Agent Skillsbrycewang-stanford/Awesome-Journal-Skills › cogpsych-topic-selection

cogpsych-topic-selection

GitHub

评估认知心理学论文选题是否契合期刊要求,判断贡献形态。适用于项目筛选、应对‘单一效应’质疑或决定是否需要模型/更多实验。

Cognitive-Psychology-Skills/skills/cogpsych-topic-selection/SKILL.md brycewang-stanford/Awesome-Journal-Skills

Trigger Scenarios

为Cognitive Psychology选择项目框架 收到‘理论性弱’或‘适合短篇’的反馈 决定是否需要形式化模型或补充实验 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
More Options

Non-standard path

npx skills add https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Cognitive-Psychology-Skills/skills/cogpsych-topic-selection -g -y

Use without installing

npx skills use brycewang-stanford/Awesome-Journal-Skills@cogpsych-topic-selection

指定 Agent (Claude Code)

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cogpsych-topic-selection -a claude-code -g -y

安装 repo 全部 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --all -g -y

预览 repo 内 skill

npx skills add brycewang-stanford/Awesome-Journal-Skills --list

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:

  1. 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.
  2. 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.
  3. 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).
  4. 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

Version History

  • 1839142 Current 2026-07-05 12:37

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