research-critique

Evaluate research papers for methodological quality and evidentiary support.

310|45|Updated Feb 22, 2026
One-click install
npx skills add https://github.com/Mathews-Tom/armory --skill research-critique
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-critique
Source: https://github.com/Mathews-Tom/armory/tree/main/skills/research-critique
Command: npx skills add https://github.com/Mathews-Tom/armory --skill research-critique

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables careful, colleague-style evaluation of research papers, preprints, and technical studies, assessing whether methodology and claims are supported, and distinguishing genuine weaknesses from standard limitations.

Core Features & Use Cases

  • Structured critique framework: follows a disciplined approach to identify contribution, evidence, and limitations.
  • Evidence-vs-mechanism separation: clarifies when a claim is supported by data versus when a proposed mechanism is speculative.
  • Transparent conclusions: summarizes what holds up under scrutiny and what remains open to further work.
  • Use Case: a researcher submits a paper; the skill generates a balanced critique highlighting key contributions and credible caveats that guide revisions.

Quick Start

Provide the target paper and ask for a critical evaluation of its methodology, evidence, and overall contribution.

Frequently Asked Questions about research-critique

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I critique the methodology of a research paper?

Evaluating a preprint involves identifying its methodological quality and evidentiary support. The skill applies analytical principles to assess technical studies, distinguishing supported claims from speculative mechanisms and providing transparent conclusions.

What is the difference between evidence and mechanism in research analysis?

Yes, you can evaluate technical studies by applying analytical principles to identify their methodological quality and evidentiary support. The skill distinguishes genuine weaknesses from standard limitations to provide recommendations on what withstands scrutiny.

How do I evaluate claims in a preprint before peer review?

To critique research methodology, you must identify the study's methodological quality and evidentiary support. This skill applies a structured framework to evaluate claims, distinguish evidence from speculative mechanisms, and clarify what withstands scrutiny.

Can I use this to identify limitations in technical studies?

In research analysis, evidence refers to claims directly supported by data, while mechanism involves speculative explanatory processes. This skill enforces analytical principles to separate the two, ensuring you understand what data proves versus what remains hypothetical.

What is the best way to review a research paper's contribution?

The best way to review a research paper's contribution is through a disciplined framework that identifies its evidence and limitations. This approach evaluates methodological quality and provides recommendations on what claims hold up under scrutiny.