Novelty Assessment Rigorously assess whether a research idea is novel through systematic literature search. Input - — Research idea description, title, or JSON file Scripts Automated novelty check Literature search References - Assessment prompts and criteria: Workflow Step 1: Understand the Idea - Identify the core contribution - List the key technical components - Determine the research area and subfield Step 2: Multi-Round Literature Search (up to 10 rounds) For each round: 1. Generate a targeted search query 2. Search Semantic Scholar / arXiv / OpenAlex 3. Review top-10 results with abstr…