arpsych-transparency-and-reproducibility
Use when documenting the literature search and making any embedded meta-analysis reproducible for an Annual Review of Psychology (ARPsych) review. Covers search transparency, meta-analytic rigor, and open materials; it does not run the narrative search (arpsych-literature-synthesis) or design exhibits (arpsych-tables-figures).
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-transparency-and-reproducibility --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 & Reproducibility (arpsych-transparency-and-reproducibility) ## When to trigger - The review documents a systematic search and you must report it reproducibly - The review embeds a **meta-analysis** or any new quantitative synthesis - You are deciding what to deposit (search log, coding sheet, effect-size data, code) - A reader or the Committee should be able to verify how the literature was selected ## A review reports no new data — so transparency bites elsewhere A pure narrative review has no dataset of its own, so the transparency obligation does **not** look like a primary-paper replication package. It bites on two things: 1. **How the literature was found and selected** — the search protocol from `arpsych-literature-synthesis`, written up so a reader could reproduce the coverage. 2. **Any quantitative synthesis the review itself contributes** — if you compute pooled effects, that *is* original analysis, and it must be reproducible (检索于 2026-06；以官网为准). Post-replication-crisis, ARPsych readers expect both, and a review that asserts "the literature shows…" with no documented basis reads as less authoritative. ## If the review is narrative (no meta-analysis) - Repo
- When to trigger
- A review reports no new data — so transparency bites elsewhere
- If the review is narrative (no meta-analysis)
- If the review embeds a meta-analysis
- Required declarations (检索于 2026-06；以官网为准)
- Checklist
- Anti-patterns
- Output format
What does the arpsych-transparency-and-reproducibility skill do?
Use when documenting the literature search and making any embedded meta-analysis reproducible for an Annual Review of Psychology (ARPsych) review. Covers search transparency, meta-analytic rigor, and open materials; it does not run the narrative search (arpsych-literature-synthesis) or design exhibits (arpsych-tables-figures).
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arpsych-transparency-and-reproducibility --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.