Performance Testing
kid-sid/claude-spellbook
A skill your agent uses when load testing a service before launch or after a significant traffic change — writing k6 or Locust scripts, setting SLO-based pass/fail thresholds, diagnosing bottlenecks…
k6 script templates, load profiles, response time thresholds, SLO validation, and performance testing strategies.
$ npx skills add vibeeval/vibecosystem --skill load-testing-patterns -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install vibeeval/vibecosystem load-testing-patterns --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/vibeeval/vibecosystem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/load-testing-patterns .claude/skills/load-testing-patterns && 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 "load-testing-patterns" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/load-testing-patterns into .claude/skills/load-testing-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "load-testing-patterns", 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/vibeeval/vibecosystem/tree/main/skills/load-testing-patternsType 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 vibeeval/vibecosystem --skill load-testing-patterns -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install vibeeval/vibecosystem load-testing-patterns --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/load-testing-patterns .agents/skills/load-testing-patterns && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "load-testing-patterns" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/load-testing-patterns into .agents/skills/load-testing-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "load-testing-patterns", 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 vibeeval/vibecosystem --skill load-testing-patterns -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install vibeeval/vibecosystem load-testing-patterns --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/load-testing-patterns .cursor/skills/load-testing-patterns && 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 "load-testing-patterns" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/load-testing-patterns into .cursor/skills/load-testing-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "load-testing-patterns", 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/vibeeval/vibecosystem.git --path skills/load-testing-patterns--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 vibeeval/vibecosystem --skill load-testing-patterns -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install vibeeval/vibecosystem load-testing-patterns --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/load-testing-patterns .gemini/skills/load-testing-patterns && 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 "load-testing-patterns" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/load-testing-patterns into .gemini/skills/load-testing-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "load-testing-patterns", 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 vibeeval/vibecosystem load-testing-patternsInstalls 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 vibeeval/vibecosystem --skill load-testing-patterns -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/load-testing-patterns .github/skills/load-testing-patterns && 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 "load-testing-patterns" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/load-testing-patterns into .github/skills/load-testing-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "load-testing-patterns", 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 vibeeval/vibecosystem --skill load-testing-patterns -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install vibeeval/vibecosystem load-testing-patterns --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/vibeeval/vibecosystem.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/load-testing-patterns .opencode/skills/load-testing-patterns && 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 "load-testing-patterns" agent skill from https://github.com/vibeeval/vibecosystem/tree/main/skills/load-testing-patterns into .opencode/skills/load-testing-patterns/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "load-testing-patterns", 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.
load-testing-patternsk6 script templates, load profiles, response time thresholds, SLO validation, and performance testing strategies.
Load Testing Patterns is an agent skill from vibeeval/vibecosystem. k6 script templates, load profiles, response time thresholds, SLO validation, and performance testing strategies.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Testing & QA, covering Load testing and Site reliability engineering. The repository describes itself as: AI software team for Claude Code - 138 agents, 295 skills, 73 hooks. Self-learning, multi-agent swarm, autonomous skill evolution. The licence is MIT.
Read from SKILL.md and the folder at commit 3b763b1. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are javascript and yaml).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Load Testing Patterns loads about 1.6k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 148 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); files beside SKILL.md are not scanned.
The full file from vibeeval/vibecosystem at commit 3b763b1, republished under its MIT licence (© vibeeval). 148 words, ~1,644 tokens.
.claude/skills/load-testing-patterns/SKILL.md (or your agent's skills folder).Performance validation with k6 for SLO-driven load testing.
import http from 'k6/http'
import { check, sleep } from 'k6'
import { Rate, Trend } from 'k6/metrics'
// Custom metrics
const errorRate = new Rate('errors')
const loginDuration = new Trend('login_duration')
// Thresholds define pass/fail criteria
export const options = {
thresholds: {
http_req_duration: ['p(95)<500', 'p(99)<1000'], // 95th < 500ms, 99th < 1s
http_req_failed: ['rate<0.01'], // Error rate < 1%
errors: ['rate<0.05'], // Custom error rate < 5%
},
scenarios: {
smoke: {
executor: 'constant-vus',
vus: 5,
duration: '1m',
}
}
}
export default function () {
const res = http.get('https://api.example.com/health')
check(res, {
'status is 200': (r) => r.status === 200,
'response time < 500ms': (r) => r.timings.duration < 500,
'body has status': (r) => JSON.parse(r.body).status === 'ok',
}) || errorRate.add(1)
sleep(1)
}export const options = {
scenarios: {
// 1. Smoke Test: verify system works under minimal load
smoke: {
executor: 'constant-vus',
vus: 3,
duration: '1m',
},
// 2. Load Test: normal expected traffic
load: {
executor: 'ramping-vus',
startVUs: 0,
stages: [
{ duration: '2m', target: 50 }, // Ramp up
{ duration: '5m', target: 50 }, // Steady state
{ duration: '2m', target: 0 }, // Ramp down
],
},
// 3. Stress Test: find breaking point
stress: {
executor: 'ramping-vus',
startVUs: 0,
stages: [
{ duration: '2m', target: 100 },
{ duration: '5m', target: 100 },
{ duration: '2m', target: 200 }, // Beyond normal
{ duration: '5m', target: 200 },
{ duration: '2m', target: 300 }, // Breaking point?
{ duration: '5m', target: 300 },
{ duration: '5m', target: 0 },
],
},
// 4. Spike Test: sudden traffic surge
spike: {
executor: 'ramping-vus',
startVUs: 0,
stages: [
{ duration: '30s', target: 10 },
{ duration: '10s', target: 500 }, // Instant spike
{ duration: '1m', target: 500 },
{ duration: '10s', target: 10 }, // Instant drop
{ duration: '1m', target: 10 },
],
},
// 5. Soak Test: sustained load over time (memory leaks, connection exhaustion)
soak: {
executor: 'constant-vus',
vus: 50,
duration: '2h',
},
}
}import http from 'k6/http'
import { check, group, sleep } from 'k6'
const BASE_URL = __ENV.BASE_URL || 'https://api.example.com'
export default function () {
// Simulate real user journey, not isolated endpoints
let token
group('01_login', () => {
const res = http.post(`${BASE_URL}/auth/login`, JSON.stringify({
email: `user${__VU}@test.com`,
password: 'testpass123'
}), { headers: { 'Content-Type': 'application/json' } })
check(res, { 'login successful': (r) => r.status === 200 })
token = JSON.parse(res.body).token
})
sleep(Math.random() * 3 + 1) // Think time: 1-4 seconds
group('02_browse_products', () => {
const headers = { Authorization: `Bearer ${token}` }
const listRes = http.get(`${BASE_URL}/products?page=1&limit=20`, { headers })
check(listRes, { 'products loaded': (r) => r.status === 200 })
const products = JSON.parse(listRes.body).data
if (products.length > 0) {
const product = products[Math.floor(Math.random() * products.length)]
const detailRes = http.get(`${BASE_URL}/products/${product.id}`, { headers })
check(detailRes, { 'product detail loaded': (r) => r.status === 200 })
}
})
sleep(Math.random() * 2 + 1)
group('03_add_to_cart', () => {
const res = http.post(`${BASE_URL}/cart/items`, JSON.stringify({
productId: 'prod_001',
quantity: 1
}), {
headers: {
'Content-Type': 'application/json',
Authorization: `Bearer ${token}`
}
})
check(res, { 'item added to cart': (r) => r.status === 201 })
})
}export const options = {
thresholds: {
// SLO: Availability > 99.9%
http_req_failed: ['rate<0.001'],
// SLO: p50 < 100ms, p95 < 500ms, p99 < 1000ms
http_req_duration: [
'p(50)<100',
'p(95)<500',
'p(99)<1000',
],
// SLO per endpoint using tags
'http_req_duration{name:login}': ['p(95)<800'],
'http_req_duration{name:get_products}': ['p(95)<200'],
'http_req_duration{name:checkout}': ['p(95)<2000'],
// SLO: Throughput > 1000 RPS
http_reqs: ['rate>1000'],
}
}
// Tag requests for per-endpoint SLOs
export default function () {
http.get(`${BASE_URL}/products`, { tags: { name: 'get_products' } })
http.post(`${BASE_URL}/auth/login`, payload, { tags: { name: 'login' } })
}# .github/workflows/load-test.yml
name: Load Test
on:
pull_request:
branches: [main]
jobs:
load-test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: grafana/k6-action@v0.3.1
with:
filename: tests/load/smoke.js
env:
BASE_URL: ${{ secrets.STAGING_URL }}
# k6 exits non-zero if thresholds fail → PR check fails© vibeeval, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/load-testing-patterns of vibeeval/vibecosystem.
Open the folder on GitHubat commit 3b763b1
Load Testing Patterns 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 |
|---|---|---|---|---|---|---|
| Load Testing Patterns this skillvibeeval/vibecosystem | 531 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Performance Testingkid-sid/claude-spellbook | 189 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Capacity PlannerFerroxLabs/wayland | 608 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | |
| Performance EngineerFerroxLabs/wayland | 608 | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| HTTP Load Profilerzebbern/claude-code-guide | 4.6k | — | ~1.6k | Automated safety check: Notes | MIT | |
| Performance Engineeringancoleman/ai-design-components | 526 | — | ~2.9k | Automated safety check: Notes | MIT |
kid-sid/claude-spellbook
A skill your agent uses when load testing a service before launch or after a significant traffic change — writing k6 or Locust scripts, setting SLO-based pass/fail thresholds, diagnosing bottlenecks…
FerroxLabs/wayland
Capacity planning expertise covering load testing methodologies, autoscaling policies, resource forecasting, performance budgets, cost-capacity curves, bottleneck identification, queue theory…
FerroxLabs/wayland
Becomes a senior performance engineer who identifies bottlenecks, designs optimization strategies, and conducts load testing using systematic profiling and benchmarking methodology.
zebbern/claude-code-guide
Run stepped HTTP load tests with ab/wrk, ramping concurrency levels to collect p50/p90/p99 latency, detect performance inflection points, and recommend optimal concurrency.
ancoleman/ai-design-components
When validating system performance under load, identifying bottlenecks through profiling, or optimizing application responsiveness.
LeoYeAI/openclaw-master-skills
Complete performance engineering system — profiling, optimization, load testing, capacity planning, and performance culture.
vibeeval/vibecosystem
Framework for measuring and tracking agent response quality over time.
vibeeval/vibecosystem
Security-focused differential code review with blast radius analysis, risk-adaptive depth (DEEP/FOCUSED/SURGICAL), git history correlation, and structured finding format.
vibeeval/vibecosystem
A skill your agent uses when making any factual claim about the codebase — existence, absence, or behavior.
vibeeval/vibecosystem
Systematic false positive verification for security findings.
vibeeval/vibecosystem
n8n otomasyon workflow'lari. An agent skill from vibeeval/vibecosystem.
vibeeval/vibecosystem
A skill your agent uses when context compression is imminent, when resuming a session, or when preserving critical decisions across long tasks.
Categories
k6 script templates, load profiles, response time thresholds, SLO validation, and performance testing strategies. Load Testing Patterns is an agent skill from vibeeval/vibecosystem. k6 script templates, load profiles, response time thresholds, SLO validation, and performance testing strategies.
Load Testing Patterns fits situations like: tasks that involve Load testing; tasks that involve Site reliability engineering.
Run `npx skills add vibeeval/vibecosystem --skill load-testing-patterns -a claude-code`. Or copy the skill folder (skills/load-testing-patterns in vibeeval/vibecosystem) into .claude/skills/load-testing-patterns in your project. Claude Code loads it when a task matches its description.
Run `npx skills add vibeeval/vibecosystem --skill load-testing-patterns -a codex`. Or copy the skill folder (skills/load-testing-patterns in vibeeval/vibecosystem) into .agents/skills/load-testing-patterns 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 vibeeval/vibecosystem --skill load-testing-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/load-testing-patterns, .gemini/skills/load-testing-patterns, .github/skills/load-testing-patterns and .opencode/skills/load-testing-patterns in your project.
SKILL.md names no scripts, command-line tools or credentials: Load Testing Patterns is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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. Review the folder before installing.
Load Testing Patterns is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.6k 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 Load Testing Patterns: Performance Testing (kid-sid/claude-spellbook, 189 stars), Capacity Planner (FerroxLabs/wayland, 608 stars), Performance Engineer (FerroxLabs/wayland, 608 stars) and HTTP Load Profiler (zebbern/claude-code-guide, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
vibeeval (a GitHub user) maintains it in vibeeval/vibecosystem, which has 531 GitHub stars. The repository holds 144 skills in this directory. The repository was last updated on August 8, 2026.
Source: vibeeval/vibecosystem on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.