Omni Bench Run

Q: What is a Claude Code skill and how does the Omni Bench Run skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Omni Bench Run is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Dev Tools · Sub-category: scaffolders · Last updated: 2026-07-20

type:generator

Run a model through the omni-bench benchmark to MEASURE it — produce a run-artifact and score it, then read the numbers. Use when asked to run, benchmark, measure, evaluate, or "test the results of" a model with omni-bench — ASR (WER/CER, RTFx) or text generation (tok/s, TTFT, prefill tok/s, prompt-cache speedup). Covers the adapter seam (Transcriber/Generator), the prepare→run→score→diff CLI flow, the offline no-download smoke task, and how to interpret each metric. NOT for publishing to a leaderboard (use omni-bench-publish) or changing the framework itself (use omni-bench).

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

omni-bench measures quality + speed tied to specific hardware (ASR: WER/CER + RTFx; text generation: tok/s, TTFT/prefill, prompt-cache benefit). It is a framework, not a runner: YOU provide inference through a small adapter seam; omni-bench owns the datasets, the scoring, and the metrics. Scoring lives in one place (the Python scorer) so numbers are comparable across languages/backends — never reimplement scoring in your host.

What this skill does

Omni Bench Run is a community-contributed Claude Code skill in the scaffolders sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/omni-bench-run/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when asked to run, benchmark, measure, evaluate, or "test the results of" a model with omni-bench — ASR (WER/CER, RTFx) or text generation (tok/s, TTFT, prefill tok/s, prompt-cache speedup). Covers the adapter seam (Transcriber/Generator), the prepare→run→score→diff CLI flow, the offline no-download smoke task, and how to interpret each metric.

Who uses this skill

The Omni Bench Run Claude Code skill is built for developers, power users, and teams automating repetitive workflows and improving developer experience. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 154,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/omni-bench-run
curl -L https://claudskills.com/skills/omni-bench-run/SKILL.md \
  -o ~/.claude/skills/omni-bench-run/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/omni-bench-run/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/omni-bench-run/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\omni-bench-run\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Omni Bench Run Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/omni-bench-run/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Omni Bench Run skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Omni Bench Run skill?

Use Omni Bench Run when your Claude Code task falls under the Dev Tools category — specifically in the scaffolders area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Omni Bench Run" or describe the task and let Claude pick). Browse related skills at /category/tools/.

What is a Claude Code skill and how does the Omni Bench Run skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Omni Bench Run is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/beshkenadze/claude-skills-marketplace/blob/HEAD/skills/development/omni-bench-run/SKILL.md
Author: beshkenadze

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

beshkenadze. (2026). Omni Bench Run [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/omni-bench-run/

BibTeX

@misc{omni-bench-run-2026,
  author    = {beshkenadze},
  title     = {Omni Bench Run [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/omni-bench-run/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/omni-bench-run.svg)](https://claudskills.com/skills/omni-bench-run/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-07-20 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/omni-bench-run/#security)

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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