feature-importance-analyzer

Quick Review

This skill has a clear structure and addresses a potentially useful ML task (feature importance analysis), but severely lacks concrete implementation details. The description is too generic, simply repeating the skill name without explaining what feature importance analysis entails or what specific methods it supports (e.g., permutation importance, SHAP, tree-based importance). No actual code, scripts, or actionable steps are provided for computing or visualizing feature importance. While the novelty score is moderate (feature importance can be non-trivial), the absence of task knowledge makes this skill essentially a placeholder that would not help a CLI agent actually perform feature importance analysis.