Use this after acceptance, when deciding whether and how to enter MLSys artifact evaluation. AE is one of this venue's defining institutions: a separate committee evaluates how well artifacts support the paper's claims and awards badges. In the 2026 cycle (verified 2026-07-08): submission of artifact abstract, paper PDF, and Artifact Appendix to a dedicated AE site by March 8; evaluation window March 8 - April 8; badges for Availability, Functional, and Reproducible; anonymous reviewer-author interaction during evaluation; and a small number of Distinguished Artifact Awards for exceptional…
Mlsys 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/mlsys-artifact-evaluation/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when packaging an accepted MLSys paper's code, configs, and measurement scripts for the venue's post-acceptance artifact evaluation, targeting the Availability, Functional, and Reproducible badges, writing the Artifact Appendix, handling hardware that AE reviewers cannot access, and answering anonymous evaluator questions.
The Mlsys 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/mlsys-artifact-evaluation curl -L https://claudskills.com/skills/mlsys-artifact-evaluation/SKILL.md \ -o ~/.claude/skills/mlsys-artifact-evaluation/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/mlsys-artifact-evaluation/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/mlsys-artifact-evaluation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\mlsys-artifact-evaluation\SKILL.md on Windows. See the full install guide for step-by-step instructions.
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SKILL.md from the source repository to ~/.claude/skills/mlsys-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. Mlsys 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{mlsys-artifact-evaluation-2026,
author = {brycewang-stanford},
title = {Mlsys Artifact Evaluation [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/mlsys-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 ›
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.