CASE EVIDENCE / A RECORD
fmateoc 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T08:49:17Z。
原始记录：fmateoc used Claude Opus 4.1 to generate a rules-based entity matching application
Chinese Brief
fmateoc 公开的代码代理与软件工程案例，来源为 公开代码库，复核于 2026-06-27T08:49:17Z。 Model Atlas 将它标记为 A 类证据，因为它同时具备具体使用者、具体任务、公开原始证据和可访问产物。 Model Atlas 不把 benchmark、教程、发布说明或集合页包装成真实案例。
任务
这是一个围绕软件工程任务执行的真实任务，公开材料可以回溯到具体使用者和具体产物。 原始资料写作：Build an end-to-end Gradle/Java application for a real workplace drudge task: matching messy customer/entity records with rules-based logic derived from the user's domain expertise.
公开材料提供公开代码、README 或项目配置，可用于核验任务结果、项目形态和模型绑定关系。 原始资料写作：The repository contains the generated application, requirements, foundation prompt, Gradle project files, source code and reference data. The author reports that Opus produced substantial code but required manual restru…
Claude 4.1 Opus 在该案例中承担软件工程任务执行相关的生成、分析、编排或实现角色。 原始资料写作：Claude Opus 4.1 was used for the coding/code-generation step after requirements work, producing the initial project implementation and multiple class/file attempts for the entity-matching system.
当前判断基于公开材料；若产物下线、仓库变更或模型参与比例仅来自作者自述，需要在引用前重新复核。 原始资料写作：Evidence is a first-person README. It is a mixed-success real use case, not a polished customer story; the author explicitly notes manual fixes were needed.