---
title: "PyTorch Training Loops - Air Market"
description: "You are writing code to train a machine learning model, and the loop that does the training is easy to get subtly wrong. This gives Claude a set of practices to follow while writing that code, and to…"
canonical: "https://airmarket.ai/app/pytorch-training"
---

[Air Market](/) / [Data & Analytics](/category/data) / PyTorch Training Loops

Skill by [AIMING Lab](/@aiming-lab)

# PyTorch Training Loops

Get a second opinion on the training loop you just wrote

## What this does

You are writing code to train a machine learning model, and the loop that does the training is easy to get subtly wrong. This gives Claude a set of practices to follow while writing that code, and to check against when reading it back. Reach for it when you are starting a training script or looking over one.

### Top 3 things it does for you

- Draft a training loop that follows known good practice
- Review ML training code someone else wrote
- Check a model script before a long run

## Information

**PyTorch Training Loops at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [AIMING Lab](/@aiming-lab) |
| Category | [Data & Analytics](/category/data) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.0 |
| Size | 2 KB |
| Licence | MIT |
| Repository | [aiming-lab/AutoResearchClaw](https://github.com/aiming-lab/AutoResearchClaw/tree/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/tooling/pytorch-training) |
| GitHub stars | 14,165 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of PyTorch Training Loops and flagged nothing. AIR's verdict: **safe**.

**What PyTorch Training Loops's check was run against**

|  |  |
| --- | --- |
| Commit | 84dad0a401404739cfcc47851cd1d282b671bb2f |
| Content hash | 04ff895517d2dcb085b05963ca26518863893bf910bcd347daeba67ad8588d5b |
| Files read | [Browse the files at this exact commit](https://github.com/aiming-lab/AutoResearchClaw/blob/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/tooling/pytorch-training/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for PyTorch Training Loops](/security/pytorch-training)

## About PyTorch Training Loops

This covers building training loops in PyTorch, and the practices that make them hold up. It applies both when the code is being written and when existing training code is being read back.

Reach for it when you are generating ML training code or reviewing it.

## What's inside

- SKILL.md - instructions

## Questions

### Is PyTorch Training Loops safe to install?

AIR scanned this exact version of PyTorch Training Loops and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit 84dad0a40140, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/pytorch-training.

### How do I install PyTorch Training Loops?

Open https://airmarket.ai/app/pytorch-training on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/aiming-lab/AutoResearchClaw/tree/84dad0a401404739cfcc47851cd1d282b671bb2f/researchclaw/skills/builtin/tooling/pytorch-training. Install from that link, not the branch.

## Related on Air Market

- [More Data & Analytics listings](/category/data)
- [Everything by AIMING Lab](/@aiming-lab)

---

Canonical URL: <https://airmarket.ai/app/pytorch-training>