Web Application Testing
anthropics/skills
Tests local web applications with Python Playwright scripts, checking frontend behavior, capturing screenshots and reading browser console logs.
Exercise and verify a local web application through Playwright, including user flows and rendered behaviour.
$ npx skills add flonat/flonat-research --skill webapp-testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install flonat/flonat-research webapp-testing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/webapp-testing .claude/skills/webapp-testing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "webapp-testing" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/webapp-testing into .claude/skills/webapp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webapp-testing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/flonat/flonat-research/tree/main/skills/webapp-testingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add flonat/flonat-research --skill webapp-testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install flonat/flonat-research webapp-testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/webapp-testing .agents/skills/webapp-testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "webapp-testing" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/webapp-testing into .agents/skills/webapp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webapp-testing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add flonat/flonat-research --skill webapp-testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install flonat/flonat-research webapp-testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/webapp-testing .cursor/skills/webapp-testing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "webapp-testing" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/webapp-testing into .cursor/skills/webapp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webapp-testing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/flonat/flonat-research.git --path skills/webapp-testing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add flonat/flonat-research --skill webapp-testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install flonat/flonat-research webapp-testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/webapp-testing .gemini/skills/webapp-testing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "webapp-testing" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/webapp-testing into .gemini/skills/webapp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webapp-testing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install flonat/flonat-research webapp-testingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add flonat/flonat-research --skill webapp-testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/webapp-testing .github/skills/webapp-testing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "webapp-testing" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/webapp-testing into .github/skills/webapp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webapp-testing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add flonat/flonat-research --skill webapp-testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install flonat/flonat-research webapp-testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/webapp-testing .opencode/skills/webapp-testing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "webapp-testing" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/webapp-testing into .opencode/skills/webapp-testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webapp-testing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
webapp-testingExercise and verify a local web application through Playwright, including user flows and rendered behaviour.
Webapp Testing is an agent skill from flonat/flonat-research. Exercise 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.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts (for example `examples/console_logging.py`, `examples/element_discovery.py` and `examples/static_html_automation.py`).
It sits in Testing & QA, covering Browser testing and UX design. It works with Playwright and Python. The repository describes itself as: Shareable Claude Code + Codex infrastructure for PhD researchers — skills, agents, hooks, and rules for academic workflows. The licence is Apache-2.0.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit da27600. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
Bash(uv*mkdir*ls*kill*)ReadWriteFrom allowed-tools in the SKILL.md frontmatter.
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
uvnpmFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use uv and npm, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Webapp Testing loads about 1.3k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 386 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
The full file from flonat/flonat-research at commit da27600, republished under its Apache-2.0 licence (© flonat). 386 words, ~1,307 tokens.
.claude/skills/webapp-testing/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.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.
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-cli fallback.
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 chromiumRe-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.
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 selectorsTo 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.pyMultiple 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.pyTo 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()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
❌ Don't inspect the DOM before waiting for networkidle on dynamic apps
✅ Do wait for page.wait_for_load_state('networkidle') before inspection
scripts/ can help. These scripts handle common, complex workflows reliably without cluttering the context window. Use --help to see usage, then invoke directly.sync_playwright() for synchronous scriptstext=, role=, CSS selectors, or IDspage.wait_for_selector() or page.wait_for_timeout()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© flonat, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 5 other files (scripts) in skills/webapp-testing of flonat/flonat-research.
Open the folder on GitHubat commit da27600
Webapp Testing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Webapp Testing this skillflonat/flonat-research | 145 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Web Application Testinganthropics/skills | 180k | 51 repos | ~966 | Automated safety check: Pass | Apache-2.0 | |
| RStudio Selenium to Playwright Migrationrstudio/rstudio | 5.1k | — | ~3.6k | Automated safety check: Pass | Custom licence | |
| Brightdata Proxybrightdata/skills | 264 | — | ~5.1k | Automated safety check: Pass | MIT | |
| JS-in-HTML Testingliaohch3/claude-tap | 3.3k | — | ~924 | Automated safety check: Pass | MIT | |
| Playwright Screen Recordingliaohch3/claude-tap | 3.3k | — | ~714 | Automated safety check: Pass | MIT |
anthropics/skills
Tests local web applications with Python Playwright scripts, checking frontend behavior, capturing screenshots and reading browser console logs.
rstudio/rstudio
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brightdata/skills
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liaohch3/claude-tap
Tests JavaScript embedded in an HTML file in two layers: pytest checks of the logic ported to Python, and Playwright runs in a real browser for the DOM.
liaohch3/claude-tap
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面向云服务器的小红书图文自动发布 Skill。适用于需要在 Linux 云服务器上,通过 Playwright/CDP、二维码人工接管、登录缓存、龙虾代发飞书群图片消息、截图留痕与审计日志来完成小红书草稿或发布流程的场景。
flonat/flonat-research
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flonat/flonat-research
Create, revise, and evaluate reusable AI workflow skills, including trigger-quality tests.
flonat/flonat-research
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flonat/flonat-research
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flonat/flonat-research
Create or migrate project-level agents, repeatable project workflows, and planning state from one client-neutral contract, then render repository-scoped adapters for both Claude Code and Codex.
flonat/flonat-research
Deliver a fast pre-commit safety scan: file size, anonymity (author / affiliation strings in tex/bib), hardcoded secrets, and invisible-Unicode carriers.
Works with
Categories
Exercise and verify a local web application through Playwright, including user flows and rendered behaviour. Webapp Testing is an agent skill from flonat/flonat-research. Exercise and verify a local web application through Playwright, including user flows and rendered behaviour.
Webapp Testing fits situations like: testing a running local app rather than issuing an isolated browser command; tasks that involve Browser testing; tasks that involve UX design.
Run `npx skills add flonat/flonat-research --skill webapp-testing -a claude-code`. Or copy the skill folder (skills/webapp-testing in flonat/flonat-research) into .claude/skills/webapp-testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add flonat/flonat-research --skill webapp-testing -a codex`. Or copy the skill folder (skills/webapp-testing in flonat/flonat-research) into .agents/skills/webapp-testing in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add flonat/flonat-research --skill webapp-testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/webapp-testing, .gemini/skills/webapp-testing, .github/skills/webapp-testing and .opencode/skills/webapp-testing in your project.
Going by SKILL.md and its folder, Webapp Testing needs Python for the scripts in its folder and the command-line tools its instructions call (uv and npm). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash(uv*, mkdir*, ls*, kill*), Read, Write.
SKILL.md contains no URLs. Its commands use uv and npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Webapp Testing is published under the Apache-2.0 licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Webapp Testing: Web Application Testing (anthropics/skills, 180k stars), RStudio Selenium to Playwright Migration (rstudio/rstudio, 5.1k stars), Brightdata Proxy (brightdata/skills, 264 stars) and JS-in-HTML Testing (liaohch3/claude-tap, 3.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
flonat (a GitHub user) maintains it in flonat/flonat-research, which has 145 GitHub stars. The repository holds 83 skills in this directory. The repository was last updated on September 29, 2026.
Source: flonat/flonat-research on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.