Individual skill
torchforge-rl-training
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.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/post-training-torchforge/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 1,970
- Repository last updated
- Nov 9, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- reinforcement-learning Declared skill tag
- pytorch Declared skill tag
- grpo Declared skill tag
- sft Declared skill tag
- monarch Declared skill tag
- torchtitan Declared skill tag
- meta Declared skill tag
- education Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesSKILL.mdcore · 10,734 bytesreferences/api-reference.mddoc · 8,685 bytesreferences/troubleshooting.mddoc · 6,709 bytes
No licensed excerpt is available. You can inspect the pinned source.