novelty-check

Extract core claims and assess prior art across arXiv, Google Scholar, and conference databases.

Updated Apr 8, 2026
One-click install
npx skills add https://github.com/KYRIE66nb/codex-omx-public-config --skill novelty-check-kyrie66nb
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: novelty-check
Source: https://github.com/KYRIE66nb/codex-omx-public-config/tree/main/home/.codex/skills/novelty-check
Command: npx skills add https://github.com/KYRIE66nb/codex-omx-public-config --skill novelty-check-kyrie66nb

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps researchers assess whether a proposed method or idea has already appeared in the literature, preventing redundant work and guiding project direction.

Core Features & Use Cases

  • Core claim extraction: identify 3-5 key technical claims from a method description.
  • Multi-source literature search: perform searches across arXiv, Google Scholar, and conference databases for 2024-2026.
  • Novelty reporting: produce a structured report detailing novelty levels, closest prior work, and recommended positioning.

Quick Start

Provide a method description and core claims to initiate a novelty check against recent literature.

Frequently Asked Questions about novelty-check

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

FAQPage Schema
How do I verify if my research idea is novel before starting a project?

A novelty check prevents redundant research by extracting a method's core claims and matching them against recent literature. It searches 2024-2026 publications across arXiv, Google Scholar, and conference databases to identify if the proposed idea already exists.

How do I check my research paper claims against existing literature?

You can check claims by providing a method description to extract 3-5 key technical assertions. The system then performs a multi-source search across arXiv, Google Scholar, and conference databases, analyzing abstracts and related work to find matching prior art.

What is included in a structured novelty report for research papers?

A structured novelty report includes the extracted core claims, closest prior work identified during the search, an overall novelty assessment, and positioning recommendations. This helps researchers understand how to differentiate their work from existing literature.

Can I check prior art for research methods on arXiv and Google Scholar?

Yes, prior art checks are performed by executing a multi-source search across arXiv, Google Scholar, and conference databases. The search specifically targets 2024-2026 publications, including abstracts and related work, to validate your method's novelty.

What do I need to start a systematic literature search for novelty verification?

To start a novelty verification, you need to provide a method description and its core claims. This input allows the system to initiate the literature search and generate a structured novelty report with positioning recommendations.