Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / General / general-misc

Jos Reproducibility

Category: General  ·  Sub-category: general-misc  ·  Last updated:
当你要为投向《软件学报》(Journal of Software, JOS) 的软件学科稿件建立可复现性与实验可重复保障时使用。覆盖数据/代码可用性声明、环境与依赖固定、随机性与种子控制、挖掘与大模型实验的出处锁定与输出缓存、可复现材料的目录组织与 README，以及"可根据要求提供"这类弱表述的规避，帮助你让《软件学报》(Journal of Software) 审稿人相信你的实验结果可被他人重复得到。
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

《软件学报》(Journal of Software, JOS) 的软件学科审稿人越来越看重结果能否被他人重复。虽然 本刊尚无公开的强制 artifact 评审轨道（现状 待核实，见 [jos-artifact-evaluation](../jos-artifact-evaluation/SKILL.md)），但提供可复现材料能显著增强 说服力。本技能给出让实验可重复的工程做法（来源见 [resources/official-source-map.md](../../resources/official-source-map.md)）。

What this skill does

Jos 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/jos-reproducibility/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Jos 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/jos-reproducibility
curl -L https://claudskills.com/skills/jos-reproducibility/SKILL.md \
  -o ~/.claude/skills/jos-reproducibility/SKILL.md

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

Skills live at ~/.claude/skills/jos-reproducibility/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\jos-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 Jos Reproducibility Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/jos-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Jos Reproducibility skill do?
当你要为投向《软件学报》(Journal of Software, JOS) 的软件学科稿件建立可复现性与实验可重复保障时使用。覆盖数据/代码可用性声明、环境与依赖固定、随机性与种子控制、挖掘与大模型实验的出处锁定与输出缓存、可复现材料的目录组织与 README，以及"可根据要求提供"这类弱表述的规避，帮助你让《软件学报》(Journal of Software) 审稿人相信你的实验结果可被他人重复得到。
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 Jos Reproducibility skill?
Use Jos 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 Jos 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 Jos 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. Jos 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). Jos Reproducibility [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/jos-reproducibility/
BibTeX
@misc{jos-reproducibility-2026,
  author    = {brycewang-stanford},
  title     = {Jos Reproducibility [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/jos-reproducibility/}
}

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

Security scan

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

The scan flagged 1 of 10 categories (filesystem), 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/jos-reproducibility/#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

Categories

Use cases

Popular tags

Learn

Site