Use this before submission and again before camera-ready. IEEE VIS's Open Practices posture and the Graphics Replicability Stamp make reproducibility a visible dimension, not a courtesy: reviewers routinely open the supplemental code, data, and video, and the TVCG camera-ready collects open-practices disclosures. The goal is that a competent reader could rebuild your figures, rerun your study analysis, and reach your conclusions.
Vis 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/vis-reproducibility/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when strengthening IEEE VIS reproducibility and open-practices evidence, covering the open-materials statement, anonymized-but-runnable code and stimuli, preregistration of perceptual and user studies, provenance for datasets and rendering pipelines, claim-to-figure mapping, honest degrees of reproducibility, and consistency between what the TVCG paper says and what the supplemental archive contains.
The Vis 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).
mkdir -p ~/.claude/skills/vis-reproducibility curl -L https://claudskills.com/skills/vis-reproducibility/SKILL.md \ -o ~/.claude/skills/vis-reproducibility/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/vis-reproducibility/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/vis-reproducibility/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\vis-reproducibility\SKILL.md on Windows. See the full install guide for step-by-step instructions.
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 →
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.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/vis-reproducibility/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.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. Vis 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/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{vis-reproducibility-2026,
author = {brycewang-stanford},
title = {Vis Reproducibility [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/vis-reproducibility/}
}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 ›
Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.