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Ppsych workflow

Skill brycewang-stanford/Awesome-Journal-Skills/Perspectives-on-Psychological-Science-Skills/skills/ppsych-workflow

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。

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill ppsych-workflow

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What its author says it does

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Use when deciding which ppsych-* sub-skill to invoke next, or when sequencing a broad integrative review, theoretical statement, or meta-science piece from topic through revision for a Perspectives on Psychological Science (PoPS) manuscript. Routes by lifecycle stage and contribution type; it dispatches and does not draft content.

SKILL.md

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PoPS Workflow Router (ppsych-workflow)

Overview

This is the router. It tells you which ppsych- skill to use at the current stage* of a manuscript aimed at Perspectives on Psychological Science (PoPS) — the SAGE journal published in partnership with the Association for Psychological Science (APS), a bimonthly, broad, integrative outlet (检索于 2026-06;以官网为准). PoPS does not publish single empirical studies (those go to Psychological Science) or routine meta-analyses (those go to specialized review journals). It publishes broad integrative reviews, overviews of research programs, theoretical and conceptual statements, methodology and meta-science commentary, and big-picture "perspective" pieces across all of psychology and adjacent behavioral, social, neuro, and methods fields (检索于 2026-06;以官网为准). The contribution is a field-shaping synthesis or argument, not a new dataset.

So the lifecycle is not "design → run → estimate → defend." It is: find a synthesis- or argument-worthy question → decide whether a proposal is required → read across areas → impose an organizing framework → make the treatment comprehensive and balanced → model exemplary open science → manage the editor relationship → submit → revise. Default assumption unless the user says otherwise: the target is PoPS and the artefact is a broad integrative/theoretical/meta-science piece, not a primary-research paper.

When to trigger

  • The user asks "what should I do next?" on a PoPS review, theoretical statement, or meta-science piece
  • A draft reads like an annotated bibliography or a single-study report and needs a spine or a venue check
  • Work is ping-ponging between coverage, framing, balance, open-science, and the proposal route
  • A PoPS decision letter arrived and the user needs to switch into revision mode

First question: contribution type

SituationTypeRoute note
Broad cross-area synthesis / overview of a research programStand-alone integrative reviewmain pipeline; proposal optional
A unifying theoretical / conceptual / metatheoretical argumentTheoretical statementppsych-organizing-framework is the engine
Systematic evidence about the field's practices (replication, bias, methods)Meta-science / methodologyppsych-transparency-and-reproducibility early
Special issue, adversarial collaboration, multilab effortCooperative contributionproposal requiredppsych-proposal-and-commissioning
Biography, book review, humor/opinion essayMiscellaneousproposal requiredppsych-proposal-and-commissioning
Single empirical study, or a routine meta-analysisOut of scopePsychological Science / a specialized review journal

A positive editor reaction to a proposal is not an invitation; all manuscripts go through the same review (检索于 2026-06;以官网为准).

Routing table (symptom → next skill)

Current symptomNext skill
Unsure the question is PoPS-shaped (broad, integrative, not a single study)ppsych-topic-selection
Need a proposal (cooperative/miscellaneous) or want to test a stand-alone ideappsych-proposal-and-commissioning
Reading is unsystematic; cross-area coverage gaps likelyppsych-literature-synthesis
Draft is a list of papers, not an argument about the fieldppsych-organizing-framework
Coverage, balance, or fairness across areas/camps in doubtppsych-comprehensiveness-and-balance
Need a framework figure or who-found-what / practice-prevalence tableppsych-tables-figures
Prose dense or insular; a psychologist from another area can't followppsych-writing-style
Open data/materials/code, preregistration of a meta-science protocolppsych-transparency-and-reproducibility
Working with the editor on scope / what referees will weighppsych-editor-strategy
Ready to submit; need a preflight and reviewer suggestionsppsych-submission
Received a PoPS decision letterppsych-revision

Default order

  1. ppsych-topic-selection — confirm the question is broad, integrative, PoPS-scale
  2. ppsych-proposal-and-commissioning — proposal route (required for cooperative/miscellaneous)
  3. ppsych-literature-synthesis — read across areas systematically
  4. ppsych-organizing-framework — impose the analytical/conceptual spine
  5. ppsych-comprehensiveness-and-balance — fair, field-spanning, reform-minded but evidence-based
  6. ppsych-tables-figures — framework figure + summary/prevalence exhibits
  7. ppsych-writing-style — the PoPS voice (broad, provocative, accessible); abstract ≤ 200 words last
  8. ppsych-transparency-and-reproducibility — exemplary open science (PoPS is a leader)
  9. ppsych-editor-strategy — scope and the editor relationship
  10. ppsych-submission — ScholarOne preflight + suggested reviewers
  11. ppsych-revision — after the decision letter

ppsych-writing-style is a late polish — do not rewrite the intro before the framework and balance settle. For meta-science, pull ppsych-transparency-and-reproducibility forward: the systematic protocol is part of the design, not an afterthought.

Anti-patterns

  • Treating PoPS like Psychological Science: it does not take single empirical studies or routine meta-analyses (检索于 2026-06;以官网为准)
  • Submitting a cooperative or miscellaneous piece with no proposal, or reading a proposal's positive feedback as an acceptance
  • The annotated-bibliography failure: a "review" with no organizing argument
  • Letting the author's own program become the review's center of gravity (self-promotion)
  • Confusing PoPS with Psychological Bulletin (formal meta-analyses), Annual Review of Psychology (invited subfield surveys), or Current Directions (short, non-technical) — PoPS is the APS broad integrative + meta-science flagship

Routing by archetype

ArchetypeLikely first bottleneckEnter at
field-defining integrative reviewscope is enormous; needs a taxonomyppsych-organizing-framework
unifying theoretical statementthe argument itself, not coverageppsych-organizing-framework
meta-science / reform piecesystematic evidence + open protocolppsych-transparency-and-reproducibility
big-picture opinion / perspectiveis it broad and defensible enough for PoPS?ppsych-topic-selection

Minimal decision snippet

if decision_letter:                  -> ppsych-revision
elif ready_to_submit:                -> ppsych-submission
elif open_science_or_metascience:    -> ppsych-transparency-and-reproducibility
elif prose_dense_or_insular:         -> ppsych-writing-style
elif need_tables_or_figures:         -> ppsych-tables-figures
elif coverage_or_balance_in_doubt:   -> ppsych-comprehensiveness-and-balance
elif reads_like_a_list:              -> ppsych-organizing-framework
elif reading_unsystematic:           -> ppsych-literature-synthesis
elif needs_proposal_or_idea_test:    -> ppsych-proposal-and-commissioning
else:                                -> ppsych-topic-selection

Supplementary resources

What ships with it

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