idea-discovery

What problem does it solve?

This Skill automates the entire process of discovering novel research ideas, from initial literature surveys to generating and validating concrete proposals.

Core Features & Use Cases

• End-to-End Idea Generation: Orchestrates multiple sub-skills to move from a broad research direction to a refined experiment plan.
• Automated Literature Review: Maps the research landscape to identify gaps and opportunities.
• Novelty Checking & Validation: Ensures ideas are original and empirically supported through pilot experiments.
• Critical Feedback Loop: Incorporates rigorous review from advanced LLMs to strengthen ideas.
• Use Case: A researcher wanting to explore a new area in AI safety can use this skill to get a ranked list of novel, validated research ideas with detailed experiment plans, ready for implementation.

Quick Start

Use the idea discovery skill to find new research ideas for the topic of "explainable AI".