Cross-check proposed method claims against recent literature for novelty.
npx skills add https://github.com/jkfee/Auto-Research --skill novelty-check-jkfee
Please help me install this Agent Skill. Skill: novelty-check Source: https://github.com/jkfee/Auto-Research/tree/main/skills/novelty-check Command: npx skills add https://github.com/jkfee/Auto-Research --skill novelty-check-jkfee
Verify whether a proposed method or idea is novel by systematically searching recent literature and prior work to avoid duplication and inform framing.
Describe your proposed method and its core claims to initiate a novelty check.
High-intent search queries and answers about installing and using this skill.
Check research idea novelty by describing the proposed method and core claims to initiate a cross-check against recent literature. This verifies claims against multi-source literature searches to avoid duplication and inform framing before experiments.
Literature verification uses multi-source searches across the web, arXiv, and major databases like ICLR, NeurIPS, and ICML venues. It specifically focuses on 2024–2026 publications to identify closest prior work and assess overlap.
A structured novelty report includes the proposed method, core claims, closest prior work, overlap assessment, novelty score, and recommended positioning. This provides clear framing and a quick evaluation for early-stage ideas.
You need a novelty check during early-stage idea evaluation before experiments to guide direction and avoid duplication. It verifies whether a proposed method is novel by systematically searching recent literature and prior work to inform framing.
Yes, the novelty check applies to each core claim individually using multi-source literature search. This cross-checks specific claims against recent 2024–2026 publications to provide a detailed overlap assessment and recommended positioning.
THUFanZdExtract method claims and search literature to generate a novelty report.
Mang30Search patents and academic papers for prior art and generate overlap risk reports.
chenghaoYangSearch recent literature to assess research method novelty and produce a structured report.
Weiwei-MaoConduct systematic literature reviews across academic databases with citation verification.
