pytorch-lightning

Quality score: 70/100 · Category: Dev Tools · Sub-category: scaffolders

type:template

High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to supercomputer with same code. Use when you want clean training loops with built-in best practices.

What this skill does

pytorch-lightning is a production-ready Claude Code skill (quality score 70/100) in the scaffolders sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/distributed-training-pytorch-lightning/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when you want clean training loops with built-in best practices.

Who uses this skill

The pytorch-lightning skill is built for developers, power users, and teams automating repetitive workflows and improving developer experience. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/distributed-training-pytorch-lightning
curl -L https://claudskills.com/skills/distributed-training-pytorch-lightning/SKILL.md \
  -o ~/.claude/skills/distributed-training-pytorch-lightning/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/distributed-training-pytorch-lightning/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/distributed-training-pytorch-lightning/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\distributed-training-pytorch-lightning\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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