# system_tuning_skill > Execute step-by-step system performance tuning tasks using starttune.py functions. Use this skill when Claude needs to collect metrics, analyze bottlenecks, optimize parameters, and optionally generate strategy recommendations on target servers. - Author: buaa-xy - Repository: buaa-xy/KnowTune - Version: 20260109161811 - Stars: 0 - Forks: 0 - Last Updated: 2026-02-07 - Source: https://github.com/buaa-xy/KnowTune - Web: https://mule.run/skillshub/@@buaa-xy/KnowTune~system_tuning_skill:20260109161811 --- # KnowTune We present an advanced intelligent configuration tuning framework that integrates semantic system state modeling, LLM-powered knowledge reasoning, and weighted prior–guided Bayesian Optimization to achieve fast, accurate, and generalizable performance tuning across diverse applications