Agent Skills
› brycewang-stanford/Awesome-Journal-Skills
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cogpsych-topic-selection
GitHub用于评估认知心理学项目是否符合Cognitive Psychology期刊要求，并确定最佳贡献形式。该技能通过理论推进、整合范围、形式化模型及可重复性四个维度进行匹配度测试，指导用户决定是否投入或调整研究方向。
Trigger Scenarios
选择适合Cognitive Psychology的项目框架
收到工作缺乏理论深度或过于单一的反馈
决定是否需要引入形式化模型或增加实验
规划建模或综述类投稿
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cogpsych-topic-selection -g -y
SKILL.md
Frontmatter
{
"name": "cogpsych-topic-selection",
"description": "Use when deciding whether a cognition project fits Cognitive Psychology (Elsevier) and what contribution shape to target. The journal favors longer, integrative, model-driven work that produces a substantial theoretical advance — not a single isolated effect. Frames the question and the model-or-theory payoff; it does not collect data."
}
Topic Selection & Fit (cogpsych-topic-selection)
Cognitive Psychology publishes longer, integrative articles that have a major impact on theories of cognition. The bar is a substantial theoretical advance — usually carried by a multi-experiment program tied to a formal/computational model, an incisive experimental series, or a modeling/review contribution. Use this skill to pressure-test fit before investing.
When to trigger
- Choosing among possible projects or framings for Cognitive Psychology
- A reader said the work feels "one effect," "atheoretical," or "better as a short report"
- Deciding whether the contribution needs a formal model, more experiments, or both
- A modeling or review project you want to place
The fit test
A strong Cognitive Psychology paper usually clears all four:
- Theoretical advance, not an effect. It changes a theory of cognition — adjudicates between accounts, formalizes a mechanism, or maps a phenomenon's boundary — rather than adding one more demonstration. State the theory it moves.
- Integrative scope. The contribution is carried by a program (multiple experiments and/or a model fit to data), not a single study. Each piece must add inference.
- Formal/computational backbone where apt. Cognition here is often expressed as a model that is
fit and compared; if your account can be formalized, the venue rewards doing so (see
cogpsych-theory-and-hypotheses). - Reproducible and shareable. You can deposit data, model/analysis code, and materials so the
modeling is reproducible (see
cogpsych-open-science-and-transparency).
Contribution shape
- Multi-experiment empirical — a controlled series that jointly constrains a theory (each experiment rules out an alternative or extends scope).
- Experiment + model — the journal's signature shape: experiments designed to discriminate models, with a formal model fit to the data and compared to rivals.
- Modeling-led — a new model (or analysis) tested by fitting, model recovery, and comparison against existing or new data.
- Theoretical / integrative review — a synthesis that delivers a substantive theoretical advance, not a literature catalogue.
Fit scoring — worked example (illustrative)
Score a candidate against the four gates before investing. A recognition-memory project, two framings:
Candidate A (off-fit): one N = 40 experiment showing a novel list-length
effect, described verbally, no model, request-only data.
Theoretical advance ✗ (one effect) Integrative scope ✗ (single study)
Formal backbone ✗ (verbal only) Reproducible ✗ (request-only)
Verdict: off-fit → either grow into a model-driven program or place as a
short report elsewhere.
Candidate B (strong): three experiments that separate unequal-variance signal
detection from a dual-process account, both models fit and
compared, open data + model code.
Theoretical advance ✓ (adjudicates two theories) Integrative scope ✓
Formal backbone ✓ (fit + compared) Reproducible ✓ (code deposited)
Verdict: strong fit → Experiment + model contribution.
Contribution-type decision rules
| If the work is... | Target shape | Why |
|---|---|---|
| A controlled series constraining one theory | Multi-experiment empirical | the integrative arc the venue expects |
| Experiments that can discriminate formal models | Experiment + model | the journal's signature, highest-impact shape |
| A new model tested by fitting + recovery + comparison | Modeling-led | formal contribution to theory |
| A synthesis with a genuine theoretical advance | Integrative review | not a catalogue; must reframe the field |
| One surprising effect, no theory, no model | wrong venue (reframe) | belongs in a short-report journal |
Sibling-journal fit guard
- Cognition (Elsevier) also takes cognition papers but is broader and more effect-/phenomenon-led; Cognitive Psychology skews longer and more model-driven.
- JEP: General (APA) overlaps but Cognitive Psychology leans harder into formal modeling and the multi-experiment program.
- Psychological Science wants short, single-finding reports — the opposite length/ambition.
- Journal of Memory and Language is the natural home for memory/language work that is narrower in scope; bring the integrative-model contribution here.
Reviewer / editor pushback at the fit stage
- "This is one effect" → identify the theory it adjudicates and the further experiments/model that make it a program.
- "Atheoretical" → formalize the mechanism; show the model that the experiments test.
- "Better as a short report" → if it cannot sustain a long, integrative argument, it is the wrong venue.
Anti-patterns
- A single experiment reporting one isolated effect with no formal/theoretical payoff
- A "model" that is only verbal and never fit or compared
- A review that catalogues the literature without a theoretical advance
- A project whose modeling cannot be reproduced because code/data cannot be shared
Output format
【Question / phenomenon】one sentence
【Theoretical advance】which theory it moves, and how
【Scope】program of experiments and/or a fitted model? [Y/N]
【Formal backbone】can it be formalized + compared? [Y/N/NA]
【Reproducible】data + model code + materials shareable? [Y/N]
【Type】Multi-experiment / Experiment + model / Modeling-led / Review
【Fit verdict】strong / needs reframing / off-fit (why)
【Next】cogpsych-theory-and-hypotheses
Supplementary resources
../../resources/external_tools.md— modeling and model-comparison tooling../../resources/official-source-map.md— scope, article types, and house style
Version History
- 1839142 Current 2026-07-05 12:37
