 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	types/index.d.ts	64	export function EleventyServerlessBundlerPlugin(): never;	CODE
LOW	test/TemplateTest.js	1467	async function getPrematureErrorFromRendering(t, inputPath, configCallback) {	CODE
LOW	test/IncrementalIncludesTest.js	377	async function getJavaScriptWatchInstance(name) {	CODE
LOW	test/IncrementalIncludesTest.js	436	async function getRenderPluginWatchInstance(name) {	CODE
LOW	test/TemplateLayoutTest.js	10	async function getTemplateLayoutInstance(key, inputDir, map) {	CODE
LOW	test/TemplateTest_Permalink.js	17	async function getTemplateMapEntryWithContent(template, data) {	CODE
LOW	test/_testHelpers.js	14	export async function getTemplateConfigInstance(configObj, dirs, configObjOverride = undefined) {	CODE
LOW	test/_testHelpers.js	44	export async function getTemplateConfigInstanceCustomCallback(dirObject, configCallback) {	CODE
LOW	test/_testHelpers.js	58	export function getTemplateWriterInstance(formats, templateConfig) {	CODE
LOW	src/Core.js	734	export function EleventyServerlessBundlerPlugin() {	CODE
LOW	src/Util/FilePathUtil.js	29	export function isEligibleJavaScriptFileExtension(ext) {	CODE
LOW	src/Util/FilePathUtil.js	34	export function expandEligibleJavaScriptFilePaths(fileslug) {	CODE
LOW	src/Util/Require.js	73	async function dynamicImportAbsolutePath(absolutePath, options = {}) {	CODE
LOW	src/Util/RequireUtils.js	26	export function requireCommonJsTypeScript(filePath) {	CODE
LOW	src/Util/RequireUtils.core.js	12	export function requireCommonJsTypeScript() {	CODE
LOW	src/Util/ImportJsonSync.js	43	function getWorkingProjectPackageJsonPath() {	CODE
LOW	src/Util/ImportJsonSync.js	48	function getWorkingProjectPackageJson(filePath) {	CODE
LOW	src/Plugins/IdAttributePlugin.js	44	function idAttributePosthtmlPlugin(pluginOptions = {}) {	CODE
LOW	src/Plugins/PreserveClosingTagsPlugin.js	3	export function PreserveClosingTagsPlugin(eleventyConfig, options = {}) {	CODE
LOW	src/Plugins/PreserveClosingTagsPlugin.js	21	function preserveClosingTagsPlugin(pluginOptions = {}) {	CODE

Over-Commented Block18 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	tsconfig.json	21	// "disableReferencedProjectLoad": true, /* Reduce the number of projects loaded automatically by TypeScri	COMMENT
LOW	tsconfig.json	41	// "baseUrl": "./", /* Specify the base directory to resolve non-relative module name	COMMENT
LOW	tsconfig.json	61	"maxNodeModuleJsDepth": 0, /* Specify the maximum folder depth used for checking JavaScript fil	COMMENT
LOW	tsconfig.json	81	// "noEmitHelpers": true, /* Disable generating custom helper functions like '__extends' in	COMMENT
LOW	tsconfig.json	101	// "strictPropertyInitialization": true, /* Check for class properties that are declared but not set in th	COMMENT
LOW	test/TemplatePassthroughTest.js	261	"_site",	COMMENT
LOW	test/TemplateWriterTest.js	601	"./test/stubs/template-passthrough/static/": "./",	COMMENT
LOW	test/Issue3808Test.js	21	t.is(result.filter((entry) => entry.url === "/")[0]?.content.trim(), "2")	COMMENT
LOW	test/Issue3808Test.js	41		COMMENT
LOW	packages/build-awesome/tsconfig.json	21	"target": "esnext", /* Set the JavaScript language version for emitted JavaScript and	COMMENT
LOW	packages/build-awesome/tsconfig.json	61	"declaration": true, /* Generate .d.ts files from TypeScript and JavaScript files in your	COMMENT
LOW	packages/build-awesome/tsconfig.json	81	// "declarationDir": "./types/", /* Specify the output directory for generated declaration f	COMMENT
LOW	packages/build-awesome/tsconfig.json	101	// "alwaysStrict": true, /* Ensure 'use strict' is always emitted. */	COMMENT
LOW	.github/workflows/scorecard.yml	41	with:	COMMENT
LOW	.github/workflows/scorecard.yml	61	# - name: "Upload artifact"	COMMENT
LOW	src/Util/Require.js	141		COMMENT
LOW	src/Util/importer.core.js	21	throw new Error("Could not find content for module: " + JSON.stringify(modInfo));	COMMENT
LOW	src/Engines/JavaScript.js	201	}	COMMENT