research-idea-generation

What problem does it solve?

This skill addresses the challenge of starting new research projects with vague or open-ended goals by systematically generating and evaluating potential research directions.

Core Features & Use Cases

• Literature Synthesis: Identifies limitations and gaps in current research.
• Idea Generation: Proposes novel, testable research directions.
• Scoring & Prioritization: Ranks ideas based on novelty, feasibility, cost, and evaluation clarity.
• Use Case: When tasked with exploring "improving LLM reasoning," this skill can propose concrete research avenues like "developing novel attention mechanisms for multi-hop reasoning" or "creating a new benchmark for evaluating causal inference in LLMs."

Quick Start

Use the research-idea-generation skill to propose research directions for the goal of making LLMs more robust to adversarial attacks.