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pytorch-model-trainer

4.0

by jeremylongshore

184Favorites
55Upvotes
0Downvotes

Pytorch Model Trainer - Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytorch model trainer Part of the ML Training skill category.

pytorch

4.0

Rating

0

Installs

Machine Learning

Category

Quick Review

The skill has clear structure and addresses a useful domain (PyTorch model training), but suffers from extremely vague descriptions and lacks concrete implementation details. The Description is too generic ('Auto-activating skill for ML Training') for a CLI agent to understand what specific capabilities are offered. The Capabilities section lists high-level promises (step-by-step guidance, best practices, production-ready code) without any specifics about what PyTorch training tasks are supported (e.g., defining models, training loops, checkpoint management, distributed training). No actual task knowledge, code examples, or referenced implementation files are provided. While the structure is clean and the novelty score reflects that automated PyTorch training assistance could be valuable, the skill as documented provides insufficient information to be actionable.

LLM Signals

Description coverage2
Task knowledge1
Structure5
Novelty4

GitHub Signals

1,063
137
8
0
Last commit 2 days ago

Publisher

jeremylongshore

jeremylongshore

Skill Author

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Publisher

jeremylongshore avatar
jeremylongshore

Skill Author

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