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Jcrd Reproducibility

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件构建可复现性与实验可重复证据时调用。覆盖环境与依赖版本固定、随机种子与非确定性控制、数据集版本与抽取日期钉死、大模型/API 输出缓存、硬件与度量口径记录、双盲下的匿名可运行材料、诚实的可用性说明，以及让外审专家在不联系作者情况下重跑主结果的组织方式。适用于把一份 JCRD 中文稿件的实验做到可被第三方在受控条件下重复、并经得起外审可复现质疑的场景。
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From the source SKILL.md

本技能帮助为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件建立 可复现性证据。JCRD 实行双盲多轮同行评审，外审专家常就「结果能否重复」提出质疑；一份在 设计期就钉死来源、控制随机性、并提供匿名可运行材料的稿件，能显著缩短评审轮次。可复现不是事后补的 包装，而是采集期就要做的工程纪律。

What this skill does

Jcrd Reproducibility 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/jcrd-reproducibility/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Jcrd Reproducibility 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 168,000+ 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/jcrd-reproducibility
curl -L https://claudskills.com/skills/jcrd-reproducibility/SKILL.md \
  -o ~/.claude/skills/jcrd-reproducibility/SKILL.md

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

Skills live at ~/.claude/skills/jcrd-reproducibility/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\jcrd-reproducibility\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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Jcrd Reproducibility Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/jcrd-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Jcrd Reproducibility skill do?
在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件构建可复现性与实验可重复证据时调用。覆盖环境与依赖版本固定、随机种子与非确定性控制、数据集版本与抽取日期钉死、大模型/API 输出缓存、硬件与度量口径记录、双盲下的匿名可运行材料、诚实的可用性说明，以及让外审专家在不联系作者情况下重跑主结果的组织方式。适用于把一份 JCRD 中文稿件的实验做到可被第三方在受控条件下重复、并经得起外审可复现质疑的场景。
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 Jcrd Reproducibility skill?
Use Jcrd Reproducibility 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 Jcrd Reproducibility" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Jcrd Reproducibility 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. Jcrd Reproducibility 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/.

Attribution & license

Cite this skill

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

APA
brycewang-stanford. (2026). Jcrd Reproducibility [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/jcrd-reproducibility/
BibTeX
@misc{jcrd-reproducibility-2026,
  author    = {brycewang-stanford},
  title     = {Jcrd Reproducibility [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/jcrd-reproducibility/}
}

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