Verified:GitHub

novelty-check

Identify novel research methods by comparing claims with recent literature across arXiv, Google Scholar and major conferences.

Updated Apr 1, 2026

Search Tags:#arxiv #claims-analysis #literature-review #novelty #literature-search #research-evaluation #novelty-check

Ready to run

npx skills add https://github.com/Wenwen555/ARIS-LVLM --skill novelty-check-wenwen555

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: novelty-check
Source: https://github.com/Wenwen555/ARIS-LVLM/tree/main/skills/novelty-check
Command: npx skills add https://github.com/Wenwen555/ARIS-LVLM --skill novelty-check-wenwen555

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Verify whether a proposed research idea is truly novel by systematically checking recent literature and known databases to prevent pursuing redundant work.

Core Features & Use Cases

Extract and articulate the core claims of a research idea.
Perform multi-source literature searches across arXiv, Google Scholar, ICLR/NeurIPS papers, and 2024-2026 venues.
Generate a structured novelty report including closest prior work, novelty assessment, and positioning guidance.

Quick Start

Provide a method description and I will run a novelty check against current literature and return a structured report.

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 before writing a paper?▼

To check if a research idea is novel, you provide a method description to extract core claims and perform multi-source literature searches across arXiv, Google Scholar, and major conferences. This generates a structured novelty report comparing your idea against the closest prior work.

What is the best way to verify research novelty against recent literature?▼

The best way to verify research novelty is to analyze recent literature across arXiv, Google Scholar, and major conferences like ICLR and NeurIPS. The process reads abstracts and related work from 2024-2026 venues to return a structured novelty assessment and positioning guidance.

How does a literature search for novelty assessment find closest prior work?▼

A literature search for novelty assessment articulates your core claims and performs multi-source searches to read abstracts and related work. It systematically compares these claims against the closest prior work found in 2024-2026 publications to generate a detailed novelty report.

Can I use a novelty check to find positioning guidance for my method?▼

Yes, you can use a novelty check to find positioning guidance for your method. After analyzing recent literature and identifying the closest prior work, the process returns a structured novelty report that includes specific positioning guidance to help differentiate your research.

Does the novelty report cover papers from specific conferences like ICLR and NeurIPS?▼

Yes, the novelty report covers papers from specific conferences like ICLR and NeurIPS. The multi-source literature search explicitly analyzes recent literature across these major conferences, alongside arXiv and Google Scholar, focusing on 2024-2026 venues.

What limitations should I expect when verifying research ideas against known databases?▼

When verifying research ideas against known databases, limitations include the reliance on accessible recent literature from 2024-2026 and major conferences. The novelty assessment depends on the articulation of core claims and the availability of abstracts and related work within these specific sources.