AI Slop Code Risk Monitor

GrapesJS/grapesjs

Name: GrapesJS/grapesjs — TypeScript 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).

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0.3 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for GrapesJS/grapesjs, a TypeScript project with 26,357 GitHub stars. SynthScan examined 134,604 lines of code across 666 source files, recording 41 pattern matches distributed across 5 syntactic categories. The legacy adjusted pattern signal is 0.3 (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.

0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-21

Last Push

26.4K

Stars

TypeScript

Language

134.6K

Lines of Code

666

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 0.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 22 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 19 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 7 finding(s).

PR Review Velocity Impact 1.5/100 · LOW

Which changes need focused human review? 41 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 41

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 41 distinct pattern matches across 5 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 Data19 hits · 19 pts

Severity	File	Line	Snippet	Context
LOW	docs/getting-started.md	78	<div>This is just a Lorem text: Lorem ipsum dolor sit amet</div>	CODE
LOW	docs/getting-started.md	78	<div>This is just a Lorem text: Lorem ipsum dolor sit amet</div>	CODE
LOW	docs/guides/Symbols.md	248	<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore m	CODE
LOW	docs/guides/Symbols.md	248	<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore m	CODE
LOW	docs/modules/Traits.md	38	'placeholder',	CODE
LOW	docs/modules/Traits.md	123	name: 'placeholder',	CODE
LOW	docs/modules/Traits.md	715	<v-text-field :placeholder="placeholder" :value="inputValue" @change="handleChange" outlined dense/>	CODE
LOW	docs/modules/Traits.md	724	<v-text-field :placeholder="placeholder" :value="inputValue" @change="handleChange" outlined dense>	CODE
LOW	docs/modules/Traits.md	745	<v-text-field :placeholder="placeholder" :type="type" :value="inputValue" @change="handleChange" outlined dense/	CODE
LOW	docs/modules/Traits.md	867	return this.trait.get('placeholder');	CODE
LOW	docs/modules/Components.md	245	traits: ['name', 'placeholder', { type: 'checkbox', name: 'required' }],	CODE
LOW	docs/.vuepress/components/demos/utils.js	31	<div>This is just a Lorem text: Lorem ipsum dolor sit amet, consectetur adipiscing elit</div>	CODE
LOW	docs/.vuepress/components/demos/utils.js	31	<div>This is just a Lorem text: Lorem ipsum dolor sit amet, consectetur adipiscing elit</div>	CODE
LOW	…ges/core/test/specs/style_manager/view/PropertyView.ts	100	expect(input.getAttribute('placeholder')).toEqual(defValue);	CODE
LOW	packages/core/test/specs/utils/Sorter.ts	92	expect(obj.createPlaceholder().className).toEqual('placeholder');	CODE
LOW	packages/core/src/trait_manager/view/TraitView.ts	181	const placeholder = md.get('placeholder') \|\| md.get('default') \|\| '';	CODE
LOW	packages/core/src/style_manager/view/LayersView.ts	139	el.className = pfx + 'placeholder';	CODE
LOW	packages/core/src/navigator/view/ItemsView.ts	76	el.className = pfx + 'placeholder';	CODE
LOW	packages/core/src/domain_abstract/ui/Input.ts	78	const plh = model.get('placeholder') \|\| model.get('defaults') \|\| model.get('default') \|\| '';	CODE

Over-Commented Block13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	docs/.vuepress/theme/layouts/CarbonAds.vue	1	<script>	COMMENT
LOW	packages/core/test/specs/parser/model/ParserCss.ts	481	style: { color: 'blue' },	COMMENT
LOW	packages/core/src/style_manager/model/Property.ts	501	* @param {String} values Values to split	COMMENT
LOW	packages/core/src/utils/cash-dom.ts	961	// @optional ./each.js	COMMENT
LOW	packages/core/src/utils/cash-dom.ts	1161	// @optional ./before.js	COMMENT
LOW	packages/core/src/utils/cash-dom.ts	1301	// @require traversal/children.js	COMMENT
LOW	packages/core/src/utils/cash-dom.ts	1361	return this.parent()	COMMENT
LOW	packages/core/src/utils/cash-dom.ts	1381	// @optional data/index.js	COMMENT
LOW	packages/core/src/utils/ColorPicker.ts	1601	// Given a string or object, convert that input to RGB	COMMENT
LOW	packages/core/src/styles/scss/_gjs_canvas.scss	501	// @include gjs_main_mixins.opacity(0.3);	COMMENT
LOW	packages/core/src/styles/scss/spectrum.scss	181	.sp-hue {	COMMENT
LOW	packages/core/src/styles/scss/spectrum.scss	221	color-stop(0.83, #ff00ff),	COMMENT
LOW	.github/lock.yml	21	any recent activity after it was closed. Please open a new issue for	COMMENT

Hyper-Verbose Identifiers7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/utils/ColorPicker.ts	533	function updateSelectionPaletteFromStorage() {	CODE
LOW	packages/core/src/utils/ColorPicker.ts	552	function addColorToSelectionPalette(color) {	CODE
LOW	packages/core/src/utils/ColorPicker.ts	570	function getUniqueSelectionPalette() {	CODE
LOW	packages/core/src/data_sources/utils.ts	65	export function getDataResolverInstanceValue(	CODE
LOW	packages/core/src/data_sources/utils.ts	106	function shouldSyncCollectionSymbol(component: Component): boolean {	CODE
LOW	packages/core/src/data_sources/utils.ts	125	function getIdFromCollectionSymbol(component: Component): string {	CODE
LOW	packages/core/src/data_sources/utils.ts	130	export function checkAndGetSyncableCollectionItemId(component: Component) {	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/data_sources/model/DataSource.ts	252	// TODO: implement providers as plugins (later)	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/utils/cash-dom.ts	482	function getData(ele, key) {	CODE