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Jos Experiments

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
当你要为投向《软件学报》(Journal of Software, JOS) 的稿件设计或打磨实验与评测时使用。覆盖研究问题 (RQ) 契约、真实系统与数据集的选取、可信基线、评价指标与统计显著性/效应量、消融与抗污染的大模型评测、挖掘类研究的出处锁定、以及威胁有效性 (threats to validity) 的分类论证，帮助你把证据与论点对齐，达到《软件学报》(Journal of Software) 软件学科同行评审对实证严谨性的要求。
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From the source SKILL.md

本技能帮你把实验做成"证据与论点相称"的样子——这是《软件学报》(Journal of Software, JOS) 软件学科评审的核心门槛。本刊审稿人来自软件工程、系统软件、数据库、安全等方向，会审计你的 数据集、基线、指标与威胁论证。方法论口径与本刊学科文化一致（见 [resources/official-source-map.md](../../resources/official-source-map.md)）。

What this skill does

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

Who uses this skill

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

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

Skills live at ~/.claude/skills/jos-experiments/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\jos-experiments\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 Experiments Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/jos-experiments/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Jos Experiments skill do?
当你要为投向《软件学报》(Journal of Software, JOS) 的稿件设计或打磨实验与评测时使用。覆盖研究问题 (RQ) 契约、真实系统与数据集的选取、可信基线、评价指标与统计显著性/效应量、消融与抗污染的大模型评测、挖掘类研究的出处锁定、以及威胁有效性 (threats to validity) 的分类论证，帮助你把证据与论点对齐，达到《软件学报》(Journal of Software) 软件学科同行评审对实证严谨性的要求。
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 Experiments skill?
Use Jos Experiments 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 Jos Experiments" or describe the task and let Claude pick). Browse related skills at /category/science/.
What is a Claude Code skill and how does the Jos Experiments 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 Experiments 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). Jos Experiments [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/jos-experiments/
BibTeX
@misc{jos-experiments-2026,
  author    = {brycewang-stanford},
  title     = {Jos Experiments [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/jos-experiments/}
}

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Grade A · scanned 2026-07-31 — free static scan against the OWASP Agentic Skills Top 10.

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More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
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