pytorch-lightning
pytorch-lightning is a Model training & evaluation skill for AI agents, published by davila7 in the claude-code-templates repository on GitHub. Skillspace rates pytorch-lightning B (85/100) and it passed the safety scan; a judge model has also reviewed it.
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.
- Grade
- B
- Quality
- 85 / 100
- Safety
- Passed
- GitHub stars
- 30,694
Placed #3 of 6 in the judged category final for Model training & evaluation.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 96 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #3 of 6 in the judged category final for Model training & evaluation.
- Trigger
78 78 - Instructions
72 72 - Specificity
72 72 - Safety
80 80 - Disclosure
42 42 - Maintenance
40 40
Solid before/after workflows across validation, distributed training, and callbacks, but nothing distinguishes it beyond competent coverage.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
Also published in 1 other repo
Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.