llama-factory

Quick Review

A well-structured documentation skill for LLaMA-Factory fine-tuning. The description clearly communicates the skill's purpose (expert guidance for fine-tuning LLMs with WebUI, 100+ models, QLoRA support). The SKILL.md provides good organization with clear file references and user guidance for beginners vs. advanced users. Task knowledge is adequately covered through referenced documentation files (getting_started, advanced, etc.), which are assumed to contain the necessary implementation details. However, novelty is moderate - while fine-tuning guidance is valuable, this appears to be primarily a documentation aggregation skill rather than a complex workflow orchestrator. A CLI agent could potentially retrieve similar information through direct documentation queries, though having it pre-organized does offer convenience and token savings for repeated queries. The skill would benefit from more concrete quick reference patterns and examples directly in SKILL.md.