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Cjc Reproducibility

Category: General  ·  Sub-category: general-misc  ·  Last updated:
在为投向《计算机学报》(Chinese Journal of Computers, CJC) 的实证或系统类长文构建可复现性与实验可重复保障时调用。覆盖实验环境与依赖固定、随机种子与统计稳定性、数据来源与预处理的可追溯记录、基线与超参数的公平呈现、机器学习/数据挖掘研究的数据泄漏与污染防范、复现脚本与论文表图的一一对应，以及在双盲外审下如何组织可核验又不暴露作者身份的复现材料。适用于让计算机全学科中文原创研究经受三审专家对结果可信度的审查。
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From the source SKILL.md

《计算机学报》(Chinese Journal of Computers, CJC) 是 CCF A 类综合性中文月刊，以原创长文为主， 外审专家会实质性追问"这些结果换个人、换台机器能不能复现"。可复现性不是投稿时才补的装饰，而是从 实验设计与数据采集之时就要固化的工程纪律：环境、种子、数据、脚本、版本一旦当时没记，事后无法 重建。本技能给出面向 CJC 长文的可复现性做法，与 cjc-experiments（实验设计）、 cjc-artifact-evaluation（制品托管）配套使用。事实核验日期 2026-07-09，未确认的本刊具体要求标 待核实。

What this skill does

Cjc Reproducibility is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/cjc-reproducibility/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Cjc Reproducibility 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 196,000+ 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/cjc-reproducibility
curl -L https://claudskills.com/skills/cjc-reproducibility/SKILL.md \
  -o ~/.claude/skills/cjc-reproducibility/SKILL.md

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

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

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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

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Frequently asked questions

How do I install the Cjc Reproducibility Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/cjc-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Cjc Reproducibility skill do?
在为投向《计算机学报》(Chinese Journal of Computers, CJC) 的实证或系统类长文构建可复现性与实验可重复保障时调用。覆盖实验环境与依赖固定、随机种子与统计稳定性、数据来源与预处理的可追溯记录、基线与超参数的公平呈现、机器学习/数据挖掘研究的数据泄漏与污染防范、复现脚本与论文表图的一一对应，以及在双盲外审下如何组织可核验又不暴露作者身份的复现材料。适用于让计算机全学科中文原创研究经受三审专家对结果可信度的审查。
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 Cjc Reproducibility skill?
Use Cjc Reproducibility when your Claude Code task falls under the General category — specifically in the general 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 Cjc Reproducibility" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Cjc 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. Cjc Reproducibility 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
brycewang-stanford. (2026). Cjc Reproducibility [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/cjc-reproducibility/
BibTeX
@misc{cjc-reproducibility-2026,
  author    = {brycewang-stanford},
  title     = {Cjc Reproducibility [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/cjc-reproducibility/}
}

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Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.

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