fengmo11 Paper Data Availability
Use this skill when a paper needs data/code availability statements or when results must be mapped to accessible evidence.
Inputs
- Manuscript results, figures, tables, or supplementary claims.
- Dataset names and source locations.
- Code repository or analysis scripts if available.
- Access restrictions, privacy constraints, or licensing constraints.
Workflow
- List every dataset or code artifact supporting a result.
- Map each artifact to figures, tables, or claims.
- Identify access route: public repository, controlled access, request to authors, proprietary, or unavailable.
- Record identifiers: DOI, accession, commit hash, archive URL, or planned persistent ID.
- Check README, data dictionary, licence, and reuse conditions.
- Draft a data/code availability statement.
- Flag missing author actions.
Data Gate
- Every result-supporting dataset has an access route.
- Restrictions are explained, not hidden.
- Public data includes identifier and repository.
- Code availability includes commit, release, or archive plan.
- Reuse conditions are stated when known.
When To Read References
- For statement patterns, read
references/availability-patterns.md.