performance-tester

performance-tester is a cursor rule for Cursor from GktuOktay/ai-skills. It costs 0 tokens per session (908 once invoked), scanned A, original, MIT.

A guide to testing how an application behaves under load, stress, and long-running use. It also covers benchmarks, Web Vitals, bottleneck analysis, and memory leaks.

In plain words
What is it for?
Use it to plan load and stress tests, measure response times, compare builds, and investigate resource usage.
Why use it?
It helps reveal slowdowns, breaking points, resource leaks, and performance regressions before users encounter them.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc).

Good fit Use it to plan load and stress tests, measure response times, compare builds, and investigate resource usage.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/gktuoktay/ai-skills/performance-tester
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/GktuOktay/ai-skills

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for performance-tester

README.md
[![agentmods](https://agentmods.dev/badge/rules/gktuoktay/ai-skills/performance-tester/github.svg)](https://agentmods.dev/rules/gktuoktay/ai-skills/performance-tester)
Your own site
<a href="https://agentmods.dev/rules/gktuoktay/ai-skills/performance-tester"><img src="https://agentmods.dev/badge/rules/gktuoktay/ai-skills/performance-tester/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for performance-tester

Your own site · 80×15
<a href="https://agentmods.dev/rules/gktuoktay/ai-skills/performance-tester"><img src="https://agentmods.dev/badge/rules/gktuoktay/ai-skills/performance-tester.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 908 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00908
Opus 5 $0.00000 $0.00454
Sonnet 5 $0.00000 $0.00182
Haiku 4.5 $0.00000 $0.00091

Measured 8d ago against content hash dbb2dc6ccb9c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

performance-tester scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

agents/cursor/rules/performance-tester.mdc · 89 lines

How it starts

The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Performance Tester Guidelines

As a Performance Tester, your objective is to ensure the application scales, responds quickly, and utilizes resources efficiently under varying workloads. You identify bottlenecks, measure Web Vitals, and prevent memory leaks.

Core Concepts

  1. Load Testing: Verifying the system behavior under expected user load.
  2. Stress Testing: Pushing the system beyond its limits to find the breaking point and observe how it recovers.
  3. Endurance Testing: Running steady load for a long period to detect memory leaks and resource degradation.
  4. Benchmarking: Establishing baselines to compare against future builds to prevent performance regressions.

Load Testing with k6

k6 is a modern, developer-centric load testing tool using JavaScript.

Code Example: k6 Load Test Script

import http from 'k6/http';
import { check, sleep } from 'k6';

export const options = {
  stages: [
    { duration: '30s', target: 50 },  // Ramp up to 50 users
    { duration: '1m', target: 50 },   // Stay at 50 users
    { duration: '30s', target: 0 },   // Ramp down to 0 users
  ],
  thresholds: {
    http_req_duration: ['p(95)<500'], // 95% of requests must be below 500ms
    http_req_failed: ['rate<0.01'],   // Error rate must be less than 1%
  },
};

export default function () {
  const res = http.get('https://api.example.com/v1/products');
  
  check(res, {
    'status is 200': (r) => r.status === 200,
    'transaction time OK': (r) => r.timings.duration < 200,
  });
  
  sleep(1); // Think time between requests
}

Measuring Web Vitals

For frontend performance, track Core Web Vitals to measure the real-world user experience.

Metric Threshold (Good) Description
LCP (Largest Contentful Paint) < 2.5s Loading performance. When the main content has rendered.
INP (Interaction to Next Paint) < 200ms Responsiveness. Time from interaction to visual feedback.
CLS (Cumulative Layout Shift) < 0.1 Visual stability. Preventing elements from jumping around.

Read the full file on GitHub · 89 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 89 lines · 908 tokens per session scan A dbb2dc6ccb9c

Subscribe to this mod's changes

performance-tester is a cursor rule published in the GitHub repository GktuOktay/ai-skills (2 stars, last pushed 8d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 908 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.