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Paper Rating

Rate a research paper's relevance, quality, and novelty from a digest and topic.

393|34|Updated Feb 10, 2026
Search Tags:#research#quality#relevance#rating#novelty#paper#rate
One-click install
npx skills add https://github.com/Pthahnix/De-Anthropocentric-Research-Engine --skill paper-rating
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Paper Rating
Source: https://github.com/Pthahnix/De-Anthropocentric-Research-Engine/tree/main/skills/sop/paper-rating
Command: npx skills add https://github.com/Pthahnix/De-Anthropocentric-Research-Engine --skill paper-rating

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This SOP provides an automated mechanism to rate a paper's relevance, quality, and novelty for a given research topic, enabling fast, objective triage during literature surveys.

Core Features & Use Cases

  • Automated paper rating: returns a structured rating with scores for relevance, quality, and novelty plus an explanatory rationale.
  • Scope and workflows: ideal for autonomous literature reviews, quick screening, and decision-support in topic-based research pipelines.
  • Use Case: feed a paper digest and a topic to obtain a Rating that helps decide whether to include the paper in a synthesis.

Quick Start

Provide a paper digest and topic to generate a Rating with scores and reasoning.

Frequently Asked Questions about Paper Rating

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

FAQPage Schema
How do I rate a research paper's relevance and novelty for a literature review?▼

Paper rating involves providing a digest and a topic string to generate a structured rating with scores for relevance, quality, and novelty. This automated mechanism enables fast, objective triage during literature surveys.

Can I use automated paper rating for topic-based research triage?▼

Yes, automated paper rating supports topic-based paper triage and quick screening in research pipelines. It generates a structured rating with scores and reasoning to help decide whether to include a paper in a synthesis.

How do I get a structured rating with reasoning for a research paper?▼

To get a structured rating with reasoning, feed a paper digest and a topic string into the rating process. It returns scores for relevance, quality, and novelty along with an explanatory rationale.

What do I need to provide to generate a paper rating?▼

You need to provide a digest JSON and a topic string to generate a structured rating. These inputs allow the system to evaluate the paper's relevance, quality, and novelty for your specific research topic.

When should I use automated paper rating during a literature survey?▼

Use automated paper rating during literature surveys when you need fast, objective screening to decide paper inclusion. It is specifically designed for topic-based paper triage and decision-support in research pipelines.

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