CASE EVIDENCE / A RECORD
acao 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：acao generated an interactive Cuyahoga County fiscal-flows report with Claude Opus 4.1
Chinese Brief
acao 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：Analyze municipal income taxes, property-tax distributions and economic-development spending patterns in Cuyahoga County, then produce a public research report and interactive web visualization about fiscal flows betwee…
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 a substantial markdown report, index.html, conversion scripts and GitHub Actions configuration. The report presents findings such as Cleveland's annual municipal income-tax generation and policy …
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 is credited in the public repository description as the generation aid for the report/application; the repo's CLAUDE.md describes the report as the source of truth and the generated exports/web app workf…
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：Model attribution is in repository metadata; artifact files verify the public report and web-app outputs. No independent claim is made about factual correctness of the report analysis.