performance:benchmark SKILL.md skillA

performance:benchmark from bendrucker/claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add bendrucker/claude/performance:benchmark@git:20261030.aa1b6af

Pins git:20261030.aa1b6af in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
bendrucker/claude
Path
plugins/performance/skills/benchmark/SKILL.md
Versions recorded
8
Latest version
git:20261030.aa1b6af, committed Oct 30, 2026
First version recorded
Sep 28, 2026
Size
9,257 bytes
Repository stars
18
License
MIT

Use when timing a program or command, asking whether a change or version made it faster, or building a benchmark harness. To hill-climb or repeatedly optimize toward a target, use performance:hill-climb.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Benchmark

Goal: a comparison the user can trust. Every arm runs the same scenario from the same starting state, the arms are interleaved so machine drift hits them equally, the noise floor is measured before any difference is read, and a difference counts only when it clears that floor.

## Tools

- `hyperfine` 2.0 or later: !`hyperfine --version 2>/dev/null || echo "not found. Required unless the project's own tooling covers its job."`
- `bun` (runs `compare.ts`): !`bun --version 2>/dev/null || echo "not found. Required for compare.ts."`

## Existing Tooling

Look for the project's own benchmarks before building one: package scripts, a `bench/` directory, benchmark tests, CI jobs that time something. Check each against the requirements the setup below is built to meet:

- **Scenario.** It runs the scenario the user cares about, from the same starting state every run.
- **Isolation.** Network, remote state, and caches are stubbed, held fixed, or reset per run.
- **Interleaving.** Arms alternate within one run or one process, so drift hits every arm.
- **Samples.** It keeps every run's measurement, enough of them to show an A/A noise floor, not only a mean.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add bendrucker/claude/performance:benchmark@sha256:f54a9912811b2e8d

The line at the top of this page pins the label git:20261030.aa1b6af, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_uywxlopr6yt3ikod.svg)](https://markdownregistry.com/a/art_uywxlopr6yt3ikod)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Sep 28, 2026 and Oct 30, 2026, about one every 5 days.

versioncommittedcommitsizeaudit
git:20261030.aa1b6af latest2026-10-30 aa1b6af 9,257 BA view · diff
git:20261027.cc755982026-10-27 cc75598 9,137 BA view · diff
git:20261027.c42352d2026-10-27 c42352d 9,031 BA view · diff
git:20261027.f5dc7452026-10-27 f5dc745 9,020 BA view · diff
git:20261016.768bc2d2026-10-16 768bc2d 7,774 BA view · diff
git:20261016.37f35d22026-10-16 37f35d2 7,524 BA view · diff
git:20261016.67e26c62026-10-16 67e26c6 7,691 BA view · diff
git:20260928.edc05322026-09-28 edc0532 7,511 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9257 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

bendrucker/claude · 18 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uywxlopr6yt3ikod
GET https://markdownregistry.com/api/v1/resolve?ref=bendrucker/claude/performance:benchmark
GET https://markdownregistry.com/api/v1/blob/f54a9912811b2e8d13cb1c28ee2d166a1126cc39ded4e7af528a253607cabf79

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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