Idea Generation Generate and refine novel research ideas with literature-backed novelty assessment. Input - — Research area, task description, or existing codebase context - — Optional: additional context (e.g., "for NeurIPS", constraints) Scripts Novelty check against Semantic Scholar Performs iterative literature search to assess if an idea is novel. References - Ideation prompts (generation, reflection, novelty): Workflow Step 1: Generate Ideas Given a research area and optional code/paper context: 1. Generate 3-5 diverse research ideas 2. For each idea, provide: Name, Title, Experiment pl…