Individual skill
reproducibility-statement
Prepare the reproducibility, transparency and open-science parts of a paper, including data and code availability statements, reproducibility checklists (NeurIPS, ICML, ICLR, ACL Responsible NLP, Nature reporting summaries), research artifact packaging (Zenodo DOI, CITATION.cff, environment lockfiles, seeds), ethics/broader-impact statements, CRediT author contributions, competing interests and AI-use disclosures. Use when a venue requires any of these statements or checklists, or when preparing code/data for release alongside a paper.
plugins/KalarisLabs/research-agent-skills/skills/reproducibility-statement/SKILL.md
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- Last checked
- Nov 4, 2026
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- Repository last updated
- Nov 6, 2026
- License
- Apache-2.0
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# Reproducibility and Transparency Statements
## Workflow
1. List every statement and checklist the venue requires (section 1).
2. Deposit data and code, and obtain persistent identifiers before writing the statements.
3. Draft each statement with concrete locations, licenses and access conditions.
4. Verify every link and accession while logged out. Never claim availability that does not exist yet.
5. Answer checklists honestly, with a justification for each "No".
Editors increasingly desk-reject for missing or vague statements, and reviewers
check them. Treat each as a precise, verifiable claim, never boilerplate.
## 1. Find out what the venue requires