About

Imported from jeremylongshore/tons-of-skills-marketplace (skills/07-ml-training/sklearn-pipeline-builder/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill sklearn-pipeline-builder. Copyright stays with the author (MIT).

Sklearn Pipeline Builder

Name: sklearn-pipeline-builder
Author: jeremylongshore

Overview

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.

Instructions

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

Examples

Example: Basic Usage Request: "Help me with sklearn pipeline builder" Result: Provides step-by-step guidance and generates appropriate configurations

Prerequisites

Relevant development environment configured
Access to necessary tools and services
Basic understanding of ml training concepts

Output

Generated configurations and code
Best practice recommendations
Validation results

Error Handling

Error	Cause	Solution
Configuration invalid	Missing required fields	Check documentation for required parameters
Tool not found	Dependency not installed	Install required tools per prerequisites
Permission denied	Insufficient access	Verify credentials and permissions

Resources

Official documentation for related tools
Best practices guides
Community examples and tutorials

Related Skills

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

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-sklearn-pipel-cfc460/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-sklearn-pipel-cfc460.ocm.jsonjson

{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-sklearn-pipel-cfc460",
  "kind": "skill",
  "name": "sklearn-pipeline-builder",
  "description": "Build sklearn pipeline builder operations. Auto-activating skill for ML Training. Triggers on: sklearn pipeline builder, sklearn pipeline builder Part of the ML Training skill category. Use when working with sklearn pipeline builder functionality. Trigger with phrases like \"sklearn pipeline builder\", \"sklearn builder\", \"sklearn\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "ai",
      "machine-learning",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Build sklearn pipeline builder operations. Auto-activating skill for ML Training. Triggers on: sklearn pipeline builder, sklearn pipeline builder Part of the ML Training skill category. Use when working with sklearn pipeline builder functionality. Trigger with phrases like \"sklearn pipeline builder\", \"sklearn builder\", \"sklearn\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "skills/07-ml-training/sklearn-pipeline-builder/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/skills/07-ml-training/sklearn-pipeline-builder/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/skills/07-ml-training/sklearn-pipeline-builder/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Write,",
      "Edit,",
      "Bash(python:*),",
      "Bash(pip:*)"
    ],
    "license": "MIT"
  },
  "instructions": "# Sklearn Pipeline Builder\n\n## Overview\n\nThis skill provides automated assistance for sklearn pipeline builder tasks within the ML Training domain.\n\n## When to Use\n\nThis skill activates automatically when you:\n- Mention \"sklearn pipeline builder\" in your request\n- Ask about sklearn pipeline builder patterns or best practices\n- Need help with machine learning training skills covering data preparation, model training, hyperparameter tuning, and experiment tracking.\n\n## Instructions\n\n1. Provides step-by-step guidance for sklearn pipeline builder\n2. Follows industry best practices and patterns\n3. ",
  "cost": {
    "context_tokens": 424
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-sklearn-pipel-cfc460/manifest?version=1.0.0

Reviews

Star ratings from people who tried it. One review per account; edit yours any time.

No reviews yet. Install it, try it, and be the first to rate it.