Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / General / automation

Embodied Eval Automation

Category: General  ·  Sub-category: automation  ·  Last updated:
type:audittype:integration
Plan, build, run, monitor, validate, transfer, and audit reproducible batch episode collection for policy, VLA, world-model, or hybrid models on embodied benchmarks and simulators. Use when a user provides or wants to connect a local/SSH/cloud GPU host, reuse existing model or benchmark assets, obtain GitHub or Hugging Face resources, compare native and unified episode formats, create adapters and validators, stage single-request through batch runs, recover interrupted jobs, manage disk and GPU limits, or deliver auditable episode datasets and reports.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

Treat every run as a resumable, evidence-backed state machine. Do not equate a live process, installed environment, or successful import with completed episode collection. The user-approved scope, not a full benchmark by default, defines completion.

What this skill does

Embodied Eval Automation is a community-contributed Claude Code skill in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/embodied-eval-automation/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when a user provides or wants to connect a local/SSH/cloud GPU host, reuse existing model or benchmark assets, obtain GitHub or Hugging Face resources, compare native and unified episode formats, create adapters and validators, stage single-request through batch runs, recover interrupted jobs, manage disk and GPU limits, or deliver auditable episode datasets and reports.

Who uses this skill

The Embodied Eval Automation Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 206,000+ 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/embodied-eval-automation
curl -L https://claudskills.com/skills/embodied-eval-automation/SKILL.md \
  -o ~/.claude/skills/embodied-eval-automation/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/embodied-eval-automation/. Claude Code auto-discovers it on next session.

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

Telegram

📱 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.

Frequently asked questions

How do I install the Embodied Eval Automation Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/embodied-eval-automation/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Embodied Eval Automation skill do?
Plan, build, run, monitor, validate, transfer, and audit reproducible batch episode collection for policy, VLA, world-model, or hybrid models on embodied benchmarks and simulators. Use when a user provides or wants to connect a local/SSH/cloud GPU host, reuse existing model or benchmark assets, obtain GitHub or Hugging Face resources, compare native and unified episode formats, create adapters and validators, stage single-request through batch runs, recover interrupted jobs, manage disk and GPU limits, or deliver auditable episode datasets and reports.
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 Embodied Eval Automation skill?
Use Embodied Eval Automation when your Claude Code task falls under the General category — specifically in the automation 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 Embodied Eval Automation" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Embodied Eval Automation 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. Embodied Eval Automation is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

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

APA
Evidentiary-operatingmicroscope154. (2026). Embodied Eval Automation [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/embodied-eval-automation/
BibTeX
@misc{embodied-eval-automation-2026,
  author    = {Evidentiary-operatingmicroscope154},
  title     = {Embodied Eval Automation [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/embodied-eval-automation/}
}

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/embodied-eval-automation.svg)](https://claudskills.com/skills/embodied-eval-automation/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/embodied-eval-automation.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/embodied-eval-automation.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Embodied Eval Automation"></iframe>

Security scan

Grade A · scanned 2026-10-11 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (network), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

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

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/embodied-eval-automation/#security)

Free. No spam. Unsubscribe in one click.

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore