What is the output style of the summaries?

The summaries and implications are written in a clear, concise, and direct style influenced by the writing of Paul Graham, focusing on core claims.

How does this skill evaluate study quality?

It examines specific metrics like sample size, p-values, confidence intervals, and methodology transparency to provide a detailed score of the paper's scientific rigor.

Can it detect conflicts of interest?

Yes, it analyzes author affiliations, organizations, and disclosures to identify and rate potential biases or conflicts from low to critical.

Does it provide a final score for the paper?

Yes, it provides an A-F letter grade based on scores for novelty, rigor, empiricism, and methodology transparency.

Research Paper Analyzer

Name: Research Paper Analyzer
Author: bdmorin

bybdmorin

•

数据科学与机器学习

Analyzes research papers to evaluate scientific rigor, summarize key findings, and assess study quality using structured metrics.

This skill transforms Claude into a specialized research assistant that deconstructs scientific papers to identify primary claims, methodology strengths, and potential biases. It evaluates papers across critical dimensions like novelty, rigor, and empiricism, providing a structured assessment that includes sample sizes, p-values, and reproducibility scores. By generating summaries in a concise, direct style, it helps researchers and professionals quickly vet the quality and implications of academic literature and identify high-value insights.

主要功能

01Automated extraction of findings, author affiliations, and study details

02Automated conflict of interest detection and bias analysis

03Standardized scoring for novelty, empiricism, and reproducibility

04Paul Graham-style summaries of main claims and implications

05Deep assessment of scientific rigor and methodology transparency

061 GitHub stars

使用场景

01Vetting the validity of a new scientific study before citing it in research

02Identifying weaknesses in the methodology or transparency of specific academic claims

03Rapidly summarizing a stack of academic papers for a literature review

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bdmorin/the-no-shop analyze-paper-simple

For use in Claude.ai and ChatGPT

主要功能

01Automated extraction of findings, author affiliations, and study details

02Automated conflict of interest detection and bias analysis

03Standardized scoring for novelty, empiricism, and reproducibility

04Paul Graham-style summaries of main claims and implications

05Deep assessment of scientific rigor and methodology transparency

061 GitHub stars

使用场景

01Vetting the validity of a new scientific study before citing it in research

02Identifying weaknesses in the methodology or transparency of specific academic claims

03Rapidly summarizing a stack of academic papers for a literature review

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bdmorin/the-no-shop analyze-paper-simple

For use in Claude.ai and ChatGPT