Use this for the reproducibility track. IEEE VIS does not use ACM-style artifact badges; its recognition is the Graphics Replicability Stamp Initiative (GRSI) — issued to TVCG papers as the TVCG Replicability Stamp — plus the conference's Open Practices program. Two things to internalize: the stamp is earned by an independent volunteer actually reproducing your results from a public archive, and the review artifact (anonymized, for your paper's reviewers) is not the same deliverable as the stamp artifact (de-anonymized, permanently archived).
Vis Artifact Evaluation 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-artifact-evaluation/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when packaging an IEEE VIS artifact for the Graphics Replicability Stamp Initiative (GRSI) / TVCG Replicability Stamp and the IEEE VIS Open Practices program, covering what an independent GRSI volunteer reproduces first, DOI-issuing archives, evaluator-proof documentation for visualization code and data, and how VIS reproducibility differs from ACM-style artifact badges.
The Vis Artifact Evaluation 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 174,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/vis-artifact-evaluation curl -L https://claudskills.com/skills/vis-artifact-evaluation/SKILL.md \ -o ~/.claude/skills/vis-artifact-evaluation/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/vis-artifact-evaluation/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/vis-artifact-evaluation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\vis-artifact-evaluation\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-artifact-evaluation/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 Artifact Evaluation 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-artifact-evaluation-2026,
author = {brycewang-stanford},
title = {Vis Artifact Evaluation [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/vis-artifact-evaluation/}
}Grade A · scanned 2026-08-02 — 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:
Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore
SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.