AI Slop Code RIsk Monitor

tabulator-tables/tabulator

Interactive Tables and Data Grids for JavaScript

5.6 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for tabulator-tables/tabulator, a JavaScript project with 7,781 GitHub stars. SynthScan examined 73,018 lines of code across 334 source files, recording 71 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 5.6 (Moderate 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.

5.6
Adjusted Signal
5.6
Raw Pattern Score
100%
Time Factor
2026-10-07
Last Push
7.8K
Stars
JavaScript
Language
73.0K
Lines of Code
334
Files
71
Pattern Hits
2026-10-12
Scan Date
0.09
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 2.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 26 finding(s).

Hallucinated Dependency & Supply Chain Risk 22.4/100 · LOW

Are imports declared and package/API names verified? 45 finding(s).

Agent Over-Engineering Ratio 0.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 0 finding(s).

PR Review Velocity Impact 20.6/100 · LOW

Which changes need focused human review? 71 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 29HIGH 0MEDIUM 2LOW 40

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 71 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.

Hallucination Indicators29 hits · 350 pts
SeverityFileLineSnippetContext
CRITICALtest/unit/modules/Print.spec.js304 if (el.classList.add.mock.calls.some(call => call[0] === "tabulator-print-header")) {CODE
CRITICALtest/unit/modules/Print.spec.js357 if (el.classList.add.mock.calls.some(call => call[0] === "tabulator-print-footer")) {CODE
CRITICALtest/unit/modules/Persistence.spec.js371 const subscriptionCalls = mockTable.eventBus.subscribe.mock.calls.map(call => call[0]);CODE
CRITICALsrc/js/core/rendering/renderers/VirtualDomHorizontal.js550 this.table.modules.frozenColumns.leftColumns.forEach((column) => {CODE
CRITICALsrc/js/core/rendering/renderers/VirtualDomHorizontal.js560 this.table.modules.frozenColumns.rightColumns.forEach((column) => {CODE
CRITICAL⚡src/js/modules/ResizeColumns/ResizeColumns.js76 if(this.table.modules.frozenColumns.leftColumns.includes(column)){CODE
CRITICAL⚡src/js/modules/ResizeColumns/ResizeColumns.js77 this.table.modules.frozenColumns.leftColumns.forEach((col) => {CODE
CRITICAL⚡src/js/modules/ResizeColumns/ResizeColumns.js80 }else if(this.table.modules.frozenColumns.rightColumns.includes(column)){CODE
CRITICAL⚡src/js/modules/ResizeColumns/ResizeColumns.js81 this.table.modules.frozenColumns.rightColumns.forEach((col) => {CODE
CRITICALsrc/js/modules/Edit/Edit.js778 cellEditor = cell.column.modules.edit.editor.call(self, component, onRendered, success, cancel, params);CODE
CRITICALsrc/js/modules/Format/Format.js149 return cell.column.modules.format.formatter.call(this, component, params, onRendered);CODE
CRITICALsrc/js/modules/Export/Export.js401 var classNames = column.component._column.definition.cssClass ? column.component._column.definition.cssClass.split("CODE
CRITICALsrc/js/modules/Export/Export.js581 cellEl.insertBefore(row.component._row.modules.dataTree.controlEl.cloneNode(true), cellEl.firstChild);CODE
CRITICALsrc/js/modules/Export/Export.js584 cellEl.insertBefore(row.component._row.modules.dataTree.branchEl.cloneNode(true), cellEl.firstChild);CODE
CRITICALsrc/js/modules/GroupRows/GroupComponent.js12 return target._group.groupManager.table.componentFunctionBinder.handle("group", target._group, name);CODE
CRITICALsrc/js/modules/GroupRows/GroupComponent.js59 return this._group.groupManager.table.rowManager.scrollToRow(this._group, position, ifVisible);CODE
CRITICALsrc/js/modules/GroupRows/Group.js77 this.groupManager.table.modules.moveRow.initializeGroupHeader(this);CODE
CRITICALsrc/js/modules/GroupRows/Group.js171 this.groupManager.table.modules.columnCalcs.recalcGroup(this);CODE
CRITICALsrc/js/modules/GroupRows/Group.js231 this.groupManager.table.modules.columnCalcs.recalcGroup(this);CODE
CRITICAL⚡src/js/modules/GroupRows/Group.js288 if(this.groupManager.table.options.columnCalcs != "table" && this.groupManager.table.modExists("columnCalcs") && thiCODE
CRITICAL⚡src/js/modules/GroupRows/Group.js289 this.calcs.top = this.groupManager.table.modules.columnCalcs.generateTopRow(this.rows);CODE
CRITICAL⚡src/js/modules/GroupRows/Group.js295 if(this.groupManager.table.options.columnCalcs != "table" && this.groupManager.table.modExists("columnCalcs") && thCODE
CRITICAL⚡src/js/modules/GroupRows/Group.js296 this.calcs.bottom = this.groupManager.table.modules.columnCalcs.generateBottomRow(this.rows);CODE
CRITICAL⚡src/js/modules/GroupRows/Group.js304 if(this.groupManager.table.modules.columnCalcs.hasTopCalcs()){CODE
CRITICAL⚡src/js/modules/GroupRows/Group.js306 this.calcs.top = this.groupManager.table.modules.columnCalcs.generateTopRow(this.rows);CODE
CRITICAL⚡src/js/modules/GroupRows/Group.js311 if(this.groupManager.table.modules.columnCalcs.hasBottomCalcs()){CODE
CRITICAL⚡src/js/modules/GroupRows/Group.js313 this.calcs.bottom = this.groupManager.table.modules.columnCalcs.generateBottomRow(this.rows);CODE
CRITICALsrc/js/modules/DataTree/DataTree.js199 row.modules.dataTree.branchEl.parentNode.removeChild(row.modules.dataTree.branchEl);CODE
CRITICALsrc/js/modules/DataTree/DataTree.js203 row.modules.dataTree.controlEl.parentNode.removeChild(row.modules.dataTree.controlEl);CODE
Fake / Example Data16 hits · 21 pts
SeverityFileLineSnippetContext
LOW⚡test/unit/modules/Ajax.spec.js10 ajaxURL: 'fake-data-url.json'CODE
LOW⚡test/unit/modules/Ajax.spec.js15 ajax.setUrl('fake-data-url.json');CODE
LOW⚡test/unit/modules/Ajax.spec.js24 expect(ajax.url).toBe('fake-data-url.json');CODE
LOW⚡test/unit/modules/Ajax.spec.js28 expect(ajax.getUrl()).toBe('fake-data-url.json');CODE
LOWtest/unit/modules/Ajax.spec.js112 ajax.url = 'fake-data-url.json';CODE
LOWtest/e2e/editor-percentage-height.html34 info: "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et doloreCODE
LOWtest/e2e/editor-percentage-height.html34 info: "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et doloreCODE
LOW⚡examples/08-frozen-responsive.html43 { id: 1, name: "Oli Bob", email: "oli@example.com", phone: "555-0101", country: "United Kingdom", city: "LonCODE
LOW⚡examples/08-frozen-responsive.html44 { id: 2, name: "Mary May", email: "mary@example.com", phone: "555-0102", country: "Germany", city: "BerCODE
LOW⚡examples/08-frozen-responsive.html45 { id: 3, name: "Chris L.", email: "chris@example.com", phone: "555-0103", country: "France", city: "ParCODE
LOW⚡examples/08-frozen-responsive.html46 { id: 4, name: "Brendon P.", email: "bren@example.com", phone: "555-0104", country: "USA", city: "AusCODE
LOW⚡examples/08-frozen-responsive.html47 { id: 5, name: "Margret M.", email: "mar@example.com", phone: "555-0105", country: "Sweden", city: "MalCODE
LOW⚡examples/08-frozen-responsive.html48 { id: 6, name: "Van Ng", email: "van@example.com", phone: "555-0106", country: "Vietnam", city: "HanCODE
LOWsrc/js/core/RowManager.js76 placeholder = this.chain("placeholder", [placeholder], placeholder, placeholder) || placeholder;CODE
LOWsrc/js/modules/Filter/Filter.js66 this.subscribe("placeholder", this.generatePlaceholder.bind(this));CODE
LOWsrc/js/modules/Filter/Filter.js421 editorElement.setAttribute("placeholder", typeof value !== "undefined" && value ? value : (column.definition.headerCODE
Over-Commented Block14 hits · 14 pts
SeverityFileLineSnippetContext
LOWjest.config.js21 // collectCoverage: false,COMMENT
LOWjest.config.js41 // "lcov",COMMENT
LOWjest.config.js61COMMENT
LOWjest.config.js81 // "js",COMMENT
LOWjest.config.js101 // notifyMode: "failure-change",COMMENT
LOWjest.config.js141 // The number of seconds after which a test is considered as slow and reported as such in the results.COMMENT
LOWjest.config.js161COMMENT
LOWjest.config.js181 // "/node_modules/",COMMENT
LOWtest/e2e/scroll-jump.spec.ts1import { test, expect, Page } from "@playwright/test";COMMENT
LOWtest/e2e/scroll-jump.spec.ts21// HOW THE JUMP IS MEASUREDCOMMENT
LOWsrc/scss/themes/bootstrap/variables3.scss181COMMENT
LOWsrc/scss/themes/bootstrap/variables3.scss321COMMENT
LOWsrc/scss/themes/materialize/variables.scss1@use "sass:map";COMMENT
LOWsrc/scss/themes/materialize/variables.scss21// 14. Side NavigationCOMMENT
Verbosity Indicators5 hits · 10 pts
SeverityFileLineSnippetContext
LOW⚡bin/make-release.sh59# Step 1: List recent tagsCOMMENT
LOW⚡bin/make-release.sh62# Step 2: Prompt user for new version with a default guessCOMMENT
LOW⚡bin/make-release.sh68# Step 3: Validate and clean the versionCOMMENT
LOWbin/make-release.sh84# Step 4: Update package.json if necessaryCOMMENT
LOWbin/make-release.sh100# Step 5: Push tagCOMMENT
Structural Annotation Overuse5 hits · 10 pts
SeverityFileLineSnippetContext
LOW⚡bin/make-release.sh59# Step 1: List recent tagsCOMMENT
LOW⚡bin/make-release.sh62# Step 2: Prompt user for new version with a default guessCOMMENT
LOW⚡bin/make-release.sh68# Step 3: Validate and clean the versionCOMMENT
LOWbin/make-release.sh84# Step 4: Update package.json if necessaryCOMMENT
LOWbin/make-release.sh100# Step 5: Push tagCOMMENT
Self-Referential Comments2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUMsrc/scss/themes/bootstrap/variables3.scss286//## Define the breakpoints at which your layout will change, adapting to different screen sizes.COMMENT
MEDIUMsrc/scss/themes/bootstrap/variables3.scss340//## Define the maximum width of `.container` for different screen sizes.COMMENT