Skill-to-LoRA: From Using Skills to Learning Behaviors for Token-Efficient LLM Agents

Tianyi Zhang, Zhonghao Qi

Agent skills are commonly distributed as SKILL.md files: human-readable procedural documents that describe workflows, tools, resources, and domain conventions. While convenient for…