---
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 <[email protected]>
---
# 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
