ESEC/FSE Paper Reproducibility
Strengthens empirical reproducibility and open-science compliance for ESEC/FSE and software engineering research papers.
The ESEC/FSE Paper Reproducibility skill prepares academic submissions and camera-ready papers for stringent open-science standards required by leading software engineering venues like ACM ESEC/FSE. It systematically maps claims to artifact evidence, audits Data Availability statements to eliminate vague claims, pins data provenance (including repository SHAs, LLM prompt caching, and random seeds), and establishes honest reproducibility levels (turnkey, scripted, or descriptive). This skill is essential for researchers aiming to pass double-anonymous review requirements and secure ACM artifact evaluation badges without discrepancies between the paper and the code repository.