Console Error Hunter

SkillWeb & browsing

Systematically detect, capture, and categorize browser console errors, warnings, and unhandled exceptions during automated test execution

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Console Error Hunter skill

What this skill tells your AI

The instructions your AI receives, as published by pramoddutta/qaskills in seed-skills/console-error-hunter/SKILL.md and read by ahel’s review.

You are an expert QA automation engineer specializing in browser console error detection and runtime exception tracking. When the user asks you to capture, categorize, or report browser console errors during automated testing, follow these detailed instructions.

Core Principles

  1. Every console error is a signal -- Browser console errors indicate real problems: uncaught exceptions, failed network requests, deprecated API usage, and security violations. Treat every error as meaningful until proven otherwise.
  2. Categorize before filtering -- Not all console messages are equal. Errors, warnings, info, and debug messages serve different purposes. Build a classification system before deciding what to ignore.
  3. Capture context, not just messages -- A console error message alone is often insufficient for debugging. Capture the URL, timestamp, stack trace, associated network requests, and the user action that triggered it.
  4. Fail fast on critical errors -- Unhandled promise rejections and TypeError exceptions indicate broken functionality. These should fail tests immediately rather than being collected for a report.
  5. Filter noise systematically -- Third-party scripts, browser extensions, and analytics libraries produce console noise. Maintain an explicit allowlist of known benign messages rather than broadly suppressing errors.
  6. Correlate errors with user actions -- An error that occurs during page load is different from one triggered by a button click. Map errors to the test step that caused them for actionable debugging.
  7. Track error trends across test runs -- A single console error might be a fluke. An error that appears in every test run for a week is a systemic issue. Store error data historically.

Project Structure

Organize your console error hunting suite with this structure:

tests/
  console-errors/
    page-load-errors.spec.ts
    navigation-errors.spec.ts
    interaction-errors.spec.ts
    network-error-correlation.spec.ts
  fixtures/
    console-collector.fixture.ts
  helpers/
    error-classifier.ts
    error-reporter.ts
    known-errors.ts
    severity-rules.ts
  reports/
    console-errors.json
    console-errors.html
playwright.config.ts

The Console Collector

The core of this skill is a Playwright fixture that listens to all console events and page errors, classifying and storing them for later assertion.

Error Classification System

Before building the collector, define the classification taxonomy for console messages.

// tests/helpers/error-classifier.ts

export enum Severity {
  CRITICAL = 'critical',
  HIGH = 'high',
  MEDIUM = 'medium',
  LOW = 'low',
  INFO = 'info',
}

export enum ErrorCategory {
  UNCAUGHT_EXCEPTION = 'uncaught_exception',
  UNHANDLED_REJECTION = 'unhandled_rejection',
  NETWORK_ERROR = 'network_error',
  TYPE_ERROR = 'type_error',
  REFERENCE_ERROR = 'reference_error',
  SYNTAX_ERROR = 'syntax_error',
  SECURITY_ERROR = 'security_error',
  DEPRECATION_WARNING = 'deprecation_warning',
  CORS_ERROR = 'cors_error',
  CSP_VIOLATION = 'csp_violation',
  RESOURCE_LOAD_FAILURE = 'resource_load_failure',
  REACT_ERROR = 'react_error',
  THIRD_PARTY = 'third_party',
  UNKNOWN = 'unknown',
}

export interface ClassifiedError {
  message: string;
  category: ErrorCategory;
  severity: Severity;
  timestamp: string;
  url: string;
  stackTrace?: string;
  sourceFile?: string;
  lineNumber?: number;
  columnNumber?: number;
  testStep?: string;
  consoleType: string;
}

export function classifyConsoleMessage(
  type: string,
  text: string,
  url: string
): { category: ErrorCategory; severity: Severity } {
  const message = text.toLowerCase();

  // Critical: Uncaught exceptions
  if (message.includes('uncaught') && message.includes('error')) {
    return { category: ErrorCategory.UNCAUGHT_EXCEPTION, severity: Severity.CRITICAL };
  }

  // Critical: Unhandled promise rejections
  if (message.includes('unhandled') && message.includes('rejection')) {
    return { category: ErrorCategory.UNHANDLED_REJECTION, severity: Severity.CRITICAL };
  }

  // High: TypeError and ReferenceError indicate broken code
  if (message.includes('typeerror')) {
    return { category: ErrorCategory.TYPE_ERROR, severity: Severity.HIGH };
  }
  if (message.includes('referenceerror')) {
    return { category: ErrorCategory.REFERENCE_ERROR, severity: Severity.HIGH };
  }

  // High: SyntaxError means unparseable code
  if (message.includes('syntaxerror')) {
    return { category: ErrorCategory.SYNTAX_ERROR, severity: Severity.HIGH };
  }

  // High: React-specific errors
  if (
    message.includes('react') &&
    (message.includes('error boundary') ||
      message.includes('cannot update') ||
      message.includes('hydration'))
  ) {
    return { category: ErrorCategory.REACT_ERROR, severity: Severity.HIGH };
  }

  // Medium: Network and resource failures
  if (
    message.includes('failed to load resource') ||
    message.includes('net::err_') ||
    message.includes('404')
  ) {
    return { category: ErrorCategory.NETWORK_ERROR, severity: Severity.MEDIUM };
  }

  // Medium: CORS errors
  if (message.includes('cors') || message.includes('cross-origin')) {
    return { category: ErrorCategory.CORS_ERROR, severity: Severity.MEDIUM };
  }

  // Medium: CSP violations
  if (
    message.includes('content security policy') ||
    message.includes('csp') ||
    message.includes('refused to')
  ) {
    return { category: ErrorCategory.CSP_VIOLATION, severity: Severity.MEDIUM };
  }

  // Medium: Security-related
  if (message.includes('security') || message.includes('insecure')) {
    return { category: ErrorCategory.SECURITY_ERROR, severity: Severity.MEDIUM };
  }

  // Low: Deprecation warnings
  if (message.includes('deprecated') || message.includes('will be removed')) {
    return { category: ErrorCategory.DEPRECATION_WARNING, severity: Severity.LOW };
  }

  // Low: Third-party script errors
  const thirdPartyDomains = [
    'google-analytics.com',
    'googletagmanager.com',
    'facebook.net',
    'hotjar.com',
    'intercom.io',
    'sentry.io',
    'segment.com',
  ];
  if (thirdPartyDomains.some((domain) => url.includes(domain) || text.includes(domain))) {
    return { category: ErrorCategory.THIRD_PARTY, severity: Severity.LOW };
  }

  // Default: type-based classification
  if (type === 'error') {
    return { category: ErrorCategory.UNKNOWN, severity: Severity.MEDIUM };
  }
  if (type === 'warning') {
    return { category: ErrorCategory.UNKNOWN, severity: Severity.LOW };
  }

  return { category: ErrorCategory.UNKNOWN, severity: Severity.INFO };
}

Known Errors Allowlist

Maintain an explicit list of console messages that are known and accepted so they do not trigger false failures.

// tests/helpers/known-errors.ts

export interface KnownError {
  pattern: RegExp;
  reason: string;
  expiresAt?: string; // ISO date string; forces periodic review
}

export const KNOWN_ERRORS: KnownError[] = [
  {
    pattern: /Download the React DevTools/,
    reason: 'React development mode message; not present in production builds',
  },
  {
    pattern: /Third-party cookie will be blocked/,
    reason: 'Chrome privacy sandbox warning; does not affect functionality',
  },
  {
    pattern: /DevTools failed to load source map/,
    reason: 'Source map loading in test environment; not a production issue',
  },
  {
    pattern: /\[HMR\]/,
    reason: 'Hot Module Replacement messages from webpack dev server',
  },
  {
    pattern: /ResizeObserver loop/,
    reason: 'Known benign browser warning; see https://github.com/WICG/resize-observer/issues/38',
  },
];

export function isKnownError(message: string): { known: boolean; reason?: string } {
  for (const known of KNOWN_ERRORS) {
    if (known.pattern.test(message)) {
      // Check expiration
      if (known.expiresAt && new Date(known.expiresAt) < new Date()) {
        console.warn(`Known error pattern "${known.pattern}" has expired. Review needed.`);
        return { known: false };
      }
      return { known: true, reason: known.reason };
    }
  }
  return { known: false };
}

The Collector Fixture

The fixture wraps page event listeners and provides a clean API for tests to query collected errors.

// tests/fixtures/console-collector.fixture.ts
import { test as base, Page, ConsoleMessage } from '@playwright/test';
import {
  classifyConsoleMessage,
  ClassifiedError,
  Severity,
  ErrorCategory,
} from '../helpers/error-classifier';
import { isKnownError } from '../helpers/known-errors';

export class ConsoleCollector {
  private errors: ClassifiedError[] = [];
  private currentStep: string = 'initialization';
  private pageUrl: string = '';

  constructor(private page: Page) {
    this.attachListeners();
  }

  private attachListeners(): void {
    // Capture all console messages
    this.page.on('console', (msg: ConsoleMessage) => {
      const text = msg.text();
      const type = msg.type();

      // Skip non-error types unless they contain error keywords
      if (type !== 'error' && type !== 'warning') {
        if (!text.toLowerCase().includes('error') && !text.toLowerCase().includes('exception')) {
          return;
        }
      }

      const { known } = isKnownError(text);
      if (known) return;

      const { category, severity } = classifyConsoleMessage(type, text, this.pageUrl);
      const location = msg.location();

      this.errors.push({
        message: text,
        category,
        severity,
        timestamp: new Date().toISOString(),
        url: this.pageUrl,
        sourceFile: location.url,
        lineNumber: location.lineNumber,
        columnNumber: location.columnNumber,
        testStep: this.currentStep,
        consoleType: type,
      });
    });

    // Capture uncaught page errors (these are always critical)
    this.page.on('pageerror', (error: Error) => {
      const { known } = isKnownError(error.message);
      if (known) return;

      this.errors.push({
        message: error.message,
        category: ErrorCategory.UNCAUGHT_EXCEPTION,
        severity: Severity.CRITICAL,
        timestamp: new Date().toISOString(),
        url: this.pageUrl,
        stackTrace: error.stack,
        testStep: this.currentStep,
        consoleType: 'pageerror',
      });
    });

    // Track page URL changes
    this.page.on('framenavigated', (frame) => {
      if (frame === this.page.mainFrame()) {
        this.pageUrl = frame.url();
      }
    });
  }

  setStep(step: string): void {
    this.currentStep = step;
  }

  getAllErrors(): ClassifiedError[] {
    return [...this.errors];
  }

  getErrorsBySeverity(severity: Severity): ClassifiedError[] {
    return this.errors.filter((e) => e.severity === severity);
  }

  getErrorsByCategory(category: ErrorCategory): ClassifiedError[] {
    return this.errors.filter((e) => e.category === category);
  }

  getCriticalErrors(): ClassifiedError[] {
    return this.errors.filter(
      (e) => e.severity === Severity.CRITICAL || e.severity === Severity.HIGH
    );
  }

  hasErrors(minSeverity: Severity = Severity.MEDIUM): boolean {
    const severityOrder = [Severity.INFO, Severity.LOW, Severity.MEDIUM, Severity.HIGH, Severity.CRITICAL];
    const minIndex = severityOrder.indexOf(minSeverity);
    return this.errors.some((e) => severityOrder.indexOf(e.severity) >= minIndex);
  }

  getErrorSummary(): Record<string, number> {
    const summary: Record<string, number> = {};
    for (const error of this.errors) {
      const key = `${error.severity}:${error.category}`;
      summary[key] = (summary[key] || 0) + 1;
    }
    return summary;
  }

  clear(): void {
    this.errors = [];
    this.currentStep = 'initialization';
  }

  formatReport(): string {
    if (this.errors.length === 0) return 'No console errors detected.';

    const lines = ['Console Error Report:', `Total errors: ${this.errors.length}`, ''];

    const grouped = new Map<string, ClassifiedError[]>();
    for (const error of this.errors) {
      const key = error.severity;
      if (!grouped.has(key)) grouped.set(key, []);
      grouped.get(key)!.push(error);
    }

    for (const [severity, errors] of grouped) {
      lines.push(`--- ${severity.toUpperCase()} (${errors.length}) ---`);
      for (const error of errors) {
        lines.push(`  [${error.category}] ${error.message.substring(0, 200)}`);
        lines.push(`    URL: ${error.url}`);
        lines.push(`    Step: ${error.testStep}`);
        if (error.sourceFile) {
          lines.push(`    Source: ${error.sourceFile}:${error.lineNumber}:${error.columnNumber}`);
        }
        if (error.stackTrace) {
          lines.push(`    Stack: ${error.stackTrace.split('\n').slice(0, 3).join('\n           ')}`);
        }
        lines.push('');
      }
    }

    return lines.join('\n');
  }
}

export const test = base.extend<{ consoleCollector: ConsoleCollector }>({
  consoleCollector: async ({ page }, use) => {
    const collector = new ConsoleCollector(page);
    await use(collector);
  },
});

export { expect } from '@playwright/test';

Writing the Tests

Page Load Error Detection

The most fundamental check: visit every important page and verify no console errors appear during initial load.

// tests/console-errors/page-load-errors.spec.ts
import { test, expect } from '../fixtures/console-collector.fixture';
import { Severity } from '../helpers/error-classifier';

const PAGES_TO_CHECK = [
  '/',
  '/about',
  '/pricing',
  '/docs',
  '/login',
  '/signup',
  '/dashboard',
  '/settings',
  '/contact',
];

for (const pagePath of PAGES_TO_CHECK) {
  test(`page "${pagePath}" should load without console errors`, async ({
    page,
    consoleCollector,
  }) => {
    consoleCollector.setStep(`navigate to ${pagePath}`);
    const baseUrl = process.env.BASE_URL || 'http://localhost:3000';

    await page.goto(`${baseUrl}${pagePath}`, { waitUntil: 'networkidle' });

    // Wait a bit for any async errors to surface
    await page.waitForTimeout(2000);

    const critical = consoleCollector.getCriticalErrors();

    if (critical.length > 0) {
      console.error(consoleCollector.formatReport());
    }

    expect(critical, `Critical console errors found on ${pagePath}`).toHaveLength(0);
  });
}

Interaction-Triggered Error Detection

Some errors only surface when users interact with the page. This test performs common actions and checks for resulting console errors.

// tests/console-errors/interaction-errors.spec.ts
import { test, expect } from '../fixtures/console-collector.fixture';
import { Severity } from '../helpers/error-classifier';

test.describe('Interaction-Triggered Console Errors', () => {
  test('clicking all navigation links should not produce errors', async ({
    page,
    consoleCollector,
  }) => {
    const baseUrl = process.env.BASE_URL || 'http://localhost:3000';
    await page.goto(baseUrl, { waitUntil: 'networkidle' });

    const navLinks = await page.locator('nav a[href]').all();

    for (const link of navLinks) {
      const href = await link.getAttribute('href');
      consoleCollector.setStep(`click nav link: ${href}`);

      try {
        await link.click();
        await page.waitForLoadState('networkidle');
      } catch {
        // Navigation might fail for external links; that is fine
      }

      // Navigate back to check the next link
      await page.goto(baseUrl, { waitUntil: 'networkidle' });
    }

    const errors = consoleCollector.getCriticalErrors();
    if (errors.length > 0) {
      console.error(consoleCollector.formatReport());
    }
    expect(errors).toHaveLength(0);
  });

  test('form submissions should not produce unhandled errors', async ({
    page,
    consoleCollector,
  }) => {
    const baseUrl = process.env.BASE_URL || 'http://localhost:3000';
    await page.goto(`${baseUrl}/contact`, { waitUntil: 'networkidle' });

    consoleCollector.setStep('fill and submit contact form');

    // Fill form fields if they exist
    const emailField = page.getByLabel('Email');
    if (await emailField.isVisible()) {
      await emailField.fill('test@example.com');
    }

    const messageField = page.getByLabel('Message');
    if (await messageField.isVisible()) {
      await messageField.fill('Test message from console error hunter');
    }

    const submitButton = page.getByRole('button', { name: /submit|send/i });
    if (await submitButton.isVisible()) {
      await submitButton.click();
      await page.waitForTimeout(3000);
    }

    const errors = consoleCollector.getCriticalErrors();
    expect(errors).toHaveLength(0);
  });

  test('opening and closing modals should not leak errors', async ({
    page,
    consoleCollector,
  }) => {
    const baseUrl = process.env.BASE_URL || 'http://localhost:3000';
    await page.goto(baseUrl, { waitUntil: 'networkidle' });

    // Find and click buttons that might open modals
    const buttons = await page.getByRole('button').all();

    for (let i = 0; i < Math.min(buttons.length, 10); i++) {
      const buttonText = await buttons[i].textContent();
      consoleCollector.setStep(`click button: "${buttonText?.trim()}"`);

      try {
        await buttons[i].click();
        await page.waitForTimeout(500);

        // Try to close any modal that opened
        const closeButton = page.getByRole('button', { name: /close|dismiss|cancel/i });
        if (await closeButton.isVisible({ timeout: 1000 }).catch(() => false)) {
          await closeButton.click();
          await page.waitForTimeout(300);
        } else {
          // Press Escape as fallback
          await page.keyboard.press('Escape');
          await page.waitForTimeout(300);
        }
      } catch {
        // Button might not be clickable; continue
      }
    }

    const errors = consoleCollector.getCriticalErrors();
    expect(errors).toHaveLength(0);
  });
});

Network Error Correlation

This test correlates console errors with failed network requests to provide richer context for debugging.

// tests/console-errors/network-error-correlation.spec.ts
import { test, expect } from '../fixtures/console-collector.fixture';

interface NetworkFailure {
  url: string;
  method: string;
  status: number;
  resourceType: string;
  timestamp: string;
}

test.describe('Network Error Correlation', () => {
  test('should correlate failed network requests with console errors', async ({
    page,
    consoleCollector,
  }) => {
    const networkFailures: NetworkFailure[] = [];

    // Listen for failed responses
    page.on('response', (response) => {
      if (response.status() >= 400) {
        networkFailures.push({
          url: response.url(),
          method: response.request().method(),
          status: response.status(),
          resourceType: response.request().resourceType(),
          timestamp: new Date().toISOString(),
        });
      }
    });

    // Listen for request failures (network errors, timeouts)
    page.on('requestfailed', (request) => {
      networkFailures.push({
        url: request.url(),
        method: request.method(),
        status: 0,
        resourceType: request.resourceType(),
        timestamp: new Date().toISOString(),
      });
    });

    const baseUrl = process.env.BASE_URL || 'http://localhost:3000';
    consoleCollector.setStep('full page load with network monitoring');
    await page.goto(baseUrl, { waitUntil: 'networkidle' });
    await page.waitForTimeout(3000);

    // Build correlation report
    const consoleErrors = consoleCollector.getAllErrors();

    if (networkFailures.length > 0 || consoleErrors.length > 0) {
      console.log('=== Network/Console Error Correlation ===');
      console.log(`Network failures: ${networkFailures.length}`);
      console.log(`Console errors: ${consoleErrors.length}`);

      for (const failure of networkFailures) {
        console.log(`  [${failure.status}] ${failure.method} ${failure.url} (${failure.resourceType})`);
        // Find related console errors
        const related = consoleErrors.filter(
          (e) => e.message.includes(failure.url) || e.message.includes(new URL(failure.url).pathname)
        );
        if (related.length > 0) {
          console.log(`    Related console errors: ${related.length}`);
          related.forEach((r) => console.log(`      - ${r.message.substring(0, 150)}`));
        }
      }
    }

    // Fail on critical JS errors (not on missing analytics pixels)
    const criticalNetworkErrors = networkFailures.filter(
      (f) => f.resourceType === 'script' || f.resourceType === 'document' || f.resourceType === 'xhr' || f.resourceType === 'fetch'
    );

    expect(
      criticalNetworkErrors,
      `${criticalNetworkErrors.length} critical network failures detected`
    ).toHaveLength(0);
  });
});

Error Reporting

Generate structured reports that can be consumed by CI systems and dashboards.

// tests/helpers/error-reporter.ts
import * as fs from 'fs';
import * as path from 'path';
import { ClassifiedError, Severity, ErrorCategory } from './error-classifier';

export interface ErrorReport {
  timestamp: string;
  testSuite: string;
  totalErrors: number;
  bySeverity: Record<string, number>;
  byCategory: Record<string, number>;
  byPage: Record<string, number>;
  errors: ClassifiedError[];
  criticalCount: number;
  highCount: number;
}

export function buildErrorReport(
  errors: ClassifiedError[],
  testSuite: string
): ErrorReport {
  const bySeverity: Record<string, number> = {};
  const byCategory: Record<string, number> = {};
  const byPage: Record<string, number> = {};

  for (const error of errors) {
    bySeverity[error.severity] = (bySeverity[error.severity] || 0) + 1;
    byCategory[error.category] = (byCategory[error.category] || 0) + 1;
    byPage[error.url] = (byPage[error.url] || 0) + 1;
  }

  return {
    timestamp: new Date().toISOString(),
    testSuite,
    totalErrors: errors.length,
    bySeverity,
    byCategory,
    byPage,
    errors,
    criticalCount: errors.filter((e) => e.severity === Severity.CRITICAL).length,
    highCount: errors.filter((e) => e.severity === Severity.HIGH).length,
  };
}

export function saveErrorReport(report: ErrorReport, outputDir: string): void {
  fs.mkdirSync(outputDir, { recursive: true });
  const filePath = path.join(outputDir, 'console-errors.json');
  fs.writeFileSync(filePath, JSON.stringify(report, null, 2));
  console.log(`Console error report saved to: ${filePath}`);
}

Configuration

// playwright.config.ts
import { defineConfig } from '@playwright/test';

export default defineConfig({
  testDir: './tests/console-errors',
  timeout: 60_000,
  retries: 1,
  workers: 2,
  reporter: [
    ['html', { outputFolder: 'reports/html' }],
    ['json', { outputFile: 'reports/results.json' }],
    ['list'],
  ],
  use: {
    baseURL: process.env.BASE_URL || 'http://localhost:3000',
    trace: 'on-first-retry',
    video: 'on-first-retry',
  },
  projects: [
    {
      name: 'chromium',
      use: { browserName: 'chromium' },
    },
    {
      name: 'firefox',
      use: { browserName: 'firefox' },
    },
    {
      name: 'webkit',
      use: { browserName: 'webkit' },
    },
  ],
});

CI Integration

# .github/workflows/console-error-check.yml
name: Console Error Check
on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

Shortened here. Read the whole file on GitHub.

Signals

GitHub stars
224
Forks
27
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
console-error-hunter
Source
github.com/pramoddutta/qaskills