home/categories/machine-learning/vasilyu1983-ai-agents-public-frameworks-shared-skills-skills-ai-llm-skill-md
machine-learningdata-ai
ai-llm
Production LLM engineering skill. Covers strategy selection (prompting vs RAG vs fine-tuning), dataset design, PEFT/LoRA, evaluation workflows, deployment handoff to inference serving, and lifecycle operations with cost/safety controls.
maintainer
vasilyu1983
Updated 1/9/2026
Stars
24
Forks
6
quick start
Installation and usage
Production LLM engineering skill. Covers strategy selection (prompting vs RAG vs fine-tuning), dataset design, PEFT/LoRA, evaluation workflows, deployment handoff to inference serving, and lifecycle operations with cost/safety controls.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use ai-llm