optuna-study-creator

Quick Review

The skill has a clear structure and addresses a useful ML task (Optuna hyperparameter optimization), but suffers from severely inadequate description and task knowledge. The Description is too vague ('Auto-activating skill for ML Training') for a CLI agent to understand when/how to invoke it. The SKILL.md provides only generic platitudes ('step-by-step guidance', 'industry best practices') without any concrete steps, code examples, or actual Optuna study creation knowledge. A CLI agent would not know how to create studies, configure samplers/pruners, define objectives, or manage trials. The structure is clean and the novelty is moderate since Optuna configuration can be complex, but the skill needs substantial content to be functional.