UAI posted no separate artifact-evaluation track or badge system for the 2026 cycle (existence of one in later cycles: 待核实). What it did post is sharper than a badge: code and data release is strongly encouraged, a 50 MB anonymous ZIP rides with the submission, and reviewers judge whether claims are "backed up convincingly." The artifact's job is to convert a skeptical probabilistic-ML reviewer's spot-check into confirmation.
Uai 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/uai-artifact-evaluation/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when packaging code, data, samplers, solvers, and logs for a UAI submission's 50 MB supplementary ZIP or a public post-acceptance release, making probabilistic-inference claims independently runnable while keeping every file double-blind, given that UAI reviewers may open the archive but are not obliged to read it.
The Uai 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/uai-artifact-evaluation curl -L https://claudskills.com/skills/uai-artifact-evaluation/SKILL.md \ -o ~/.claude/skills/uai-artifact-evaluation/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/uai-artifact-evaluation/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/uai-artifact-evaluation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\uai-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/uai-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. Uai 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{uai-artifact-evaluation-2026,
author = {brycewang-stanford},
title = {Uai Artifact Evaluation [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/uai-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:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.