reproducibility-check

Source: https://github.com/aipoch/medical-research-skills

When to Use

Use this skill when you need to assess or improve research reproducibility, for example:

Mode A — Methods Completeness Audit (diagnostic)

1. Pre-submission self-check to ensure the Methods section is complete before journal submission.
2. Replication feasibility review to determine whether another lab/team could repeat the work.
3. Peer review / methodological audit to identify missing details, ambiguities, or under-specified procedures.
4. Internal lab documentation check to improve protocol clarity and reduce tacit knowledge.
5. Meta-research / reproducibility screening to triage papers by reproducibility risk.

Mode B — Open Science Best Practices (prescriptive) 6. Pre-registration guidance for hypotheses, methods, and analysis plans before data collection. 7. FAIR data management to make data findable, accessible, interoperable, and reusable. 8. Code and computational environment sharing (Docker, Binder, GitHub, Zenodo). 9. Replication study design (direct/conceptual replication, safeguard power analysis). 10. Reporting transparency following CONSORT, STROBE, ARRIVE, PRISMA guidelines. 11. Open science practices (badges, registered reports, preprints, open access).