AI Slop Code Risk Monitor

import-js/eslint-plugin-import

SlopCodeMonitor badge for import-js/eslint-plugin-import Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

ESLint plugin with rules that help validate proper imports.

0.9 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for import-js/eslint-plugin-import, a JavaScript project with 5,956 GitHub stars. SynthScan examined 50,859 lines of code across 711 source files, recording 45 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 0.9 (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.

0.9
Adjusted Signal
0.9
Raw Pattern Score
100%
Time Factor
2026-08-23
Last Push
6.0K
Stars
JavaScript
Language
50.9K
Lines of Code
711
Files
45
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 4.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 45 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 3.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 32 finding(s).

PR Review Velocity Impact 4.3/100 · LOW

Which changes need focused human review? 45 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 45

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 45 distinct pattern matches across 3 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 Identifiers32 hits · 35 pts
SeverityFileLineSnippetContext
LOWtests/src/utils.js46export function typescriptEslintParserSatisfies(specifier) {CODE
LOWtests/src/core/resolve.js185 function unexpectedCallToGetFilename() {CODE
LOWtests/src/rules/no-empty-named-blocks.js8function generateSuggestionsTestCases(cases, parser) {CODE
LOWutils/parse.js15function getBabelEslintVisitorKeys(parserPath) {CODE
LOWresolvers/webpack/index.js315function evaluateFunctionConfigCached(configPath, webpackConfig, env, argv) {CODE
LOWsrc/core/listFilesToProcess.js43export function listFilesUsingFileEnumerator(FileEnumerator, src, extensions, cwd) {CODE
LOWsrc/core/listFilesToProcess.js90function listFilesWithLegacyFunctions(src, extensions) {CODE
LOWsrc/exportMap/captureDependency.js35export function captureDependencyWithSpecifiers(CODE
LOWsrc/rules/order.js41function getTokensOrCommentsBefore(sourceCode, node, count) {CODE
LOWsrc/rules/order.js108function findEndOfLineWithComments(sourceCode, node) {CODE
LOWsrc/rules/order.js127function findStartOfLineWithComments(sourceCode, node) {CODE
LOWsrc/rules/order.js620function convertPathGroupsForRanks(pathGroups) {CODE
LOWsrc/rules/order.js692function makeNewlinesBetweenReport(context, imported, newlinesBetweenImports_, newlinesBetweenTypeOnlyImports_, distinctCODE
LOWsrc/rules/export.js36function removeTypescriptFunctionOverloads(nodes) {CODE
LOWsrc/rules/export.js59function isTypescriptNamespaceMerging(nodes) {CODE
LOWsrc/rules/export.js85function shouldSkipTypescriptNamespace(node, nodes) {CODE
LOWsrc/rules/no-relative-packages.js23function checkImportForRelativePackage(context, importPath, node, moduleSystem) {CODE
LOWsrc/rules/no-unused-modules.js42function forEachDeclarationIdentifier(declaration, cb) {CODE
LOWsrc/rules/no-extraneous-dependencies.js152function runtimePackageNameFromTypesPackageName(packageName) {CODE
LOWsrc/rules/no-extraneous-dependencies.js157function checkDependencyDeclaration(deps, packageName, declarationStatus) {CODE
LOW⚡src/rules/no-restricted-paths.js102 function areBothGlobPatternAndAbsolutePath(areGlobPatterns) {CODE
LOW⚡src/rules/no-restricted-paths.js106 function reportInvalidExceptionPath(node) {CODE
LOW⚡src/rules/no-restricted-paths.js113 function reportInvalidExceptionMixedGlobAndNonGlob(node) {CODE
LOW⚡src/rules/no-restricted-paths.js120 function reportInvalidExceptionGlob(node) {CODE
LOW⚡src/rules/no-restricted-paths.js127 function computeMixedGlobAndAbsolutePathValidator() {CODE
LOW⚡src/rules/no-restricted-paths.js135 function computeGlobPatternPathValidator(absoluteFrom, zoneExcept) {CODE
LOWsrc/rules/no-restricted-paths.js157 function computeAbsolutePathValidator(absoluteFrom, zoneExcept) {CODE
LOWsrc/rules/no-restricted-paths.js187 function reportImportsInRestrictedZone(validators, node, importPath, customMessage) {CODE
LOWsrc/rules/no-restricted-paths.js219 function checkForRestrictedImportPath(importPath, node, moduleSystem) {CODE
LOWsrc/rules/no-duplicates.js55function hasCommentInsideNonSpecifiers(node, sourceCode) {CODE
LOWsrc/rules/extensions.js150 function isUseOfExtensionForbidden(extension) {CODE
LOWsrc/rules/extensions.js154 function isResolvableWithoutExtension(file, moduleSystem) {CODE
Over-Commented Block12 hits · 12 pts
SeverityFileLineSnippetContext
LOWtests/files/tomdoc-deprecated.js1// Deprecated: This function is terrible.COMMENT
LOWtests/src/rules/no-mutable-exports.js81 // test({COMMENT
LOWtests/src/rules/export.js101 // errors: ['Multiple default exports.', 'Multiple default exports.'],COMMENT
LOWtests/src/rules/export.js121 // test({COMMENT
LOWtests/src/rules/export.js161 // }),COMMENT
LOWresolvers/webpack/test/alias.js21});COMMENT
LOWresolvers/webpack/test/alias.js41// tableLine( {}COMMENT
LOWresolvers/webpack/test/alias.js61COMMENT
LOWresolvers/webpack/test/alias.js81// , 'xyz/dir', 'xyz/file' );COMMENT
LOWresolvers/webpack/test/alias.js101// nestedName( { 'top/xyz': '/absolute/path/to/file.js' }COMMENT
LOWresolvers/webpack/test/alias.js121COMMENT
LOWsrc/rules/consistent-type-specifier-style.js201 // we can just remove the type specifiersCOMMENT
Overly Generic Function Names1 hit · 1 pts
SeverityFileLineSnippetContext
LOWtests/files/dynamic-import-in-commonjs.js1async function doSomething() {CODE