Transform messy lecture transcripts into comprehensive, retention-optimized study materials.
Zero Topic Loss Every technical concept, term, tool, command, code snippet, or teaching point in the transcript MUST appear in the output. Reorganize and enhance, but never skip or merge distinct concepts. Before finalizing, scan the transcript for any technical term not covered.
| WebDev | Code patterns, framework idioms, deployment, debugging | | AI/ML | Mathematical intuition, hyperparameters, model selection | | Web3 | Security, gas optimization, common vulnerabilities | | DSA | Complexity analysis, patterns, edge cases, interview relevance |
将原始讲座记录(Zoom、YouTube 等)转换为结构化、记忆力优化的学习笔记。当用户提供讲座记录、课堂录音文本或要求处理/转换讲座笔记时使用。处理 WebDev、AI/ML、Web3、DSA 和通用技术领域。生成分层主题分解、清理的代码工件、直觉构建器、抽认卡、间隔重复计划和可操作的学习材料。触发短语:“处理此成绩单”、“将讲座转换为笔记”、“讲座笔记”、“学习材料的成绩单”、“讲座炼金术士”。 来源:prakharmnnit/skills-and-personas。