x1

Review research proposals for ethics compliance and bias detection.

5|2|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/HosungYou/Diverga --skill x1
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: x1
Source: https://github.com/HosungYou/Diverga/tree/main/skills/x1
Command: npx skills add https://github.com/HosungYou/Diverga --skill x1

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill acts as a comprehensive guardian for research integrity, proactively identifying and mitigating ethical concerns and biases throughout the research lifecycle.

Core Features & Use Cases

  • Ethics Advisory: Provides guidance on human subjects protection, informed consent, data privacy, and cultural sensitivity, referencing established ethical frameworks.
  • Bias & QRP Detection: Screens for quantitative research malpractices (p-hacking, HARKing) and assesses qualitative trustworthiness using established criteria.
  • Use Case: Before submitting a grant proposal, use this Skill to review the research plan for potential ethical oversights and to ensure the methodology is free from common biases.

Quick Start

Use the x1 skill to perform an ethics review and bias check on the attached research proposal document.

Frequently Asked Questions about x1

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

FAQPage Schema
How do I screen my research proposal for p-hacking and other quantitative research malpractices?

To screen for p-hacking and quantitative research malpractices, use this Skill to perform a QRP screening and bias detection check on your research plan before submission.

What is the best way to review informed consent and human subjects protection in my study?

The best way to review human subjects protection and informed consent is through an ethics advisory assessment using established ethical frameworks to identify potential oversights.

Can I assess qualitative research trustworthiness and cultural sensitivity with this tool?

Yes, you can assess qualitative research trustworthiness and cultural sensitivity as the Skill integrates these checks into its comprehensive research ethics advisory process.

How does an IRB ethics review integrate data privacy checks?

An IRB ethics review integrates data privacy checks by screening the research plan against established ethical frameworks to proactively identify and mitigate privacy concerns.

When do I need to perform a bias detection check on my research lifecycle?

You need to perform bias detection before submitting a grant proposal to ensure your methodology is free from common biases and ethical oversights throughout the research lifecycle.