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Experiment Queue

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration.

About this skill (catalog notes)

Experiment Queue includes worked examples; 8 code blocks for direct copy-paste. At roughly 1,536 words the SKILL.md is on the longer end of the catalog distribution.

Indexed lastmod
Catalog position
Science & Research · science-misc
Indexed related skills
10

How Experiment Queue fits the catalog

Experiment Queue sits in the Science & Research category under the science-misc sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Orchestrate large batches of ML experiments on SSH remote GPU servers with proper state tracking, OOM retry, stale cleanup, and wave transitions.

What this skill does

Experiment Queue is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/experiment-queue/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration.

Who uses this skill

The Experiment Queue Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 116,000+ 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/experiment-queue
curl -L https://claudskills.com/skills/experiment-queue/SKILL.md \
  -o ~/.claude/skills/experiment-queue/SKILL.md

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

Skills live at ~/.claude/skills/experiment-queue/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\experiment-queue\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 Experiment Queue Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/experiment-queue/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Experiment Queue skill do?
SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration.
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 Experiment Queue skill?
Use Experiment Queue when your Claude Code task falls under the Science & Research category — specifically in the science misc 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 Experiment Queue" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Experiment Queue 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. Experiment Queue is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Cite this skill

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

APA
ClaudSkills. (2026). Experiment Queue [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/experiment-queue/
BibTeX
@misc{experiment-queue-2026,
  author    = {ClaudSkills},
  title     = {Experiment Queue [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/experiment-queue/}
}

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