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domain-ml

8.0

by rustfs

189Favorites
296Upvotes
0Downvotes

"Use when building ML/AI apps in Rust. Keywords: machine learning, ML, AI, tensor, model, inference, neural network, deep learning, training, prediction, ndarray, tch-rs, burn, candle, 机器学习, 人工智能, 模型推理"

rust-ml

8.0

Rating

0

Installs

Machine Learning

Category

Quick Review

Excellent domain skill for Rust ML/AI development. The description clearly signals when to use it (ML/AI tasks, specific libraries). Structure is well-organized with clear constraint→design mapping, practical code patterns for inference servers and batching, and helpful use-case→framework guidance. Task knowledge is strong with concrete examples, common mistakes, and crate recommendations. Novelty is good: encoding domain-specific knowledge (memory efficiency, GPU utilization, model portability patterns) that would require many tokens for a CLI agent to discover. Minor improvement: could include more complex patterns like model composition or custom operators, but current coverage of inference, batching, and lifecycle management addresses the most common scenarios effectively.

LLM Signals

Description coverage8
Task knowledge9
Structure9
Novelty7

GitHub Signals

20,254
869
55
68
Last commit 0 days ago

Publisher

rustfs

rustfs

Skill Author

Related Skills

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Publisher

rustfs avatar
rustfs

Skill Author

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