ClaudSkills / Science & Research / science-misc

torchforge-rl-training

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: science-misc
ai:agent
Provides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.

What this skill does

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

When to invoke it: Use when you want clean RL abstractions, easy algorithm experimentation, or scalable training with Monarch and TorchTitan.

Who uses this skill

The torchforge-rl-training skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. 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/torchforge
curl -L https://claudskills.com/skills/torchforge/SKILL.md \
  -o ~/.claude/skills/torchforge/SKILL.md

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

Skills live at ~/.claude/skills/torchforge/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\torchforge\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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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt