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cjc-reproducibility

85 / 100 · Low risk

Fine to try.

By brycewang-stanford/Awesome-Journal-Skills (GitHub) · research · 1,416 stars · scanned at commit 932eb23

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。

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'cjc-reproducibility' ] || [ -L ~/.agents/skills/'cjc-reproducibility' ]; then echo 'A skill folder named cjc-reproducibility already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/brycewang-stanford/Awesome-Journal-Skills' "$d" && git -C "$d" checkout --quiet '932eb23331721b16e967c59f093781be1928b498' -- 'Chinese-Journal-of-Computers-Skills/skills/cjc-reproducibility' && mkdir -p ~/.agents/skills && cp -R "$d"/'Chinese-Journal-of-Computers-Skills/skills/cjc-reproducibility' ~/.agents/skills/'cjc-reproducibility' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'cjc-reproducibility' ~/.claude/skills/'cjc-reproducibility' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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