A new cheatsheet provides specific techniques for maintaining clean context windows in LLMs. It focuses on reducing noise and managing prompt bloat to improve output accuracy. Developers can use these strategies to lower token costs. The guide emphasizes practical prompt hygiene over complex architectural changes for immediate performance gains.