popdevr-transparency-and-data
Use when preparing the data-availability statement and reproducibility materials for a Population and Development Review (PDR, Wiley / Population Council) manuscript. PDR follows Wiley's data-sharing and research-integrity expectations — a data availability statement, ORCID, and reproducible, well-documented materials deposited in a FAIR repository (verify current policy). Covers restricted-data exemptions. Prepares the materials; it does not waive requirements.
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill popdevr-transparency-and-data --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Transparency & Data (popdevr-transparency-and-data) PDR sits within **Wiley's** author and research-integrity framework: a **data availability statement** is expected, ORCID is encouraged/required for submitting authors, and authors are expected to make data and materials available where ethics and licensing permit. PDR hosts no repository of its own — *you* choose a **FAIR** repository and provide persistent identifiers. Build the materials as you go so revision and acceptance do not stall. Verify current wording on the Wiley author page and the data-policy page. 待核实. ## When to trigger - Building the reproducibility materials and the data availability statement - A manuscript reached revision/acceptance and you must finalize the statement and deposit - Data cannot be fully shared (privacy, confidentiality, DHS/census licensing, provider restrictions) and you need the exemption language - Choosing a repository and persistent identifier; setting up ORCID ## What PDR / Wiley expect (verify current policy on the author page) 1. **Data availability statement.** Include a statement describing **whether and how** the data underlying the results can be accessed. For public data, give t
- When to trigger
- What PDR / Wiley expect (verify current policy on the author page)
- Build-as-you-go checklist
- Anti-patterns
- What a reproducibility reviewer expects at PDR
- Referee-pushback patterns and the PDR-specific fix
- Output format
- Supplementary resources
What does the popdevr-transparency-and-data skill do?
Use when preparing the data-availability statement and reproducibility materials for a Population and Development Review (PDR, Wiley / Population Council) manuscript. PDR follows Wiley's data-sharing and research-integrity expectations — a data availability statement, ORCID, and reproducible, well-documented materials deposited in a FAIR repository (verify current policy). Covers restricted-data exemptions. Prepares the materials; it does not waive requirements.
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill popdevr-transparency-and-data --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.