pytorch-core

cuba6112

Updated 4 days ago

5 views

Designaidesign

About

This skill covers PyTorch's core building blocks for deep learning, including tensor operations, autograd, and nn.Module architecture. It's designed for developers who need granular control over custom training loops and model implementations. Key features include optimization techniques like pinned memory and lazy module initialization for efficient GPU usage.

Quick Install

Claude Code

Recommended

Primary

npx skills add cuba6112/skillfactory -a claude-code

Plugin CommandAlternative

/plugin add https://github.com/cuba6112/skillfactory

Git CloneAlternative

git clone https://github.com/cuba6112/skillfactory.git ~/.claude/skills/pytorch-core

Copy and paste this command in Claude Code to install this skill

GitHub Repository

cuba6112/skillfactory

Path: skills/pytorch-core

Related Skills

executing-plans

Design

Use the executing-plans skill when you have a complete implementation plan to execute in controlled batches with review checkpoints. It loads and critically reviews the plan, then executes tasks in small batches (default 3 tasks) while reporting progress between each batch for architect review. This ensures systematic implementation with built-in quality control checkpoints.

View skill

requesting-code-review

Design

This skill dispatches a code-reviewer subagent to analyze code changes against requirements before proceeding. It should be used after completing tasks, implementing major features, or before merging to main. The review helps catch issues early by comparing the current implementation with the original plan.

View skill

connect-mcp-server

Design

This skill provides a comprehensive guide for developers to connect MCP servers to Claude Code using HTTP, stdio, or SSE transports. It covers installation, configuration, authentication, and security for integrating external services like GitHub, Notion, and custom APIs. Use it when setting up MCP integrations, configuring external tools, or working with Claude's Model Context Protocol.

View skill

web-cli-teleport

Design

This skill helps developers choose between Claude Code Web and CLI interfaces based on task analysis, then enables seamless session teleportation between these environments. It optimizes workflow by managing session state and context when switching between web, CLI, or mobile. Use it for complex projects requiring different tools at various stages.

View skill