home/categories/machine-learning/foryourhealth111-pixel-vibe-skills-bundled-skills-ml-data-leakage-guard-skill-md
machine-learningdata-ai

ml-data-leakage-guard

Detects and prevents data leakage in machine learning and mathematical modeling. Auto-activates after ML tasks involving: data cleaning, feature engineering, data augmentation, algorithm development, normalization, missing value imputation, dimensionality reduction, feature selection, time series modeling. Checks if features/statistics would be available at prediction time.

foryourhealth111-pixel
maintainer
foryourhealth111-pixel
更新于 2/26/2026
星标
1349
分支
105
quick start

Installation and usage

Detects and prevents data leakage in machine learning and mathematical modeling. Auto-activates after ML tasks involving: data cleaning, feature engineering, data augmentation, algorithm development, normalization, missing value imputation, dimensionality reduction, feature selection, time series modeling. Checks if features/statistics would be available at prediction time.

安装
$ install --globalskills.sh
使用

安装后,您可以通过在终端运行以下命令来使用此技能:

skills use ml-data-leakage-guard