AAAI Reproducibility is a Quality skill for Claude Code, published by brycewang-stanford in Awesome-Journal-Skills.
Audit an AAAI paper's reproducibility checklist, experimental traceability, seed/hyperparameter reporting, compute disclosure, dataset licensing, and code readiness to survive AAAI's Phase-1 rigor review.
AAAI Reproducibility is cataloged under Quality on DirSkills. AAAI Reproducibility comes from a repository tagged academic-research, academic-writing, agent-skills, ai-agents and anthropic.
Documentation
Use this when a draft needs to survive AAAI review on rigor, not just novelty. AAAI-26 required a reproducibility checklist after references, so the checklist must agree with the paper and supplement rather than read as an afterthought.
This is the opening of the README. Read the full README on GitHub.
AAAI Reproducibility is one of 53 skills that DirSkills catalogs from brycewang-stanford/Awesome-Journal-Skills, the repository it ships in. Its siblings there include AAAI Artifact Evaluation, AAAI Author Response and AAAI Camera Ready. Each one is a separate skill with its own page in this directory, installs the same way AAAI Reproducibility does, and is maintained by brycewang-stanford in that same repository. The rest of the collection is listed on the brycewang-stanford/Awesome-Journal-Skills page.
AAAI Reproducibility ranks #851 by stars among the 1897 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of AAAI Reproducibility against them. Open each page to compare what they document and how they install.
AAAI Reproducibility is one of 53 skills cataloged on DirSkills from brycewang-stanford/Awesome-Journal-Skills.
AAAI Reproducibility is one of 1897 Quality skills cataloged on DirSkills, ranked #851 by stars among them.