zhu-chen/anti-defensive-writing-tutorial

用于教程、技术讲解与学习材料中的反防御性表达审阅和修改。 消除预设质疑、反复免责、自我贬低、无必要的否定对照和范围辩解， 让正文直接说明知识、机制、条件与取舍。 用户要求去除防御性表述，或教程正文出现这些问题时使用。 聚焦表达与叙事姿态，保持原有教学目标、技术事实和内容范围。

Review and revise defensive language in tutorials, technical explanations, and learning materials. Remove preemptive rebuttals, repeated disclaimers, self-deprecation, unnecessary negative contrasts, and scope justifications. Use when the user requests these revisions or tutorial prose shows these patterns. Explain knowledge, mechanisms, conditions, and tradeoffs directly while preserving the original learning goals, technical facts, and scope.