bio-logic

Evaluate manuscripts and study designs for scientific rigor and bias.

7|1|Updated Feb 2, 2026

Search Tags:#evidence #bias #critique #claims #research-design #evaluate #scientific-methods

Ready to run

npx skills add https://github.com/fmschulz/omics-skills --skill bio-logic

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bio-logic
Source: https://github.com/fmschulz/omics-skills/tree/main/skills/bio-logic
Command: npx skills add https://github.com/fmschulz/omics-skills --skill bio-logic

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Evaluate scientific claims, methodologies, biases, and evidence strength to improve credibility and reproducibility of research papers and study designs.

Core Features & Use Cases

Structured critique using established checklists (methodology, statistics, interpretation, biases, and design).
Generate a formal evidence rating and actionable recommendations for researchers, reviewers, and educators.
Use cases include manuscript critique, grant proposal evaluation, and classroom training in critical appraisal.

Quick Start

Input a manuscript or study summary and key claims, then command the agent to produce a structured critique following the included checklists.

Frequently Asked Questions about bio-logic

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

FAQPage Schema

How do I evaluate bias and methodological soundness in a research manuscript?▼

To evaluate bias and methodological soundness, apply an established critique framework to your manuscript text to generate a structured evaluation of strengths, concerns, and an evidence rating.

What is the best way to assess scientific rigor and evidence strength in study designs?▼

Assessing scientific rigor involves applying structured checklists covering methodology, statistics, and biases to produce a formal evidence rating and actionable research recommendations.

Can I use established checklists to critique a grant proposal's research design?▼

Yes, you can use established critique checklists to evaluate grant proposals by identifying methodological concerns, interpreting claims, and generating an evidence rating for the proposed research design.

How do I generate a formal evidence rating for scientific claims?▼

Generate a formal evidence rating by inputting your study summary and key claims, then applying relevant critique frameworks to output strengths, limitations, and confidence levels.

What are the limitations of using automated critique frameworks for critical appraisal?▼

Limitations include relying heavily on the provided text quality and embedded checklists, meaning the appraisal provides structured guidance and confidence levels rather than absolute definitive judgments.

Does manuscript critique work for classroom training in critical appraisal?▼

Manuscript critique works for classroom training by using structured evaluations to teach students how to identify methodological flaws, interpret evidence strength, and assess scientific biases.