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novelty-check

Search recent literature to assess research method novelty and produce a structured report.

2|Updated Mar 19, 2026
Search Tags:#evaluation#arxiv#novelty#literature-search#conferences#research-method
One-click install
npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill novelty-check-chenghaoyang
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: novelty-check
Source: https://github.com/chenghaoYang/auto-coder-trainer/tree/main/aris/skills/novelty-check
Command: npx skills add https://github.com/chenghaoYang/auto-coder-trainer --skill novelty-check-chenghaoyang

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Verify proposed research ideas for novelty by systematically comparing them against recent literature and known benchmarks.

Core Features & Use Cases

  • Phase A: Extract 3-5 core claims from the user's method description.
  • Phase B: Perform multi-source literature searches across arXiv, major conferences, and databases for each claim.
  • Phase C: Use cross-model verification to assess novelty and identify the closest prior work.
  • Phase D: Output a structured novelty report with delta analysis and positioning guidance.

Quick Start

Input your proposed method description and I will check its novelty 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 check if my research method is novel against recent literature?▼

To check research method novelty, you provide a method description and the system extracts core claims, searches arXiv and major conferences, and outputs a structured novelty report with a verdict and delta analysis.

What is the best way to verify research idea novelty before submission?▼

Verifying research idea novelty involves systematically comparing proposed claims against multiple sources like arXiv and peer-reviewed databases to identify the closest prior work and generate positioning recommendations.

How does a literature search determine the originality of a proposed research method?▼

A literature search determines originality by extracting core claims from your method description, performing multi-source cross-model verification against recent papers, and analyzing the delta between your work and prior publications.

Can I use this to find prior work for specific claims from my method description?▼

Yes, you can input your proposed method description to extract 3-5 core claims, which are then individually queried across arXiv, major conferences, and databases to identify matching prior work.

What is included in a structured novelty report for a research idea?▼

A structured novelty report includes a clear verdict on originality, identifies the closest prior work, provides a delta analysis of differences, and offers positioning recommendations for your research method.

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