arpsych-transparency-and-reproducibility

Installation
SKILL.md

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)

Installs
1
GitHub Stars
975
First Seen
Jul 24, 2026
arpsych-transparency-and-reproducibility — brycewang-stanford/awesome-journal-skills