提示前后：软件教程创作中人机协作的支架设计
原标题：Look Before You Prompt, and After: Scaffolding Human-AI Collaboration in Software Tutorial Creation
AI 摘要
该论文通过访谈技术文档撰写者，识别出使用LLM创建软件教程时的三项需求：组装和结构化多个LLM响应、策划模型使用的上下文、验证生成内容。研究者设计了dBlocks工具，包含内容分块、上下文管理和内联代码执行功能，并通过用户研究迭代优化。实验表明，与参与者常用工作流相比，dBlocks显著提高了教程置信度，减少了验证摩擦，并帮助撰写者避免搜索冗长聊天记录。
正文节选
Look Before You Prompt, and After: Scaffolding Human-AI Collaboration in Software Tutorial Creation Abstract. With LLMs, creating software tutorials now involves steering the model’s output and shaping it into a coherent, accurate learning resource, yet existing LLM tools offer writers little support for this work. By analyzing interviews with technical writers (), we identify three requirements for how they assemble and structure multiple LLM responses, curate the context the model uses, and ve