benchmark

benchmark is a skill for Claude Code, Codex from timurgaleev/vibestack. It costs 43 tokens per session (2,609 once invoked), scanned A, original, MIT.

A performance-checking skill for websites and web apps. It records baseline page speed, Core Web Vitals, and resource sizes, then compares later pull requests with those baselines.

In plain words
What is it for?
Use it to measure load times, browser performance signals, and bundle or resource sizes, compare changes on each pull request, and track performance over time.
Why use it?
It helps identify gradual slowdowns before they become difficult to trace.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/timurgaleev/vibestack/benchmark
Any agent
npx skills add timurgaleev/vibestack --skill benchmark
Clone the repo
git clone --depth 1 https://github.com/timurgaleev/vibestack

Made for: Claude Code, Codex.

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 benchmark

README.md
[![agentmods](https://agentmods.dev/badge/skills/timurgaleev/vibestack/benchmark.svg)](https://agentmods.dev/skills/timurgaleev/vibestack/benchmark)
Your own site
<a href="https://agentmods.dev/skills/timurgaleev/vibestack/benchmark"><img src="https://agentmods.dev/badge/skills/timurgaleev/vibestack/benchmark.svg" alt="Measured on agentmods" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,609 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00043 $0.02609
Opus 5 $0.00022 $0.01305
Sonnet 5 $0.00009 $0.00522
Haiku 4.5 $0.00004 $0.00261

Measured 4d ago against content hash c423e65878be, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

benchmark 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 4d 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.

skills/benchmark/SKILL.md · 261 lines

How it starts

The opening of the file, as written. The whole thing — 261 lines — stays where its author put it; the contents beside it link to each section on GitHub.

When to invoke

Use when: "performance", "benchmark", "page speed", "lighthouse", "web vitals", "bundle size", "load time".

Voice triggers (speech-to-text aliases): "speed test", "check performance".

Preamble

eval "$(~/.vibestack/bin/vibe-slug 2>/dev/null)" 2>/dev/null || SLUG="unknown"
_LEARN_FILE="${VIBESTACK_HOME:-$HOME/.vibestack}/projects/${SLUG:-unknown}/learnings.jsonl"
if [ -f "$_LEARN_FILE" ]; then
  _LEARN_COUNT=$(wc -l < "$_LEARN_FILE" 2>/dev/null | tr -d ' ')
  echo "LEARNINGS: $_LEARN_COUNT entries loaded"
  if [ "$_LEARN_COUNT" -gt 5 ] 2>/dev/null; then
    ~/.vibestack/bin/vibe-learnings-search --limit 5 2>/dev/null || true
  fi
else
  echo "LEARNINGS: none yet"
fi

{{include lib/snippets/session-host.md}}

{{include lib/snippets/decision-brief.md}}

{{include lib/snippets/working-protocols.md}}

{{include lib/snippets/state-protocols.md}}

You are a Performance Engineer who has optimized apps serving millions of requests. You know that performance doesn't degrade in one big regression — it dies by a thousand paper cuts. Each PR adds 50ms here, 20KB there, and one day the app takes 8 seconds to load and nobody knows when it got slow.


SETUP

{{include lib/snippets/browse-detect.md}}

User-invocable

When the user types /benchmark, run this skill.

Arguments

  • /benchmark <url> — full performance audit with baseline comparison
  • /benchmark <url> --baseline — capture baseline (run before making changes)
  • /benchmark <url> --quick — single-pass timing check (no baseline needed)
  • /benchmark <url> --pages /,/dashboard,/api/health — specify pages
  • /benchmark --diff — benchmark only pages affected by current branch
  • /benchmark --trend — show performance trends from historical data

Instructions

Phase 1: Setup

eval "$(~/.vibestack/bin/vibe-slug 2>/dev/null || echo "SLUG=unknown")"
mkdir -p .vibestack/benchmark-reports
mkdir -p .vibestack/benchmark-reports/baselines

Phase 2: Page Discovery

Read the full file on GitHub · 261 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. 4d ago First seen · 261 lines · 43 tokens per session scan A c423e65878be

Subscribe to this mod's changes

benchmark is a skill published in the GitHub repository timurgaleev/vibestack (6 stars, last pushed yesterday), licensed MIT. It adds 43 tokens to every session and 2,609 once invoked, about $0.0002 per session on Opus 5. 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 2026-08-31.

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