novelty-check

Compare proposed research methods against recent literature to identify novelty.

1|Updated Mar 24, 2026

Search Tags:#evaluation #arxiv #literature-review #novelty #google-scholar #research-method #citation-analysis

Ready to run

npx skills add https://github.com/kitcaf/skills --skill novelty-check-kitcaf

💬 Prompt for ChatGPT / Claude Chat▼

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps researchers determine whether a proposed idea or method is already present in the literature by performing a structured novelty assessment against recent publications across multiple sources.

Core Features & Use Cases

Comprehensive novelty evaluation across multiple sources (arXiv, Google Scholar, Semantic Scholar) for research ideas, methods, and designs.
Phase-based workflow: extract claims, search literature, cross-check with known databases, and produce a novelty report.
Use Case: Before implementing a new method, assess novelty to avoid duplicating prior work and strengthen grant proposals.

Quick Start

Provide a clear description of your method and any key claims, and the skill will analyze novelty against current literature.

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 method is novel before writing a grant proposal?▼

To check research method novelty, you must compare proposed claims against recent literature and preprints. This skill performs a structured novelty assessment across arXiv, Google Scholar, and Semantic Scholar to identify duplicate prior work.

What is the best way to do a literature review for a new experimental design?▼

A structured literature comparison is the best way to evaluate an experimental design. By extracting claims and cross-checking them against 2024-2026 publications, you can verify uniqueness and avoid duplicating existing research methods.

How do I verify research idea novelty using arXiv and Google Scholar?▼

Verifying research idea novelty requires searching multiple databases like arXiv and Google Scholar to find overlapping publications. This skill automates cross-checking claims against recent preprints to produce a structured novelty report.

Can I use citation analysis to evaluate research ideas from recent preprints?▼

Yes, citation analysis across recent preprints evaluates research ideas by identifying prior work. This phase-based workflow extracts your claims, searches literature, and cross-checks databases to confirm if your proposed method is truly novel.

Does this novelty assessment tool work with Semantic Scholar for grant planning?▼

Yes, this novelty assessment integrates with Semantic Scholar for grant planning. It cross-checks proposed research ideas against multiple sources to ensure your project planning and grant proposals reflect genuinely novel methods.

What are the limitations of automated literature comparison for novelty checks?▼

Automated literature comparison limitations include dependence on database coverage for recent 2024-2026 publications. It requires clear claims and structured inputs to effectively extract and cross-check research ideas against prior literature.