novelty-check

Compare research ideas against recent literature and benchmarks to identify novelty.

Updated Aug 23, 2026

Search Tags:#research #analysis #literature #arxiv #novelty #multisource

Ready to run

npx skills add https://github.com/nxZhai/Nicy-Extension-Skills --skill novelty-check-nxzhai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: novelty-check
Source: https://github.com/nxZhai/Nicy-Extension-Skills/tree/main/novelty-check
Command: npx skills add https://github.com/nxZhai/Nicy-Extension-Skills --skill novelty-check-nxzhai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Identifies whether a research idea is novel by systematically comparing it to recent literature and known benchmarks.

Core Features & Use Cases

Multi-source novelty validation: scans arXiv, Google Scholar, conferences, and journals to surface potential overlaps.
Structured reporting: outputs a clear novelty report with closest prior work and differences.
Decision support: provides a go/no-go recommendation based on novelty strength.

Quick Start

Provide a concise novelty assessment for the given method description by performing multi-source literature search.

Frequently Asked Questions about novelty-check

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

FAQPage Schema

How do I check if my research idea is novel against existing literature?▼

To check research idea novelty, the Skill systematically compares your concept against recent literature and known benchmarks across multiple sources. It outputs a structured novelty report detailing closest prior work and a go/no-go recommendation.

What is the best way to validate a research proposal against prior work on arXiv and Google Scholar?▼

Validating a research proposal against prior work requires multi-source novelty validation across arXiv, Google Scholar, conferences, and journals. This approach surfaces potential overlaps and provides decision support for your manuscript ideas.

Can I use this to assess the novelty of a project pitch across different disciplines?▼

Yes, you can assess the novelty of a project pitch across different disciplines. The Skill applies novelty validation to claims in research proposals, project pitches, and manuscript ideas by systematically comparing them to recent literature.

How do I perform a multi-source literature search to identify overlapping prior work?▼

Performing a multi-source literature search involves scanning arXiv, Google Scholar, and major conferences to identify overlapping prior work. The process outputs a clear novelty report highlighting differences between your idea and existing benchmarks.

Does the novelty assessment provide a structured report or just a simple yes/no answer?▼

The novelty assessment provides a structured report rather than a simple yes/no answer. It includes a clear breakdown of the closest prior work, outlines the differences, and provides a go/no-go recommendation based on novelty strength.