Individual skill

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.

Population-and-Development-Review-Skills/skills/popdevr-transparency-and-data/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Not checked yet
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,410
Repository last updated
Sep 27, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# 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
Back to top