evaluation-protocol-checker

Evaluate research paper evaluation protocols for validity and rigor.

Updated Jun 18, 2026
One-click install
npx skills add https://github.com/Hjhnb-star/ecr_grpo_agent --skill evaluation-protocol-checker
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evaluation-protocol-checker
Source: https://github.com/Hjhnb-star/ecr_grpo_agent/tree/main/.agents/skills/evaluation-protocol-checker
Command: npx skills add https://github.com/Hjhnb-star/ecr_grpo_agent --skill evaluation-protocol-checker

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill evaluates the evaluation protocol of research papers, ensuring comprehensive research questions, proper handling of threats to validity, and rigorous analysis.

Core Features & Use Cases

  • Comprehensive Evaluation: Assesses research questions for comprehensiveness, alignment with insights and design, and validation of contributions.
  • Validity Checks: Identifies and addresses threats to internal and external validity, construct validity, and conclusion validity.
  • Baseline and Metric Analysis: Evaluates the appropriateness of baselines and metrics used in the research.
  • Protocol Completeness: Ensures all necessary components of the experimental protocol are included and described.
  • Use Case: Ideal for researchers, reviewers, and students to improve the evaluation rigor of their research papers.

Quick Start

Use the evaluation-protocol-checker skill to analyze the evaluation protocol of the provided research paper.

Frequently Asked Questions about evaluation-protocol-checker

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

FAQPage Schema
How do I check the evaluation rigor of a research paper?

To check the evaluation rigor of a research paper, assess the comprehensiveness of research questions, verify the handling of threats to validity, and ensure the experimental protocol and analysis are thoroughly described.

What is evaluation protocol design in empirical research?

Evaluation protocol design in empirical research involves defining comprehensive research questions, selecting appropriate baselines and metrics, and structuring experiments to validate contributions while addressing threats to validity.

How do I identify threats to validity in a research paper?

To identify threats to validity in a research paper, evaluate the experimental design against internal, external, construct, and conclusion validity standards to ensure rigorous analysis and proper baseline selection.

Can I use an evaluation protocol checker for grant proposals?

Yes, you can use an evaluation protocol checker for grant proposals. It applies empirical research standards to ensure proper handling of threats to validity and rigorous analysis in the proposed evaluation design.

What is the best way to evaluate baselines and metrics in academic papers?

The best way to evaluate baselines and metrics in academic papers is to assess their appropriateness relative to the research questions and verify that the experimental protocol comprehensively validates the stated contributions.