literature-to-experiment

What problem does it solve?

This Skill helps researchers and developers systematically translate findings from literature, blog posts, or benchmark notes into actionable LLM experiment plans.

Core Features & Use Cases

• Hypothesis Generation: Converts research claims into testable hypotheses.
• Experiment Design: Defines the minimum viable experiment, including baselines, interventions, datasets, and evaluation criteria.
• Use Case: You've read several papers on improving LLM reasoning. Use this Skill to design a concrete experiment to test a specific claim from one of those papers, defining the exact dataset, model setup, and evaluation metrics.

Quick Start

Use the literature-to-experiment skill to convert the findings from the attached research paper into a testable LLM experiment plan.