engineering-features-for-machine-learning

Execute create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features". Trigger with relevant phrases based on skill purpose.

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---
name: engineering-features-for-machine-learning
description: |
  Execute create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features". Trigger with relevant phrases based on skill purpose.
allowed-tools: Read, Write, Edit, Grep, Glob, Bash(cmd:*)
version: 1.0.0
author: Jeremy Longshore <[email protected]>
license: MIT
compatible-with: claude-
How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/engineering-features-for-machine-learning.md \
  https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/ai-ml/feature-engineering-toolkit/skills/engineering-features-for-machine-learning/SKILL.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/jeremylongshore/claude-code-plugins-plus-skills

Then reference at plugins/ai-ml/feature-engineering-toolkit/skills/engineering-features-for-machine-learning/SKILL.md

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