research-review

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Use when critically evaluating a paper, grant, empirical design, or written argument and producing structured feedback.

AustinJunyuLi By AustinJunyuLi schedule Updated 3/7/2026

name: research-review description: Use when critically evaluating a paper, grant, empirical design, or written argument and producing structured feedback.

Research Review

Overview

Front door for evaluating research work. This skill covers referee-style review, methodological critique, structured scoring, and adversarial quality checks for manuscripts, proposals, and empirical designs.

Use This For

  • paper reviews
  • grant reviews
  • methodological critique
  • evidence-quality assessment
  • structured scoring of scholarly work
  • research QA before submission

Do Not Use This For

  • creating the prose itself: use research-writing
  • searching for sources: use research-discovery
  • reviewing code: use code-review
  • reviewing slide decks: use slide-review

Internal Routing

  • referee-style reviews
  • checklist-driven manuscript review
  • adversarial QA
  • scholarly scoring frameworks
  • critical-thinking review passes

Operating Rule

If the user wants a critique rather than a draft, start here.

Install via CLI
npx skills add https://github.com/AustinJunyuLi/austins-skills --skill research-review
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