Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Authors
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

ProTermsPrivacyRefunds
Back to skills

Wp Transparency And Data Policy

ASecurity

Use when preparing replication / transparency materials for a World Politics manuscript. World Politics requires authors who rely on quantitative data to deposit replication materials in the World Politics Dataverse after acceptance and before publication, with an explanatory file that lets others replicate the exact numerical results; embargoes up to two years may be approved by the editorial committee. Prepares the package; it does not waive requirements.

1,052 stars
0 votes
0 copies
0 views
Added 6/5/2026
ai-agentsrustgogitdocumentation

Security Analysis

A100/100

Scanned 6/5/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill wp-transparency-and-data-policy --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Wp Transparency And Data Policy?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Wp Transparency And Data Policy
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-wp-transparency-and-data-policy/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-wp-transparency-and-data-policy)

More formats (shields.io, HTML) on the badges page.

Download with Pro
Files
SKILL.md
---
name: wp-transparency-and-data-policy
description: Use when preparing replication / transparency materials for a World Politics manuscript. World Politics requires authors who rely on quantitative data to deposit replication materials in the World Politics Dataverse after acceptance and before publication, with an explanatory file that lets others replicate the exact numerical results; embargoes up to two years may be approved by the editorial committee. Prepares the package; it does not waive requirements.
---

# Transparency & Data Policy (wp-transparency-and-data-policy)

World Politics has a **Dataverse archive**, and **authors who rely on quantitative data must deposit**
their materials there **after a piece is accepted but prior to publication**. The deposited file must
let others **replicate the exact numerical results**. Build the package as you go so acceptance does
not stall.

## When to trigger

- Building the replication package for a quantitative or mixed-method paper
- A manuscript has been **accepted** and you must deposit before publication
- Original/proprietary data require an **embargo** and you need the approval path
- Documenting qualitative/comparative-historical sources for transparency

## What World Politics requires (verify current wording on the policy page)

1. **Deposit to the World Politics Dataverse.** After acceptance and **before publication**, authors
   relying on quantitative data place materials in this trusted digital repository — not a personal
   site or generic cloud link.
2. **What to include.** The original data; specialized computer programs; lists of program recodes;
   extracts of existing data files; and — most importantly — an **explanatory file (README)** that
   describes what is in the data, how it was created, the sources it was drawn from, and **how to
   replicate the exact numerical results**.
3. **State availability in the article.** The published piece must indicate where/how the data are
   available.
4. **Embargoes.** Embargoes on original, proprietary data for **up to two years** beyond publication
   (or other special circumstances) may be granted, but require **editorial-committee approval before
   publication**. Junior scholars collecting original data for other projects may request longer.

## Qualitative & comparative-historical transparency
- Document the **evidentiary basis**: which archival documents, interviews, or fieldnotes support which
  inferential step. Evidence tables and active citation (ATI) make process-tracing claims auditable.
- Use access-controlled repositories (e.g., QDR) where sensitivity or human-subjects concerns require
  it; reconcile with the **APSA Principles and Guidance for Human Subjects Research** (see
  `wp-review-process`).

## Build-as-you-go checklist

- [ ] One **master script** regenerates **every** table and figure from raw/constructed data
- [ ] **README** documents contents, construction, sources, and how to replicate exact results
- [ ] **Seeds** set and reported for every stochastic step
- [ ] Software/package **versions pinned** (`renv.lock` / `requirements.txt` / recorded installs)
- [ ] Exhibit numbers in the manuscript **match** the package output exactly
- [ ] Data-availability statement drafted for the article
- [ ] Embargo (if any) justified and slated for **editorial-committee approval** before publication
- [ ] Qualitative sources documented (evidence tables / access-controlled repository where needed)

## Anti-patterns

- Treating the deposit as optional when the paper relies on quantitative data (it is required)
- Depositing code that does not reproduce the published numbers
- A personal URL instead of the World Politics Dataverse
- Assuming an embargo without editorial-committee approval
- Undocumented, un-seeded, unpinned code that "works on my machine"

## Output format

```
【Repository】World Politics Dataverse — package staged? [Y/N]
【Reproduces exact results?】master script verified locally? [Y/N]
【Documentation】README + provenance + seeds + pinned versions? [Y/N]
【Data-availability statement】drafted for the article? [Y/N]
【Embargo?】needed? justified for editorial-committee approval?
【Qualitative transparency】evidence/sources documented? [Y/N/NA]
【Next】wp-review-process
```

## Supplementary resources

- [`../../resources/external_tools.md`](../../resources/external_tools.md) — reproducibility tooling and qualitative-transparency options (QDR, ATI)
- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — World Politics Dataverse policy and embargo terms

Attribution

brycewang-stanfordbrycewang-stanford
View sourceMore from brycewang-stanford →
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Related Skills

Caveman

Ultra-compressed communication mode that cuts output tokens while keeping technical accuracy. Levels: lite, full, ultra and the wenyan variants. Use for /caveman, "caveman mode", "talk like caveman", "be brief" or "less tokens".

1066601 votes

Hyperplan

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...

686011 votes

Mcp Code Execution

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

3351 votes

catchup

Recovers the conversation and failed tool calls of a previous Codex, Claude Code, Antigravity, Cline, Copilot CLI, Cursor, DeepSeek Harness, Kimi, OpenCode, Pi Agent, or ZCode session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", asks to recover/summarize a previous session before continuing, or asks to diagnose or report a catchup failure. Do NOT use for the current conversation, git history, or any non-agent log.

651 votes

math-skill

A comprehensive mathematical reasoning skill for AI assistants — handles arithmetic to research-level problems with rigorous step-by-step reasoning, systematic verification, and transparent uncertainty handling

381 votes
View all in ai-agents →