Individual skill
mlsys-artifact-evaluation
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.
MLSys-Skills/skills/mlsys-artifact-evaluation/SKILL.md
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# MLSys Artifact Evaluation
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 packages. Reopen the current Call for Artifact
Evaluations before relying on any of these mechanics.
## Badge strategy — decide the target first
