domains / families / research / reproducibility-check

reproducibility-check

separate

Comprehensive reproducibility tool — audit Methods completeness for replication AND promote open science best practices (pre-registration, FAIR data, code sharing, replication design, reporting transparency); trigger when preparing a manuscript, reviewing methodological comple...

When to use

• **Pre-submission self-check** to ensure the Methods section is complete before journal submission.
• **Replication feasibility review** to determine whether another lab/team could repeat the work.
• **Peer review / methodological audit** to identify missing details, ambiguities, or under-specified procedures.
• **Internal lab documentation check** to improve protocol clarity and reduce tacit knowledge.
• **Meta-research / reproducibility screening** to triage papers by reproducibility risk.
• **Pre-registration guidance** for hypotheses, methods, and analysis plans before data collection.
• **FAIR data management** to make data findable, accessible, interoperable, and reusable.
• **Code and computational environment sharing** (Docker, Binder, GitHub, Zenodo).

When not to use

• Assessing abstracts, results, or discussion without full Methods section

Skill page

Source