Psychbull writing style
Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill psychbull-writing-styleAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
What its author says it does
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Use when drafting and polishing a Psychological Bulletin manuscript so it reads as an integrative synthesis and meets APA 7th-edition style plus MARS/PRISMA/JARS reporting structure, including the ≤ 250-word abstract. Guides prose and structure; it does not run the analysis.
SKILL.md
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Writing Style (psychbull-writing-style)
Psychological Bulletin prose must do something a primary paper's does not: integrate and evaluate an entire literature while meeting APA 7th-edition style and the matching reporting standard — MARS for meta-analyses, PRISMA for systematic reviews, JARS for quantitative/mixed work. This skill guides structure and prose; the numbers come from the analysis skills.
When to trigger
- Drafting or restructuring the manuscript
- Writing the ≤ 250-word abstract
- Making sure the methods section satisfies MARS/PRISMA item-by-item
- Tightening an over-long or descriptive review into an evaluative argument
Structure for a synthesis
- Introduction — the open question, why the field disagrees, what a synthesis can resolve; the contribution, not a study-by-study recap.
- Method (MARS/PRISMA) — eligibility criteria, search (databases, strings, dates, counts), screening, coding and reliability, effect-size metric, model, heterogeneity, moderators, and bias plans. Written so an item-by-item MARS/PRISMA check passes.
- Results — pooled effect with CI and prediction interval, heterogeneity, moderators, bias diagnostics, sensitivity; lean on the exhibits (forest/funnel/PRISMA).
- Discussion — the theoretical contribution, scope conditions, limitations of the evidence base,
and a research agenda (see
psychbull-theory-integration).
The abstract (≤ 250 words)
- State the question, the synthesis type, the size of the literature (k), the pooled effect, key moderators, and the bottom line on robustness. APA structured-abstract conventions help.
Evaluative, not descriptive
- Synthesize, don't annotate. Group studies by argument and finding, not one paragraph per paper.
- Write for the whole field: define constructs and methods so non-specialists follow.
- Keep terminology and effect-size language consistent with the exhibits and tables.
- Masked: no author clues in the text; neutralize self-citations (see
psychbull-submission).
Anti-patterns
- An "annotated bibliography" that lists studies instead of integrating them
- A method section that omits search strings/dates/counts (fails PRISMA/MARS)
- An abstract over 250 words, or one with no k / pooled effect / bottom line
- Burying the contribution under descriptive summary
- Inconsistent effect-size terms between text, tables, and figures
The prose bar that separates a Bulletin synthesis from a methods report
As the APA's flagship integrative-review outlet, Psychological Bulletin rewards prose that argues about a literature, not prose that merely catalogs it. Referees read for an evaluative voice:
| Writing dimension | Reads as a Bulletin synthesis | Reads as a methods-only report (reject risk) |
|---|---|---|
| Introduction | Frames the field's unresolved tension | Recaps each study in turn |
| Organization | Grouped by argument and mechanism | One paragraph per paper, chronologically |
| Results prose | Ties the pooled estimate to the open question | Dumps coefficients with no interpretation |
| Discussion | Advances or refines a theoretical account | Restates the forest plot in words |
| Audience | Written for the whole discipline | Assumes the reader is a meta-analysis specialist |
Worked vignette — writing up the intervention synthesis
Illustrative numbers only. For the self-affirmation synthesis (k = 42, g = 0.34 [0.24, 0.44], I² = 68%, bias-adjusted toward ≈ 0.25), the write-up under this skill's rules:
- Abstract (≤ 250 words) names the synthesis type, k = 42, the pooled g and CI, the delivery-format moderator, and the bottom line that the effect is positive but likely inflated by selective reporting.
- Method is written so a MARS reviewer can tick each item: databases and dated strings, screening and reliability (κ = 0.81), Hedges' g with small-sample correction, a random-effects/RVE model, and the pre-registered moderator and bias plan.
- Results lead with the prediction interval, not just the CI, so the 68% heterogeneity is honest in the prose, then walk through the converging bias diagnostics.
- Discussion explains why earlier studies disagreed (delivery format) rather than re-listing them.
Referee pushback → venue-specific fix
- "This reads as an annotated bibliography." → Re-outline around arguments and mechanisms; merge the per-paper paragraphs into thematic syntheses.
- "The abstract omits the headline numbers." → Insert k, the pooled effect with CI, and the robustness bottom line within the 250-word cap.
- "The method won't pass a MARS item check." → Add the missing search strings, dates, counts, and the reliability statistic, item by item.
Output format
【Structure】intro / method(MARS-PRISMA) / results / discussion present? [Y/N]
【Method completeness】search + coding + model + bias all described? [Y/N]
【Abstract】≤ 250 words; states k + pooled effect + bottom line? [Y/N]
【Evaluative】synthesizes vs annotates? [Y/N]
【APA 7th + masked】consistent style, no author clues? [Y/N]
【Next】psychbull-open-science-and-transparency
Supplementary resources
../../resources/external_tools.md— APA-style reference managers; MARS/PRISMA/JARS standards../../resources/official-source-map.md— APA 7th, 250-word abstract, MARS/PRISMA/JARS requirements