JCRD Reproducibility & Artifact Packaging
Establishes rigorous experimental reproducibility frameworks and anonymous runnable artifacts for submissions to the Journal of Computer Research and Development.
Establishes rigorous experimental reproducibility frameworks and anonymous runnable artifacts for submissions to the Journal of Computer Research and Development.
Designed specifically for researchers preparing submissions for the Journal of Computer Research and Development (《计算机研究与发展》, JCRD), this skill helps authors build bulletproof reproducibility packages that withstand rigorous double-blind peer review. It guides users through environment dependency freezing, random seed and non-determinism management, dataset versioning, LLM API response caching, and consistent metric measurement protocols. It also structures end-to-end anonymous code repositories with clear execution scripts mapped directly to manuscript figures and tables, ensuring external reviewers can effortlessly reproduce core findings without author intervention.