novelty-check

Name: novelty-check
Availability: InStock
Author: tqli

Identify core novelty aspects of research ideas against recent literature.

1|Updated Apr 2, 2026

Search Tags:#evidence #claims #literature #arxiv #novelty #systematic-search

Ready to run

npx skills add https://github.com/tqLi99/claude-skills-for-writing --skill novelty-check-tqli99

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: novelty-check
Source: https://github.com/tqLi99/claude-skills-for-writing/tree/main/novelty-check
Command: npx skills add https://github.com/tqLi99/claude-skills-for-writing --skill novelty-check-tqli99

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Verifies novelty of a proposed research idea by cross-referencing recent literature and known results to prevent duplication and guide direction.

Core Features & Use Cases

Systematic core-claim extraction and multi-source literature search for each core claim.
Phase-based evaluation with cross-model review and a structured novelty report.
Use Case: Before implementing a new method, obtain a novelty assessment to identify prior work and positioning.

Quick Start

Provide a novelty assessment for a user-provided method description.

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 novelty, the Skill extracts core claims from your idea and performs multi-source searches across arXiv, Google Scholar, Semantic Scholar, and conference databases. It then returns a structured novelty report detailing novelty levels, closest prior work, and positioning.

What is the best way to find prior work for a proposed research method before implementation?▼

Finding prior work involves a systematic literature search focusing on 2024-2026 works. This Skill applies multi-source searches across academic databases to identify closest prior work and provides a structured novelty assessment to guide your research direction and prevent duplication.

Can I use arXiv and Semantic Scholar to verify the originality of my claims?▼

Yes, you can verify originality by running systematic searches across arXiv and Semantic Scholar. The Skill cross-references your extracted core claims against recent literature in these databases to identify overlapping prior work and evaluate your idea's novelty level.

Does the novelty assessment process include cross-model review and structured reporting?▼

Yes, the novelty assessment process uses a phase-based evaluation that includes cross-model review. It systematically extracts core claims, searches multiple literature sources, and outputs a structured novelty report with novelty levels and positioning.

What limitations exist when searching conference databases for recent 2024-2026 literature?▼

A limitation when searching conference databases for 2024-2026 literature is the reliance on available indexing within arXiv, Google Scholar, and Semantic Scholar. The novelty check prevents duplication but is constrained by the search depth and coverage of these external databases.