name: sklearn-pipeline-builder description: | Sklearn Pipeline Builder - Auto-activating skill for ML Training. Triggers on: sklearn pipeline builder, sklearn pipeline builder Part of the ML Training skill category. allowed-tools: Read, Write, Edit, Bash(python:), Bash(pip:) version: 1.0.0 license: MIT author: Jeremy Longshore jeremy@intentsolutions.io

Sklearn Pipeline Builder

Purpose

This skill provides automated assistance for sklearn pipeline builder tasks within the ML Training domain.

When to Use

This skill activates automatically when you:

• Mention "sklearn pipeline builder" in your request
• Ask about sklearn pipeline builder patterns or best practices
• Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking.

Capabilities

• Provides step-by-step guidance for sklearn pipeline builder
• Follows industry best practices and patterns
• Generates production-ready code and configurations
• Validates outputs against common standards

Example Triggers

• "Help me with sklearn pipeline builder"
• "Set up sklearn pipeline builder"
• "How do I implement sklearn pipeline builder?"

Related Skills

Part of the ML Training skill category. Tags: ml, training, pytorch, tensorflow, sklearn