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benchmarking

Skill by Blaizzy · updated · ★ 5.7k

Score 88

Use this skill when the user wants to benchmark an MLX-VLM change and present the numbers in a PR — fork-vs-main A/B comparisons, isolated-module micro-benchmarks, median-of-N timing with warmup, peak-memory reporting, correctness checks, parameter sweeps, and self-contained reproducible bench scripts to paste into a PR description. benchmarking is published by Blaizzy on GitHub.

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Works withClaude CodeClaude apps Antigravity CLI

Install benchmarking

Built from the published package, never by AI
git clone --depth 1 https://github.com/Blaizzy/mlx-vlm /tmp/mlx-vlm && mkdir -p ~/.claude/skills && cp -r /tmp/mlx-vlm/skills/skills/benchmarking ~/.claude/skills/benchmarking

Run in your terminal. Claude Code loads skills from ~/.claude/skills automatically.

Step-by-step: install benchmarking in Claude Code

Skills can run scripts on your machine. Some need an API key: check the README.

Maintenance

Last commit in the past day

Licence

MIT: permissive, fine for commercial use

Quality

Clear description, installs from GitHub, 5,652 stars, original repository

Security

No risky patterns in the files we checked

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Security check

A

No download-and-run commands, hidden instructions or signs of sending keys out were found.

Checked automatically: skills/skills/benchmarking/SKILL.md. This looks for known risky patterns and is not a full audit. How grades work

Inside the skill

  • SKILL.md4 KB

Alternatives to benchmarking

All alternatives →

benchmarking: common questions

How do I install benchmarking?

Run the command above to copy the skill into ~/.claude/skills/. Claude Code picks it up automatically.

Is benchmarking free?

The code is published under the MIT licence. The service it connects to may have its own pricing.

Is benchmarking safe to use?

It scores 88 of 100. Grades: maintenance A, licence A, quality A. Security check: grade A, no risky patterns found in the files checked. Review the code before you install. How grades work.

What are alternatives to benchmarking?

Similar skills: get-context, hig-components-menus, blueprint, agent-memory.

Add to stack

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