Web Application Testing
SkillWeb & browsingExercise and verify a local web application through Playwright, including user flows and rendered behaviour. Use when testing a running local app rather than issuing an isolated browser command. For ad hoc automation, use $playwright-cli.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Web Application Testing skill
What this skill tells your AI
The instructions your AI receives, as published by flonat/flonat-research in skills/webapp-testing/SKILL.md and read by ahel’s review.
To test local web applications, write native Python Playwright scripts.
Use this skill when the task needs local server lifecycle management, custom
Python assertions, or a repeatable test script. For ad-hoc browser navigation
and interaction that does not need custom Python, use $playwright-cli.
Helper Scripts Available:
scripts/with_server.py- Manages server lifecycle (supports multiple servers)
Always run helper scripts with --help first to see usage. DO NOT read the source until you try running the helper and find that a customized solution is absolutely necessary. These scripts can be very large and thus pollute your context window. They exist to be called directly as black-box scripts rather than ingested into your context window.
Dependency Preflight
Before writing a native Playwright script, verify the selected project environment:
uv run python -c "from importlib.metadata import version; print(version('playwright'))"
If the import fails:
-
For a one-off page inspection without custom assertions, use the declared
$playwright-clifallback. -
For repeatable assertions or managed server testing, ask before installing dependencies. After approval, install into the project's development environment rather than adding a browser runtime to production dependencies:
uv pip install --python <project>/.venv/bin/python playwright uv run python -m playwright install chromium -
Re-run the import preflight, then continue with native Python Playwright.
If the project already declares a Playwright dev extra, prefer syncing that
extra over an ad-hoc environment install. Never use bare pip or a
machine-global Python environment.
Decision Tree: Choosing Your Approach
User task → Is it static HTML?
├─ Yes → Read HTML file directly to identify selectors
│ ├─ Success → Write Playwright script using selectors
│ └─ Fails/Incomplete → Treat as dynamic (below)
│
└─ No (dynamic webapp) → Is the server already running?
├─ No → Run: uv run python scripts/with_server.py --help
│ Then use the helper + write simplified Playwright script
│
└─ Yes → Reconnaissance-then-action:
1. Navigate and wait for networkidle
2. Take screenshot or inspect DOM
3. Identify selectors from rendered state
4. Execute actions with discovered selectors
Example: Using with_server.py
To start a server, run --help first, then use the helper:
Single server:
uv run python scripts/with_server.py --server "npm run dev" --port 5173 -- uv run python your_automation.py
Multiple servers (e.g., backend + frontend):
uv run python scripts/with_server.py \
--server "cd backend && uv run python server.py" --port 3000 \
--server "cd frontend && npm run dev" --port 5173 \
-- uv run python your_automation.py
To create an automation script, include only Playwright logic (servers are managed automatically):
from playwright.sync_api import sync_playwright
with sync_playwright() as p:
browser = p.chromium.launch(headless=True) # Always launch chromium in headless mode
page = browser.new_page()
page.goto('http://localhost:5173') # Server already running and ready
page.wait_for_load_state('networkidle') # CRITICAL: Wait for JS to execute
# ... your automation logic
browser.close()
Reconnaissance-Then-Action Pattern
-
Inspect rendered DOM:
page.screenshot(path='/tmp/inspect.png', full_page=True) content = page.content() page.locator('button').all() -
Identify selectors from inspection results
-
Execute actions using discovered selectors
Common Pitfall
❌ Don't inspect the DOM before waiting for networkidle on dynamic apps
✅ Do wait for page.wait_for_load_state('networkidle') before inspection
Best Practices
- Use bundled scripts as black boxes - To accomplish a task, consider whether one of the scripts available in
scripts/can help. These scripts handle common, complex workflows reliably without cluttering the context window. Use--helpto see usage, then invoke directly. - Use
sync_playwright()for synchronous scripts - Always close the browser when done
- Use descriptive selectors:
text=,role=, CSS selectors, or IDs - Add appropriate waits:
page.wait_for_selector()orpage.wait_for_timeout()
Reference Files
- examples/ - Examples showing common patterns:
element_discovery.py- Discovering buttons, links, and inputs on a pagestatic_html_automation.py- Using file:// URLs for local HTMLconsole_logging.py- Capturing console logs during automation
Signals
- GitHub stars
- 133
- Forks
- 24
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
webapp-testing-flonat- Source
- github.com/flonat/flonat-research