benchmarking
Skill by Blaizzy · updated · ★ 5.7k
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.
Install benchmarking
Built from the published package, never by AIgit 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/benchmarkingRun in your terminal. Claude Code loads skills from ~/.claude/skills automatically.
git clone --depth 1 https://github.com/Blaizzy/mlx-vlm /tmp/mlx-vlm && mkdir -p ~/.gemini/antigravity-cli/skills && cp -r /tmp/mlx-vlm/skills/skills/benchmarking ~/.gemini/antigravity-cli/skills/benchmarkingAntigravity CLI loads skills from ~/.gemini/antigravity-cli/skills, or .agents/skills for one project.
Skills can run scripts on your machine. Some need an API key: check the README.
Last commit in the past day
MIT: permissive, fine for commercial use
Clear description, installs from GitHub, 5,652 stars, original repository
No risky patterns in the files we checked
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Security check
ANo 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
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SKILL.md4 KB
Alternatives to benchmarking
All alternatives →Mandatory design-brief gate for clarifying the product and outcome. Use before ideation, image-to-code builds, redesigns, or product UI work to clarify missing product information and play back the brief before proceeding.
Check for .claude/apple-design-context.md before asking questions. Use existing context and only ask for information not already covered.
Turn a one-line objective into a step-by-step construction plan any coding agent can execute cold. Each step has a self-contained context brief — a fresh agent in a new session can pick up any step without reading prior steps.
A hybrid memory system that provides persistent, searchable knowledge management for AI agents.
Manage context engineering configurations, RTK filter sets, and conversation sessions from the CLI. Apply context-relay settings and inspect active context pipelines.
Write a compact, decision-ready handoff so the next session (or the user) can continue without reconstructing the current one. Use when the session is ending, context is running low, the user asks for a handoff / 'pass the baton' / 'hand off', or a long-running operation needs a durable state checkpoint.
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.
