Visual QA#

A visual regression testing pipeline for web applications. Capture baseline screenshots of your app, compare new screenshots against baselines using pixel-level diffing, and pass/fail based on configurable similarity thresholds.

When to Use#

• Pre-deploy visual verification — gate merges/deploys until UI changes are approved
• Regression testing — catch unintended visual changes in CI
• UI review workflow — generate diff images for design/code review
• Cross-browser/viewport testing — verify responsive layouts
• Component library QA — ensure design system changes don't break consumers

Quick Start#

1. Capture Baselines#

bash

# Capture single URL
python scripts/capture.py http://localhost:3000 --output .visual-qa/baselines

# Capture multiple viewports
python scripts/capture.py http://localhost:3000 --viewports desktop mobile tablet --output .visual-qa/baselines

# Capture multiple pages from config
python scripts/capture.py --config .visual-qa.json --output .visual-qa/baselines

2. Compare Against Baselines#

bash

# Compare new screenshots
python scripts/diff.py --baseline .visual-qa/baselines --current .visual-qa/current --threshold 99

3. All-in-One Gate#

bash

# Capture + diff in one command
python scripts/gate.py --baseline .visual-qa/baselines --url http://localhost:3000 --threshold 99

# With local dev server
python scripts/gate.py --baseline .visual-qa/baselines --server "npm run dev" --port 3000 --threshold 99

# Using config file
python scripts/gate.py --config .visual-qa.json

Config File Pattern#

Create .visual-qa.json in your project root:

json

{
  "urls": ["/", "/about", "/pricing"],
  "baseUrl": "http://localhost:3000",
  "viewports": ["desktop", "mobile"],
  "threshold": 99,
  "server": "npm run dev",
  "port": 3000,
  "baselineDir": ".visual-qa/baselines",
  "ignore": [".visual-qa/diffs", ".visual-qa/current"]
}

Scripts#

All scripts support --help for detailed usage.

capture.py#

Capture screenshots using Playwright (headless Chromium).

Features:

• Multiple viewport sizes: desktop (1280x800), tablet (768x1024), mobile (375x812)
• Waits for networkidle before capture
• Optional local server start/stop
• Configurable output directory
• Descriptive filenames: {url-slug}_{viewport}.png

Usage:

bash

python scripts/capture.py <url> --output <dir> [options]
python scripts/capture.py --config <config.json> --output <dir>

diff.py#

Compare screenshots using pixel-level diffing (Pillow).

Features:

• Pixel-by-pixel comparison
• Diff images with red/magenta overlay highlighting changes
• Similarity percentage per image pair
• Pass/fail based on threshold (default 99%)
• Summary report with pass/fail status
• Saves diff images to output directory

Usage:

bash

python scripts/diff.py --baseline <dir> --current <dir> --output <diff-dir> --threshold <percent>

gate.py#

All-in-one gate: capture + diff in a single command.

Features:

• Combines capture and diff steps
• Starts/stops local server automatically if needed
• Returns exit code 0 (pass) or 1 (fail)
• Human-readable summary output
• Can use config file or CLI args

Usage:

bash

python scripts/gate.py --baseline <dir> --url <url> --threshold <percent>
python scripts/gate.py --baseline <dir> --server <command> --port <port> --threshold <percent>
python scripts/gate.py --config <config.json>

Workflow Examples#

Initial Baseline Capture#

bash

# Start your app
npm run dev

# Capture baselines (desktop + mobile)
python scripts/capture.py http://localhost:3000 --viewports desktop mobile --output .visual-qa/baselines

CI/CD Integration#

bash

# In your CI pipeline after build
python scripts/gate.py --baseline .visual-qa/baselines --server "npm start" --port 3000 --threshold 99

# Exit code 0 = pass, 1 = fail
if [ $? -eq 0 ]; then
  echo "Visual QA passed ✓"
else
  echo "Visual QA failed ✗"
  exit 1
fi

Review Workflow#

bash

# 1. Developer makes UI changes
# 2. Capture new screenshots
python scripts/capture.py http://localhost:3000 --output .visual-qa/current

# 3. Generate diff images
python scripts/diff.py --baseline .visual-qa/baselines --current .visual-qa/current --output .visual-qa/diffs

# 4. Review diff images in .visual-qa/diffs/
# 5. If changes are intentional, update baselines:
rm -rf .visual-qa/baselines
mv .visual-qa/current .visual-qa/baselines

Multi-Page Testing#

Create .visual-qa.json:

json

{
  "urls": ["/", "/products", "/about", "/contact"],
  "baseUrl": "http://localhost:3000",
  "viewports": ["desktop", "mobile"],
  "threshold": 99,
  "baselineDir": ".visual-qa/baselines"
}

bash

# Capture all pages
python scripts/capture.py --config .visual-qa.json --output .visual-qa/baselines

# Gate all pages
python scripts/gate.py --config .visual-qa.json

Dependencies#

Scripts require Playwright and Pillow:

bash

pip install playwright pillow
python -m playwright install chromium

Scripts will check for dependencies and print install instructions if missing.

Thresholds#

The --threshold parameter controls similarity percentage (0-100):

• 99% (default) — strict, catches most visual changes
• 95% — moderate, allows minor rendering differences (anti-aliasing, fonts)
• 90% — loose, allows more variation (use for dynamic content)

Experiment to find the right threshold for your app. Start strict (99%) and loosen if you get false positives.

Ignoring Dynamic Content#

For pages with dynamic content (dates, user-specific data):

1. Use data attributes to hide dynamic elements during testing: css

   [data-test-hide] { visibility: hidden !important; }
   
   

2. Capture specific viewport regions (future enhancement)

3. Loosen threshold for pages with acceptable dynamic content

Troubleshooting#

"Command not found: python"

• Use python3 instead of python

"Playwright not installed"

• Run: pip install playwright && python -m playwright install chromium

"Similarity below threshold but images look the same"

• Font rendering, anti-aliasing, or sub-pixel differences. Lower threshold to 98-95%.

"Server not starting"

• Check that --port matches your server's port
• Ensure server command is correct ( npm run dev, npm start, etc.)
• Increase wait time in gate.py (default 5s)

"Images not found"

• Check that baseline directory exists and contains PNGs
• Ensure current screenshots were captured to the correct directory
• Verify filenames match pattern: {url-slug}_{viewport}.png

Tips#

• Commit baselines to Git so your team shares the same reference
• Add .visual-qa/diffs and .visual-qa/current to .gitignore
• Run in CI as a required check before merge
• Update baselines when intentional UI changes are made
• Use multiple viewports to catch responsive layout issues
• Test empty/error/loading states by capturing those URLs explicitly

Integration with Other Skills#

• ux-qa-gate — Use visual-qa as part of the UX QA checklist
• webapp-testing — Combine with Playwright functional tests
• coding-agent — Sub-agents building UI must pass visual-qa before completion

---

For detailed script options, run:

bash

python scripts/capture.py --help
python scripts/diff.py --help
python scripts/gate.py --help