optuna-study-creator

Quick Review

The skill has a clear structure but severely lacks substance. The description is too generic and doesn't explain what Optuna study creation actually entails (e.g., defining objective functions, configuring samplers, pruners, storage backends). There's no concrete task knowledge—no code examples, parameter specifications, or steps for creating studies with different configurations. While the structure is clean and organized, the content is essentially a template with 'optuna study creator' placeholder text repeated throughout. The novelty score reflects that Optuna study setup can be complex (distributed optimization, database backends, advanced samplers), but this skill provides no actual implementation to realize that value. A CLI agent would gain almost nothing actionable from this skill in its current state.