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

Poq Review Process

ASecurity

Use to understand how Public Opinion Quarterly (POQ) evaluates a manuscript — double-blind review via ScholarOne Manuscripts, typically two to three referees, the survey-methodology and AAPOR-disclosure bar reviewers apply, and how associate editors may request code/data during review. Sets expectations and shapes the paper to survive review; it does not contact editors.

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

Security Analysis

A100/100

Scanned 6/6/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill poq-review-process --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Poq Review Process?

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

Security grade badge for Poq Review Process
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-poq-review-process/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-poq-review-process)

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

Download with Pro
Files
SKILL.md
---
name: poq-review-process
description: Use to understand how Public Opinion Quarterly (POQ) evaluates a manuscript — double-blind review via ScholarOne Manuscripts, typically two to three referees, the survey-methodology and AAPOR-disclosure bar reviewers apply, and how associate editors may request code/data during review. Sets expectations and shapes the paper to survive review; it does not contact editors.
---

# Review Process (poq-review-process)

Knowing how POQ screens and decides lets you pre-empt the failure modes before submitting. POQ runs a
**double-blind** process via **ScholarOne Manuscripts**, with manuscripts typically evaluated by **at
least two (most often three) referees** who are survey scientists. They will scrutinize survey error
and **AAPOR-standard disclosure** as hard as the substantive claim.

## When to trigger

- Before submitting, to stress-test against the failure modes POQ reviewers catch
- Choosing the submission type and anticipating reviewer expectations for it
- Interpreting a decision letter and setting expectations
- Understanding what associate editors may request (code/data) during review

## How POQ review works

1. **Double-blind.** Reviewers do not know the authors and authors do not know reviewers. Anonymize the
   manuscript accordingly (see `poq-submission`).
2. **Editorial handling.** An associate editor manages the paper; the **AE may request code and data as
   a necessary part of peer review** — have your replication materials ready, not just at acceptance.
3. **Referees.** Typically **two to three** expert referees evaluate the work.
4. **What referees weigh** (POQ-specific):
   - **Contribution** — to opinion/communication theory, current opinion, or survey validity.
   - **Survey design & Total Survey Error** — coverage, sampling, nonresponse, measurement, mode, weighting.
   - **AAPOR disclosure** — is **Appendix A** complete? Is the **response rate computed per AAPOR
     Standard Definitions**? Are sampling and weighting documented?
   - **Analysis** — design-based inference; reproducibility.
5. **Decision categories** — reject, revise-and-resubmit, or accept (typical journal practice; confirm
   current wording — 待核实). Acceptance generally needs the referees persuaded on both substance and
   method.

## Shape the paper to pass

- Make the contribution type explicit (opinion vs. methods) so referees judge it on the right terms.
- Complete **Appendix A** and report the response rate per AAPOR definitions before submitting — a
  missing disclosure element is an easy, avoidable strike.
- Use design-based inference; weights/strata/clusters in the variance, not just the estimate.
- Have replication materials ready in case the AE requests them during review.
- Anticipate the artifact-vs-effect objection and answer it in the design (see
  `poq-survey-design-and-measurement`).

## Anti-patterns

- An incomplete or missing Appendix A (disclosure failure reviewers flag immediately)
- A response rate with no AAPOR definition; undocumented weighting
- Naive IID inference on a complex sample
- Assuming code/data are only needed at acceptance — the AE may ask during review
- Sending an under-anonymized manuscript into a double-blind process

## Output format

```
【Contribution clear】opinion / current-opinion / survey-validity? [Y/N]
【TSE addressed】coverage/sampling/nonresponse/measurement/mode/weighting? [Y/N]
【Appendix A + AAPOR response rate】complete? [Y/N]
【Design-based inference】weights/strata/clusters in variance? [Y/N]
【Replication ready for AE request】[Y/N]
【Realistic outcome】reject / R&R / (rare) accept
【Next】poq-submission (or poq-rebuttal if decided)
```

## Supplementary resources

- [`../../resources/external_tools.md`](../../resources/external_tools.md) — disclosure checklist and design-based analysis tools
- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — double-blind review, referee count, AE code/data requests

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', ...

693161 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 →