用单次对话全程管理开发，让程序员主导AI协作
Single Conversation Methodology: A Human-Centered Protocol for AI-Assisted Software Development
- 所有开发环节在一次长对话中完成，保持上下文连贯
- 强调可追溯性与模块化，避免碎片化交互
- 适合希望掌控AI辅助开发流程的开发者
我们提出单次对话方法论（SCM），一种基于大语言模型（LLMs）的新型软件开发方法。与当前随意使用生成式AI的做法不同，SCM强调在单一、长上下文的对话中完成从需求到架构再到实现的全过程，确保认知清晰、可追溯、模块化和文档完整。该方法定义了开发阶段、最佳实践及哲学立场，主张纠正当前对LLMs的被动依赖，重申开发者作为智能工具的主动架构师与监督者角色。
原文摘要 · Abstract (English)
We propose the Single Conversation Methodology (SCM), a novel and pragmatic approach to software development using large language models (LLMs). In contrast to ad hoc interactions with generative AI, SCM emphasizes a structured and persistent development dialogue, where all stages of a project - from requirements to architecture and implementation - unfold within a single, long-context conversation. The methodology is grounded on principles of cognitive clarity, traceability, modularity, and documentation. We define its phases, best practices, and philosophical stance, while arguing that SCM offers a necessary correction to the passive reliance on LLMs prevalent in current practices. We aim to reassert the active role of the developer as architect and supervisor of the intelligent tool.
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