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破除 Claude 编程偷懒的 5 个反向契约提示词模板:强制输出零省略代码

针对 Claude 3.5 / 3.7 在复杂项目中省略函数实现的顽疾,提供 5 组工业级防偷懒系统提示词,实现开箱即用的完整交付。

针对 Claude 偷懒习性的靶向治理

Claude 3.5 Sonnet 拥有无与伦比的代码架构美感,但当面对 500 行以上的重构任务时,极易在关键辅助函数处写下 `// Implement the remaining handlers similarly`,给开发者带来二次修补负担。

通过严密的提示词契约设计,可以彻底剥夺模型偷懒的心理空间。

5 组核心反向契约提示词模板

1. 全量覆写契约:`Output the entire source file from the very first line of import to the last export. Do not assume I have any existing files.`。
2. 禁词严打协议:`Under no circumstances may you write comments containing "left unchanged", "TODO", "remaining logic", or "...". Any omission will be marked as a failed test.`。
3. 生产就绪声明:`The output must pass ESLint and TypeScript compilation without any missing variables, types, or stubbed mock handlers.`。
4. 自我校验循环:`Before returning the response, scan your code block and verify that every function body contains fully written business logic.`。
5. 渐进式分页输出:`If the codebase is too long for a single turn, halt at the end of Module A and await my explicit "continue" command.`。

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