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

Jonc Reproducibility

Category: General  ·  Sub-category: general-misc  ·  Last updated:
当为《通信学报》(Journal on Communications, JOC) 稿件建立可复现性与实验可重复保障时调用；用于让 Journal on Communications 外审能按说明在声明环境下复现通信仿真主结果。指导固定通信仿真的信道实现、随机种子、蒙特卡洛次数、参数表与数据集划分，规范复现包（环境依赖、config、脚本、校验和）的组织，防范数据泄漏与"精挑参数"，处理受限数据/私有信道测量的可获取性说明，并把复现信息恰当写入正文实验设置与数据可用性声明，帮助把一篇通信/网络/信息安全/信号处理方向的中文长文做到外审能按说明在声明环境下复现主结果，提升本刊三审制下对实证可信度的评价。
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

本技能帮助让《通信学报》(Journal on Communications, JOC) 稿件的实验可被复现。JOC 由中国通信 学会主办，虽无独立制品徽章制度（见 jonc-artifact-evaluation），但通信仿真结果的可复现性是外审 判断可信度的核心。以下与 2026-07-09 核验的本刊定位一致（见 resources/official-source-map.md）。

What this skill does

Jonc 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/jonc-reproducibility/ and loads when your prompt matches the skill's trigger.

Who uses this skill

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

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

Skills live at ~/.claude/skills/jonc-reproducibility/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\jonc-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 Jonc Reproducibility Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/jonc-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Jonc Reproducibility skill do?
当为《通信学报》(Journal on Communications, JOC) 稿件建立可复现性与实验可重复保障时调用；用于让 Journal on Communications 外审能按说明在声明环境下复现通信仿真主结果。指导固定通信仿真的信道实现、随机种子、蒙特卡洛次数、参数表与数据集划分，规范复现包（环境依赖、config、脚本、校验和）的组织，防范数据泄漏与"精挑参数"，处理受限数据/私有信道测量的可获取性说明，并把复现信息恰当写入正文实验设置与数据可用性声明，帮助把一篇通信/网络/信息安全/信号处理方向的中文长文做到外审能按说明在声明环境下复现主结果，提升本刊三审制下对实证可信度的评价。
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 Jonc Reproducibility skill?
Use Jonc 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 Jonc 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 Jonc 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. Jonc 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). Jonc Reproducibility [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/jonc-reproducibility/
BibTeX
@misc{jonc-reproducibility-2026,
  author    = {brycewang-stanford},
  title     = {Jonc Reproducibility [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/jonc-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/jonc-reproducibility.svg)](https://claudskills.com/skills/jonc-reproducibility/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/jonc-reproducibility.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/jonc-reproducibility.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Jonc Reproducibility"></iframe>

Security scan

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

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/jonc-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