agentsclimarketplace

Psychbull workflow

Skill brycewang-stanford/Awesome-Journal-Skills/Psychological-Bulletin-Skills/skills/psychbull-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 psychbull-workflow

Assembled 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

Copied from the file, not written here

Use as the entry point for any Psychological Bulletin manuscript. Routes to the right psychbull sub-skill based on where you are in the research-synthesis lifecycle and which synthesis type (meta-analysis, systematic review, meta-review/meta-synthesis, qualitative review) fits. Psychological Bulletin publishes syntheses, not original studies — it dispatches; it does not draft content.

SKILL.md

6.4 KB, ~1.4k tokens by cl100k_base, as published. Nobody here has run it

Psychological Bulletin Workflow Router (psychbull-workflow)

The orchestrator for a Psychological Bulletin submission. Figure out the stage and the synthesis type, then send the user to the matching skill. Psychological Bulletin publishes research syntheses — systematic reviews and meta-analyses — not original primary studies, so the router's first job is to confirm the project is a synthesis of existing work, not a new experiment or pure theory.

When to trigger

  • Starting a new Psychological Bulletin review/meta-analysis and unsure where to begin
  • Mid-project and unsure which skill applies next
  • Deciding which synthesis type fits (meta-analysis vs. systematic vs. qualitative review)
  • Returning with a decision letter (route to psychbull-rebuttal)

First question: is this even a Bulletin paper, and which type?

SituationSynthesis typeRoute to
Many comparable studies with extractable effect sizesMeta-analysisfull pipeline below
Large literature, appraisal needed but pooling uncertainSystematic review (PRISMA)pipeline, lighter on meta-analysis-methods
Synthesizing across prior reviews or qualitative findingsMeta-review / meta-synthesistopic-selection + theory-integration
Database resists quantitative poolingQualitative / narrative reviewtopic-selection + theory-integration
New data / a new experimentOff-fit — primary studyanother APA empirical journal
Pure new theoryOff-fitPsychological Review

If you have original data or a brand-new theory with no synthesis, stop: Psychological Bulletin is the wrong venue. It synthesizes what already exists.

Routing map (stage → skill)

Review-worthy / meta-analyzable?    → psychbull-topic-selection
How do I find all the studies?      → psychbull-literature-search-strategy
Which studies are in, and coded?    → psychbull-inclusion-and-coding
How do I pool the effects?          → psychbull-meta-analysis-methods
What moves the effect? Bias?        → psychbull-moderators-and-bias
What does it all mean theoretically?→ psychbull-theory-integration
Are the exhibits MARS-ready?        → psychbull-tables-figures
Does it read in APA 7th / MARS?     → psychbull-writing-style
Protocol, data, code transparent?   → psychbull-open-science-and-transparency
Ready to submit?                    → psychbull-submission
Got an R&R / decision?              → psychbull-rebuttal

Default order

topic-selection → literature-search-strategy → inclusion-and-coding → meta-analysis-methods → moderators-and-bias → theory-integration → tables-figures → writing-style → open-science-and-transparency → submission → rebuttal

Iterate: most syntheses loop search ↔ coding ↔ analysis as new studies surface. Register the protocol (open-science-and-transparency) before screening, even though it appears late in the default order.

Anti-patterns

  • Treating Psychological Bulletin like a primary-study journal — it publishes syntheses, not new data
  • Sending original theory here instead of to Psychological Review
  • Starting analysis before a documented, reproducible search (no PRISMA trail)
  • Pooling without a protocol — preregister before screening

Where syntheses stumble at the APA review flagship

The router exists because most Psychological Bulletin failures are stage-misalignment failures: work done out of order, or a step skipped, at the APA's flagship synthesis journal. The diagnostic table:

SymptomMissed stageRoute to
"Is this even a Bulletin paper?"Fit not testedpsychbull-topic-selection
Analysis underway with no PRISMA trailSearch undocumentedpsychbull-literature-search-strategy
Coders disagree, no κ reportedCoding/reliabilitypsychbull-inclusion-and-coding
Pooled number, no I²/PIHeterogeneity unmodeledpsychbull-meta-analysis-methods
"Competent but not a contribution"No theorypsychbull-theory-integration
"Available on request"No depositpsychbull-open-science-and-transparency

Worked vignette — routing a synthesis end to end

Illustrative figures only. A team with ~40 randomized self-affirmation trials enters at topic-selection (confirmed: a meta-analyzable synthesis, not new data), registers the protocol on OSF before screening, runs the documented search to k = 42, double-codes (κ = 0.81), fits a random-effects /RVE model (g = 0.34, I² = 68%), probes the delivery-format moderator and converging bias diagnostics, then integrates the result into a refined theoretical account before building MARS-ready exhibits and the masked submission. Each arrow below is one hop in that path; the protocol step is pulled early even though it sits late in the default order.

Referee/editor pushback the router pre-empts

  • "No reproducible search underlies this analysis." → The router blocks analysis until literature-search-strategy has produced a PRISMA trail.
  • "This is original data, not a synthesis." → The first-question table flags it as off-fit and redirects to a primary-study journal or Psychological Review.
  • "The protocol postdates screening." → The default-order note forces preregistration before screening.

Output format

【Stage】topic / search / coding / analysis / moderators-bias / theory / exhibits / writing / transparency / submit / rebut
【Synthesis type】meta-analysis / systematic / meta-review / qualitative (or OFF-FIT → which journal)
【Route to】psychbull-<skill>
【Why】one line
【Then】the next skill after that

Supplementary resources

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.