Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/benchflow-ai-browser-testing
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: testing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Node.js package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/browser-testing
What's inside
- Skill name
browser-testing- Description
- VERIFY your changes work. Measure CLS, detect theme flicker, test visual stability, check performance. Use BEFORE and AFTER making changes to confirm fixes. Includes ready-to-run scripts: measure-cls.ts, detect-flicker.ts
- License
- Apache-2.0
- Instructions
- 196 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
- Instructions call the network
Files (4)
- SKILL.md
- detect-flicker.ts
- measure-cls.ts
- measure.ts
SKILL.md (first lines)
# Performance Measurement with Playwright CDP
Diagnose performance issues by measuring actual load times and network activity.
**Playwright is pre-installed.** Just use the measurement script.
## Quick Start
A `measure.ts` script is included in this skill's directory. Find it and run:
```bash
# Measure a page (outputs JSON with waterfall data)
npx ts-node <path-to-this-skill>/measure.ts http://localhost:3000
# Measure an API endpoint
npx ts-node <path-to-this-skill>/measure.ts http://localhost:3000/api/products
```
The script is in the same directory as this SKILL.md file.
## Understanding the Output
The script outputs JSON with:
```json
{
"url": "http://localhost:3000",
"totalMs": 1523,
"requests": [
{ "url": "http://localhost:3000/", "ms": 45.2 },
{ "url": "http://localhost:3000/api/products", "ms": 512.3 },
{ "url": "http://localhost:3000/api/featured", "ms": 301.1 }
],
"metrics": {
"JSHeapUsedSize": 4521984,
"LayoutCount": 12,
"ScriptDuration": 0.234
}
}
```
### Reading the Waterfall
The `requests` array shows network timing. Look for **sequential patterns**:
```
BAD (sequential - each waits for previous):
/api/products |████████| 512ms
/api/featured |██████| 301ms (starts AFTER products)
/api/categories |████| 201ms (starts AFTER featured)
Total: 1014ms
GOOD (parallel - all start together):
/api/products |████████| 512ms
/api/featured |██████| 301ms (starts SAME TIME)
/api/categories |████| 201ms (starts SAME TIME)
Total: 512ms (just the slowest one)
```
### Key Metrics
| Metric | What it means | Red flag |
|--------|---------------|----------|
| `totalMs` | Total page load time | > 1000ms |
| `JSHeapUsedSize` | Memory used by JS | Growing over time |
| `LayoutCount` | Layout recalculations | > 50 per page |
| `ScriptDuration` | Time in JS execution | > 0.5s |
## What to Look For
| Symptom | Likely Cause | Fix |
|---------|--------------|-----|
| Requests in sequence | Sequential `await` statements | Use `Promise.all()` |
| Same URL requested twice | Fetch before cache check | Check cache first |
| Long time before response starts | Blocking operation before sending | Make it async/non-blocking |
| High LayoutCount | Components re-rendering | Add `React.memo`, `useMemo` |
## Measuring API Endpoints Directly
For quick API timing without browser overhead:
```typescript
async function measureAPI(url: string) {
const start = Date.now();
const response = await fetch(url);
const elapsed = Date.now() - start;
return { url, time_ms: elapsed, status: response.status };
}
// Example
const endpoints = [
'http://localhost:3000/api/products',
'http://localhost:3000/api/products?cache=false',
'http://localhost:3000/api/checkout',
];
for (const endpoint of endpoints) {
const result = await measureAPI(endpoint);
console.log(`${endpoint}: ${result.time_ms}ms`);
}
```
## How the Measurement Script Works
The script uses Chrome DevTools Protocol (CDP) to intercept browser internals:
1. **Network.requestWillBeSent** - Event fired when request starts, we record timestamp
2. **Network.responseReceived** - Event fired when response arrives, we calculate duration
3. **Performance.getMetrics** - Returns Chrome's internal counters (memory, layout, script time)
This gives you the same data as Chrome DevTools Network tab, but programmatically.
## Visual Stability Measurement
### Measure CLS (Cumulative Layout Shift)
```bash
npx ts-node <path-to-this-skill>/measure-cls.ts http://localhost:3000
```From benchflow-ai/skillsbench, Apache-2.0.
More from benchflow-ai/skillsbench
- 0.552score
hex-grid-spatial
benchflow-ai
Hex grid spatial utilities for offset coordinate systems.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
grpo
benchflow-ai
Reference for the GRPO (Group Relative Policy Optimization) algorithm.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
mhc-algorithm
benchflow-ai
Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
modal-gpu
benchflow-ai
Run Python code on cloud GPUs using Modal serverless platform.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
d3-visualization
benchflow-ai
Build deterministic, verifiable data visualizations with D3.js (v6).
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
mesh-analysis
benchflow-ai
Analyzes 3D mesh files (STL) to calculate geometric properties (volume, components) and extract attribute data.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
task-review
benchflow-ai
SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric…
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
transaction-concurrency-control-foundations
benchflow-ai
Provides database transaction concurrency-control background.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
search-accommodations
benchflow-ai
Lookup accommodations by city from the bundled dataset.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
search-attractions
benchflow-ai
Retrieve attractions by city from the bundled dataset.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
civ6lib
benchflow-ai
Civilization 6 district mechanics library.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
rl-post-training
benchflow-ai
Diagnostic guide for RL-based post-training of language models (GRPO, PPO, REINFORCE, DPO).
SkillCFreshness: C★ 1.9KClaude Code +9
Signals
- Stars
- 1,870
- Forks
- 372
- Open issues
- 50
- Last commit (this folder)
- Jan 23, 2026 (9 months ago)
- Last release
- Jun 14, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/benchflow-ai/skillsbench
- Website
- www.skillsbench.ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from benchflow-ai
- 0.552score
search-attractions
benchflow-ai
Retrieve attractions by city from the bundled dataset.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
modal-gpu
benchflow-ai
Run Python code on cloud GPUs using Modal serverless platform.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
search-accommodations
benchflow-ai
Lookup accommodations by city from the bundled dataset.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
transaction-concurrency-control-foundations
benchflow-ai
Provides database transaction concurrency-control background.
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
task-review
benchflow-ai
SkillsBench task PR review — classifies the task track (standard / research / multimodal), runs static policy checks against the track-specific rubric…
SkillCFreshness: C★ 1.9KClaude Code +9 - 0.552score
mhc-algorithm
benchflow-ai
Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training.
SkillCFreshness: C★ 1.9KClaude Code +9
Cite this page
browser-testing skill. Agent Mart. https://agentmart.dev/skills/benchflow-ai-browser-testing (last updated 2026-10-24)